Category: Tech

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  • Geekom Mini IT13 Review | IT Pro

    Geekom Mini IT13 Review | IT Pro


    Geekom is another Chinese OEM carving out a name for itself in the Mini PC market. Unlike the mini PC boxes we’ve looked at recently from relative newcomers Acemagic and Beelink which are both entry level devices built around Intel’s N150 processor the Geekom Mini IT13 2025 Edition, to give it its full title, runs on the altogether more potent Core i9-13900HK CPU.

    Naturally, that puts the new Geekom box into a different price category from its Twin Lake juniors. At the time of writing, Geekom is selling the 1TB model for £649 rather than the “usual” RRP of £849 and the 2TB model for £699 rather than, oddly, £799. It’s good to see a manufacturer not gouging the public for extra storage capacity. Certain famous computer makers with fruit logos could take note. Both models come with 32GB of RAM.


  • Best wireless keyboards 2025: Top Bluetooth and USB models reviewed

    Best wireless keyboards 2025: Top Bluetooth and USB models reviewed



  • Chilkey ND75 LP Review: Impressive performance for $100

    Chilkey ND75 LP Review: Impressive performance for $100


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    There aren’t a ton of low-profile mechanical keyboards on the market — after all, the best mechanical keyboards are about trying to achieve an amazing typing experience, and low-profile keyboards tend to be about compromising said experience for something slim, lightweight, and travel-friendly. But not everyone wants to travel with a paper-thin Apple Magic Keyboard, so it’s always nice to see a well-built low-profile board that delivers a fantastic typing experience — and it’s even nicer to see one with a sub-$100 price tag.

    Chilkey’s ND75 LP is the brand’s popular ND75 keyboard in low-profile form, and it comes with all the bells and whistles: wireless, with a full-aluminum body, double-shot PBT keycaps, a hot-swappable PCB, and tri-mode wireless connectivity. It even has a little LCD screen that shows you the time, battery life, and various settings like system and Caps Lock (and can, of course, be configured to display a picture or gif of your choosing — because that’s important). The ND75 LP is a little heavy to be a travel-friendly low-profile keyboard, but it’s nice to have the option of traveling with something that prioritizes typing feel and sound over portability.


  • We stepped into IQM’s quantum lab to witness a new computing frontier

    We stepped into IQM’s quantum lab to witness a new computing frontier


    “The Future is Here,” declares a glowing neon sign at the entrance to IQM’s quantum data centre in Munich. It’s a bold claim — but one the Finland-based startup is determined to fulfil.

    To the right of the entrance sign stands a hefty, metal blue door. My host, physicist Frank Deppe, IQM’s head of quantum processing unit (QPU) technology, ushers me inside.

    Opened last year as part of IQM’s European expansion, the facility hosts six state-of-the-art superconducting quantum computers — used for the company’s own research and offered as a cloud-based service to scientists around the globe.

    IQM-data-centre-munich-sion-geschwindt-thenextweb
    IQM’s Munich quantum data centre. Credit: Siôn Geschwindt
    IQM-data-centre-munich-sion-geschwindt-thenextweb

    My initial impression is the sound — a low, steady purr punctuated by a bizarre rhythmic pumping noise. That, I would later discover, was the heartbeat of a quantum computer.  

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    The centrepiece of the data centre, though, is the cryostats — the golden chandelier-like structures that have become synonymous with quantum computing in the public imagination. 

    Cryostats are made up of an intricate system of gold-plated brass and copper wiring that channels microwave signals down to the QPU or “chip,” which sits right at the bottom of the chandelier. These microwave pulses allow scientists to control and manipulate the qubits on the chip, and, in turn, run algorithms to perform quantum calculations. 

    IQM-quantum-computer-thenextweb-sion-geschwindt
    Intricate wiring inside the cryostat channels microwave pulses down to the quantum chip. Credit: Siôn Geschwindt
    IQM-quantum-computer-thenextweb-sion-geschwindt

    For all this to work, however, superconducting quantum computers need to be cooled to close to absolute zero (or -273.15 degrees Celsius). That makes machines like these among the coldest places in the known universe.

    Qubits, which are the basic units of information in a quantum computer, are incredibly sensitive — to heat, vibration, stray particles, or electromagnetic signals. Even the slightest disturbance can cause errors or wipe out information entirely, says Frank, gesturing around us as if he can see the waves and particles flying around the room.   

    At ultra-cold temperatures, however, superconducting materials lose all electrical resistance, allowing qubits to maintain their delicate quantum properties. But ultra-cold isn’t enough — qubits also need near-perfect isolation from other particles in the air. That’s why cryostats are placed in a thick metal vacuum chamber, which helps to shield the qubits from interference.

    IQM-cyrostat-closed-quyantum-computer
    When operational, the cryostat is locked inside a super-cooled, vacuum chamber, which makes machines like this among the coldest places in the known universe. Credit: Siôn Geschwindt
    IQM-cyrostat-closed-quyantum-computer

    Each machine is supported by some serious industrial hardware. One of the largest pieces of equipment in the lab is the cryogenics system. Comprising a network of compressors, tanks, pumps, and pipes, its job is to transfer liquid helium to super-cool the cryostat. The helium compressor produces the distinctive rhythmic sound of a quantum computer — the cryostat itself is completely silent.

    Then there are the servers, placed beside each cryostat. They provide the precise control and support infrastructure that allows delicate quantum systems to operate effectively. They also produce the specific microwave pulses required to keep the qubits stable. 

    Yes, even the quantum computers of the future will need classical computers to function, Frank says. 

    An example of the classical electronics cabinet required run one of IQM's quantum computers. Credit: IQM
    An example of the classical electronics cabinet required run one of IQM’s quantum computers. Credit: IQM
    An example of the classical electronics cabinet required run one of IQM's quantum computers. Credit: IQM

    I was amazed by the extraordinary amount of infrastructure needed to power a quantum chip barely larger than my fingernail. But all that tech is essential — it protects the fragile qubits while still allowing for their manipulation. 

    “You need to isolate qubits from the environment — but still control them,” says Frank. “That’s the engineering paradox of quantum computing.” 

    Tapping into the subatomic world of quantum mechanics — with phenomena such as superposition and entanglement — to perform useful calculations is one of the toughest challenges in modern science. It’s baffled researchers for decades. But now, after years of steady progress, we’re closer than ever to potentially world-changing applications — and the payoffs could be huge.

    Towards quantum advantage

    The quantum computers of the future are expected to solve problems that are far beyond the reach of today’s most powerful supercomputers — a point known as “quantum advantage.” These machines could simulate complex molecules for drug discovery, design new materials from the atomic level up, and revolutionise logistics and finance by cracking massive optimisation problems. They could also break all internet encryption on what is known as Q-Day — so there are risks, too.

    However, most experts agree that we’ll need a 1 million-qubit system and beyond to make those sorts of calculations — and that’s still a long way off.

    We’re currently in what is known as the Noisy Intermediate-Scale Quantum (NISQ) era, where we have small quantum computers that can run real experiments but are still too “noisy” and error-prone to do anything truly groundbreaking.

    IQM’s quantum processors currently range from six to 50 qubits. Next year, it’s set to release a larger 54 to 150-qubit system called Radiance, which it says will “pave the way” to quantum advantage — when a quantum computer can solve a problem no classical computer can). The company hopes to produce a 1 million-qubit system by 2033. 

    One of IQM's quantum cryostats. Credit: IQM
    One of IQM’s open cryostats. The chip is housed behind the metal cylinder right at the bottom of the chandelier. Credit: IQM
    One of IQM's quantum cryostats. Credit: IQM

    Headquartered in Helsinki, IQM has built a business based on helping researchers train on and navigate smaller systems before larger ones become commercially available. Using these machines, scientists can already explore quantum algorithms, develop hardware, and prototype solutions for specific problems such as climate modelling or drug discovery. 

    Founded in 2018, IQM has raised $210mn to date, making it Europe’s second best-funded quantum computing company. According to Bloomberg, the startup is also in talks to raise over $200mn in fresh capital, which would bring its total to over $400mn. In June, the company’s co-founder and CEO, Jan Goetz, will share his vision of Europe’s quantum future at TNW Conference.

    Located in Finland’s thriving quantum startup ecosystem, IQM has built over 30 full-stack quantum computers to date at its facility in Espoo, west of the capital, Helsinki. This site also houses Europe’s only private quantum chip factory. 

    Inés De Vega, vice president of innovation at IQM, tells TNW that its quantum processors have “similar, if not better, performance in terms of fidelities” than IBM, often considered the world leader in quantum technology. Fidelity refers to the accuracy with which a quantum computer can perform operations on qubits without introducing errors — a critical metric for building reliable and scalable quantum systems. 

    IQM-Quantum-Fabrication-Facility-Finland-00
    IQM’s headquarters in Espoo, Finland, is home to Europe’s only quantum chip fabrication facility. Credit: IQM
    IQM-Quantum-Fabrication-Facility-Finland-00

    While IQM is one of Europe’s most prominent quantum startups, it’s far from alone. There are currently 122 quantum computing companies on the continent, with a combined value of almost $13bn, according to Dealroom data.  

    UK-based Quantinuum is the best-funded, having raised $647 million at a $5bn valuation. Instead of using super-cooled superconducting circuits, Quantinuum develops trapped-ion quantum computers, which use electrically charged atoms controlled by lasers for qubits. Other European big shots include French startup Pasqal and the UK’s Oxford Quantum Circuits. 

    In the US, tech giants such as IBM, Google, Amazon, Microsoft, and Intel, plus well-funded startups like PsiQuantum, are all racing to scale up their own quantum computers and reduce error rates. 

    Globally, more than 30 governments have pledged over $40bn in public funding for quantum technologies, set to be deployed over the next decade.

    Both the private and public sectors are chasing the holy grail: a fault-tolerant quantum computer — one powerful and stable enough to run complex algorithms with minimal errors. IQM aims to get there by 2030, according to its publicly available roadmap.

    IQM’s estimate is on the optimistic side. In February, Google’s CEO Sundar Pichai said he believes “practically useful” quantum computers are five-to-10 years away. A month earlier, Nvidia’s Jensen Huang suggested we’re still at least 15 years out — a comment that sent quantum stocks tumbling.

    Truth is, no one knows exactly when we’ll get there. But one thing is clear: reaching the quantum finish line will demand years of experimentation, iteration, and engineering breakthroughs. That work is already underway in labs such as IQM’s, where the boundaries of physics are being pushed, one qubit at a time.

    At TNW Conference on June 19, IQM CEO and co-founder Jan Goetz will join Elvira Shishenina, senior director at Quantinuum, and Tom Henriksson, general partner at OpenOcean, for a panel discussion titled “Quantum Race: Can Europe Secure Leadership in Quantum?” Tickets for the event are now on sale. Use the code TNWXMEDIA2025 at the check-out to get 30% off the price tag.


  • NOV CIO fused AI and Zero Trust to slash threats by 35x

    NOV CIO fused AI and Zero Trust to slash threats by 35x


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    National Oilwell Varco (NOV) is undergoing a sweeping cybersecurity transformation under CIO Alex Philips, embracing a Zero Trust architecture, strengthening identity defenses and infusing AI into security operations. While the journey is not complete, the results, by all accounts, are dramatic – a 35-fold drop in security events, the elimination of malware-related PC reimaging and millions saved by scrapping legacy “appliance hell” hardware.

    VentureBeat recently sat down (virtually) for this in-depth interview where Philips details how NOV achieved these outcomes with Zscaler’s Zero Trust platform, aggressive identity protections and a generative AI “co-worker” for its security team.

    He also shares how he keeps NOV’s board engaged on cyber risk amid a global threat landscape where 79% of attacks to gain initial access are malware-free, and adversaries can move from breach to break out in as little as 51 seconds.

    Below are excerpts of Philips’ recent interview with VentureBeat:

    VentureBeat: Alex, NOV went “all in” on Zero Trust a number of years ago – what were the standout gains?

    Alex Philips: When we started, we were a traditional castle-and-moat model that wasn’t keeping up. We didn’t know what Zero Trust was, we just knew that we needed identity and conditional access at the core of everything. Our journey began by adopting an identity-driven architecture on Zscaler’s Zero Trust Exchange and it changed everything. Our visibility and protection coverage dramatically increased while simultaneously experiencing a 35x reduction in the number of security incidents. Before, our team was chasing thousands of malware incidents; now, it’s a tiny fraction of that. We also went from reimaging about 100 malware-infected machines each month to virtually zero now. That’s saved a considerable amount of time and money. And since the solution is cloud-based, Appliance hell is gone, as I like to say.

    The zero trust approach now gives 27,500 NOV users and third parties policy-based access to thousands of internal applications, all without exposing those apps directly to the internet.

    We were then able to take an interim step and re-architect our network to take advantage of internet-based connectivity vs. legacy expensive MPLS. “On average, we increased speed by 10–20x, reduced latency to critical SaaS apps, and slashed cost by over 4x… Annualized savings [from network changes] have already achieved over $6.5M,” Philips has noted of the project.

    VB: How did shifting to zero trust actually reduce the security noise by such an enormous factor?

    Philips: A big reason is that our internet traffic now goes through a Security Service Edge (SSE) with full SSL inspection, sandboxing, and data loss prevention. Zscaler peers directly with Microsoft, so Office 365 traffic got faster and safer – users stopped trying to bypass controls because performance improved. After being denied SSL inspection with on-prem equipment, we finally got legal approval to decrypt SSL traffic since the cloud proxy does not give NOV access to spy on the data itself. That means malware hiding in encrypted streams started getting caught before hitting endpoints. In short, we shrunk the attack surface and let good traffic flow freely. Fewer threats in meant fewer alerts overall.

    John McLeod, NOV’s CISO, concurred that the “old network perimeter model doesn’t work in a hybrid world” and that an identity-centric cloud security stack was needed. By routing all enterprise traffic through cloud security layers (and even isolating risky web sessions via tools like Zscaler’s Zero Trust Browser), NOV dramatically cut down intrusion attempts. This comprehensive inspection capability is what enabled NOV to spot and stop threats that previously slipped through, slashing incident volumes by 35x.

    VB: Were there any unforeseen benefits to adopting Zero Trust you didn’t initially expect?

    Alex Philips: Yes, our users actually preferred the cloud-based Zero Trust experience over legacy VPN clients, so adoption was simple and gave us unprecedented agility for mobility, acquisitions, and even what we like to call “Black Swan Events”. For example, when COVID-19 hit, NOV was already prepared! I told my leadership team if all 27,500 of our users needed to work remotely, our IT systems could handle it. My leadership was stunned and our company kept moving forward without missing a beat.

    VB: Identity-based attacks are on the rise – you’ve mentioned staggering stats about credential theft. How is NOV fortifying identity and access management?

    Philips: Attackers know it’s often easier to log in with stolen credentials than to drop malware. In fact, 79% of attacks to gain initial access in 2024 were malware-free, relying on stolen credentials, AI-driven phishing, and deepfake scams, according to recent threat reports. One in three cloud intrusions last year involved valid credentials. We’ve tightened identity policies to make those tactics harder.

    For example, we integrated our Zscaler platform with Okta for identity and conditional access checks. Our conditional access policies verify devices have our SentinelOne antivirus agent running before granting access, adding an extra posture check. We’ve also drastically limited who can perform password or MFA resets. No single admin should be able to bypass authentication controls alone. This separation of duties prevents an insider or compromised account from simply turning off our protections.

    VB: You mentioned finding a gap even after disabling a user’s account. Can you explain?

    Philips: We discovered that if you detect and disable a compromised user’s account, the attacker’s session tokens might still be active. It isn’t enough to reset passwords; you have to revoke session tokens to truly kick out an intruder. We’re partnering with a startup to create near real-time token invalidation solutions for our most commonly used resources. Essentially, we want to make a stolen token useless within seconds. A Zero Trust architecture helps because everything is re-authenticated through a proxy or identity provider, giving us a single choke point to cancel tokens globally. That way, even if an attacker grabs a VPN cookie or cloud session, they can’t move laterally because we’ll kill that token fast.

    VB: How else are you securing identities at NOV?

    Philips: We enforce multi-factor authentication (MFA) almost everywhere and monitor for abnormal access patterns. Okta, Zscaler, and SentinelOne together form an identity-driven security perimeter where each login and device posture is continuously verified. Even if someone steals a user password, they still face device checks, MFA challenges, conditional access rules, and the risk of instant session revocation if anything seems off. Resetting a password isn’t enough anymore — we must revoke session tokens instantly to stop lateral movement. That philosophy underpins NOV’s identity threat defense strategy.

    VB: You’ve also been an early adopter of AI in cybersecurity. How is NOV leveraging AI and generative models in the SOC?

    Philips: We have a relatively small security team for our global footprint, so we must work smarter. One approach is bringing AI “co-workers” into our security operations center (SOC). We partnered with SentinelOne and started using their AI security analyst tool—an AI that can write and run queries across our logs at machine speed. It’s been a game changer, allowing analysts to ask questions in plain English and get answers in seconds. Instead of manually crafting SQL queries, the AI suggests the next query or even auto-generates a report, which has dropped our mean time to respond.

    We’ve seen success stories where threat hunts are performed up to 80% faster using AI assistants. Microsoft’s own data shows that adding generative AI can reduce incident mean time to resolution by 30%. Beyond vendor tools, we’re also experimenting with internal AI bots for operational analytics, using OpenAI foundational AI models to help non-technical staff quickly query data. Of course, we have data protection guardrails in place so these AI solutions don’t leak sensitive information.

    VB: Cybersecurity is no longer just an IT issue. How do you engage NOV’s board and executives on cyber risk?

    Philips: I made it a priority to bring our board of directors along on our cyber journey. They don’t need the deep technical minutiae, but they do need to understand our risk posture. With generative AI exploding, for example, I briefed them on both the advantages and risks early on. That education helps when I propose controls to prevent data leaks—there’s already alignment on why it’s necessary.

    The board views cybersecurity as a core business risk now. They’re briefed on it at every meeting, not just once a year. We’ve even run tabletop exercises with them to show how an attack would play out, turning abstract threats into tangible decision points. That leads to stronger top-down support.

    I make it a point to constantly reinforce the reality of cyber risk. Even with millions invested in our cybersecurity program, the risk is never fully eliminated. It is not if we will have an incident, but when.

    VB: Any final advice, based on NOV’s journey, for other CIOs and CISOs out there?

    Philips: First, recognize that security transformation and digital transformation go hand in hand. We couldn’t have moved to the cloud or enabled remote work so effectively without Zero Trust, and the business cost savings helped fund security improvements. It truly was a “win, win, win.”

    Second, focus on the separation of duties in identity and access. No one person should be able to undermine your security controls—myself included. Small process changes like requiring two people to change MFA for an exec or highly privileged IT staff, can thwart malicious insiders, mistakes, and attackers.

    Lastly, embrace AI carefully but proactively. AI is already a reality on the attacker side. A well-implemented AI assistant can multiply your team’s defense, but you must manage the risks of data leakage or inaccurate models. Make sure to merge AI output with your team’s skill to create an AI-infused “brAIn”.

    We know the threats keep evolving, but with zero trust, strong identity security and now AI on our side, it helps give us a fighting chance.



  • AI has grown beyond human knowledge, says Google’s DeepMind unit

    AI has grown beyond human knowledge, says Google’s DeepMind unit


    abstract ai concept

    worawit chutrakunwanit/Getty Images

    The world of artificial intelligence (AI) has recently been preoccupied with advancing generative AI beyond simple tests that AI models easily pass. The famed Turing Test has been “beaten” in some sense, and controversy rages over whether the newest models are being built to game the benchmark tests that measure performance.

    The problem, say scholars at Google’s DeepMind unit, is not the tests themselves but the limited way AI models are developed. The data used to train AI is too restricted and static, and will never propel AI to new and better abilities. 

    In a paper posted by DeepMind last week, part of a forthcoming book by MIT Press, researchers propose that AI must be allowed to have “experiences” of a sort, interacting with the world to formulate goals based on signals from the environment.

    Also: With AI models clobbering every benchmark, it’s time for human evaluation

    “Incredible new capabilities will arise once the full potential of experiential learning is harnessed,” write DeepMind scholars David Silver and Richard Sutton in the paper, Welcome to the Era of Experience.

    The two scholars are legends in the field. Silver most famously led the research that resulted in AlphaZero, DeepMind’s AI model that beat humans in games of Chess and Go. Sutton is one of two Turing Award-winning developers of an AI approach called reinforcement learning that Silver and his team used to create AlphaZero. 

    The approach the two scholars advocate builds upon reinforcement learning and the lessons of AlphaZero. It’s called “streams” and is meant to remedy the shortcomings of today’s large language models (LLMs), which are developed solely to answer individual human questions.

    deepmind-2025-uses-of-reinforcement-learning

    Google DeepMind

    Silver and Sutton suggest that shortly after AlphaZero and its predecessor, AlphaGo, burst on the scene, generative AI tools, such as ChatGPT, took the stage and “discarded” reinforcement learning. That move had benefits and drawbacks. 

    Also: OpenAI’s Deep Research has more fact-finding stamina than you, but it’s still wrong half the time

    Gen AI was an important advance because AlphaZero’s use of reinforcement learning was restricted to limited applications. The technology couldn’t go beyond “full information” games, such as Chess, where all the rules are known. 

    Gen AI models, on the other hand, can handle spontaneous input from humans never before encountered, without explicit rules about how things are supposed to turn out. 

    However, discarding reinforcement learning meant, “something was lost in this transition: an agent’s ability to self-discover its own knowledge,” they write.

    Instead, they observe that LLMs “[rely] on human prejudgment”, or what the human wants at the prompt stage. That approach is too limited. They suggest that human judgment “imposes “an impenetrable ceiling on the agent’s performance: the agent cannot discover better strategies underappreciated by the human rater.

    Not only is human judgment an impediment, but the short, clipped nature of prompt interactions never allows the AI model to advance beyond question and answer. 

    “In the era of human data, language-based AI has largely focused on short interaction episodes: e.g., a user asks a question and (perhaps after a few thinking steps or tool-use actions) the agent responds,” the researchers write.

    “The agent aims exclusively for outcomes within the current episode, such as directly answering a user’s question.” 

    There’s no memory, there’s no continuity between snippets of interaction in prompting. “Typically, little or no information carries over from one episode to the next, precluding any adaptation over time,” write Silver and Sutton. 

    Also: The AI model race has suddenly gotten a lot closer, say Stanford scholars

    However, in their proposed Age of Experience, “Agents will inhabit streams of experience, rather than short snippets of interaction.”

    Silver and Sutton draw an analogy between streams and humans learning over a lifetime of accumulated experience, and how they act based on long-range goals, not just the immediate task.

    “Powerful agents should have their own stream of experience that progresses, like humans, over a long time-scale,” they write.

    Silver and Sutton argue that “today’s technology” is enough to start building streams. In fact, the initial steps along the way can be seen in developments such as web-browsing AI agents, including OpenAI’s Deep Research. 

    “Recently, a new wave of prototype agents have started to interact with computers in an even more general manner, by using the same interface that humans use to operate a computer,” they write.

    The browser agent marks “a transition from exclusively human-privileged communication, to much more autonomous interactions where the agent is able to act independently in the world.”

    Also: The Turing Test has a problem – and OpenAI’s GPT-4.5 just exposed it

    As AI agents move beyond just web browsing, they need a way to interact and learn from the world, Silver and Sutton suggest. 

    They propose that the AI agents in streams will learn via the same reinforcement learning principle as AlphaZero. The machine is given a model of the world in which it interacts, akin to a chessboard, and a set of rules. 

    As the AI agent explores and takes actions, it receives feedback as “rewards”. These rewards train the AI model on what is more or less valuable among possible actions in a given circumstance.

    The world is full of various “signals” providing those rewards, if the agent is allowed to look for them, Silver and Sutton suggest.

    “Where do rewards come from, if not from human data? Once agents become connected to the world through rich action and observation spaces, there will be no shortage of grounded signals to provide a basis for reward. In fact, the world abounds with quantities such as cost, error rates, hunger, productivity, health metrics, climate metrics, profit, sales, exam results, success, visits, yields, stocks, likes, income, pleasure/pain, economic indicators, accuracy, power, distance, speed, efficiency, or energy consumption. In addition, there are innumerable additional signals arising from the occurrence of specific events, or from features derived from raw sequences of observations and actions.”

    To start the AI agent from a foundation, AI developers might use a “world model” simulation. The world model lets an AI model make predictions, test those predictions in the real world, and then use the reward signals to make the model more realistic. 

    “As the agent continues to interact with the world throughout its stream of experience, its dynamics model is continually updated to correct any errors in its predictions,” they write.

    Also: AI isn’t hitting a wall, it’s just getting too smart for benchmarks, says Anthropic

    Silver and Sutton still expect humans to have a role in defining goals, for which the signals and rewards serve to steer the agent. For example, a user might specify a broad goal such as ‘improve my fitness’, and the reward function might return a function of the user’s heart rate, sleep duration, and steps taken. Or the user might specify a goal of ‘help me learn Spanish’, and the reward function could return the user’s Spanish exam results.

    The human feedback becomes “the top-level goal” that all else serves.

    The researchers write that AI agents with those long-range capabilities would be better as AI assistants. They could track a person’s sleep and diet over months or years, providing health advice not limited to recent trends. Such agents could also be educational assistants tracking students over a long timeframe.

    “A science agent could pursue ambitious goals, such as discovering a new material or reducing carbon dioxide,” they offer. “Such an agent could analyse real-world observations over an extended period, developing and running simulations, and suggesting real-world experiments or interventions.”

    Also: ‘Humanity’s Last Exam’ benchmark is stumping top AI models – can you do any better?

    The researchers suggest that the arrival of “thinking” or “reasoning” AI models, such as Gemini, DeepSeek’s R1, and OpenAI’s o1, may be surpassed by experience agents. The problem with reasoning agents is that they “imitate” human language when they produce verbose output about steps to an answer, and human thought can be limited by its embedded assumptions. 

    “For example, if an agent had been trained to reason using human thoughts and expert answers from 5,000 years ago, it may have reasoned about a physical problem in terms of animism,” they offer. “1,000 years ago, it may have reasoned in theistic terms; 300 years ago, it may have reasoned in terms of Newtonian mechanics; and 50 years ago, in terms of quantum mechanics.”

    The researchers write that such agents “will unlock unprecedented capabilities,” leading to “a future profoundly different from anything we have seen before.” 

    However, they suggest there are also many, many risks. These risks are not just focused on AI agents making human labor obsolete, although they note that job loss is a risk. Agents that “can autonomously interact with the world over extended periods of time to achieve long-term goals,” they write, raise the prospect of humans having fewer opportunities to “intervene and mediate the agent’s actions.” 

    On the positive side, they suggest, an agent that can adapt, as opposed to today’s fixed AI models, “could recognise when its behaviour is triggering human concern, dissatisfaction, or distress, and adaptively modify its behaviour to avoid these negative consequences.”

    Also: Google claims Gemma 3 reaches 98% of DeepSeek’s accuracy – using only one GPU

    Leaving aside the details, Silver and Sutton are confident the streams experience will generate so much more information about the world that it will dwarf all the Wikipedia and Reddit data used to train today’s AI. Stream-based agents may even move past human intelligence, alluding to the arrival of artificial general intelligence, or super-intelligence.

    “Experiential data will eclipse the scale and quality of human-generated data,” the researchers write. “This paradigm shift, accompanied by algorithmic advancements in RL [reinforcement learning], will unlock in many domains new capabilities that surpass those possessed by any human.”

    Silver also explored the subject in a DeepMind podcast this month.




  • Resist, eggheads! Universities are not as weak as they have chosen to be.

    Resist, eggheads! Universities are not as weak as they have chosen to be.



    The wholesale American cannibalism of one of its own crucial appendages—the world-famous university system—has begun in earnest. The campaign is predictably Trumpian, built on a flagrantly pretextual basis and executed with the sort of vicious but chaotic idiocy that has always been a hallmark of the authoritarian mind.

    At a moment when the administration is systematically waging war on diversity initiatives of every kind, it has simultaneously discovered that it is really concerned about both “viewpoint diversity” and “antisemitism” on college campuses—and it is using the two issues as a club to beat on the US university system until it either dies or conforms to MAGA ideology.

    Reaching this conclusion does not require reading any tea leaves or consulting any oracles; one need only listen to people like Vice President JD Vance, who in 2021 gave a speech called “The Universities are the Enemy” to signal that, like every authoritarian revolutionary, he intended to go after the educated.

    “If any of us want to do the things that we want to do for our country,” Vance said, “and for the people who live in it, we have to honestly and aggressively attack the universities in this country.” Or, as conservative activist Christopher Rufo put it in a New York Times piece exploring the attack campaign, “We want to set them back a generation or two.”

    The goal is capitulation or destruction. And “destruction” is not a hyperbolic term; some Trump aides have, according to the same piece, “spoken privately of toppling a high-profile university to signal their seriousness.”

    Consider, in just a few months, how many battles have been launched:

    • The Trump administration is now snatching non-citizen university students, even those in the country legally, off the streets using plainclothes units and attempting to deport them based on their speech or beliefs.
    • It has opened investigations of more than 50 universities.
    • It has threatened grants and contracts at, among others, Brown ($510 million), Columbia ($400 million), Cornell ($1 billion), Harvard ($9 billion), Penn ($175 million), and Princeton ($210 million).
    • It has reached a widely criticized deal with Columbia that would force Columbia to change protest and security policies but would also single out one academic department (Middle Eastern, South Asian, and African Studies) for enhanced scrutiny. This deal didn’t even get Columbia its $400 million back; it only paved the way for future “negotiations” about the money. And the Trump administration is potentially considering a consent decree with Columbia, giving it leverage over the school for years to come.
    • It has demanded that Harvard audit every department for “viewpoint diversity,” hiring faculty who meet the administration’s undefined standards.
    • Trump himself has explicitly threatened to revoke Harvard’s tax-exempt nonprofit status after it refused to bow to his demands. And the IRS looks ready to do it.
    • The government has warned that it could choke off all international students—an important diplomatic asset but also a key source of revenue—at any school it likes.
    • Ed Martin—the extremely Trumpy interim US Attorney for Washington, DC—has already notified Georgetown that his office will not hire any of that school’s graduates if the school “continues to teach and utilize DEI.”

    What’s next? Project 2025 lays it out for us, envisioning the federal government getting heavily involved in accreditation—thus giving the government another way to bully schools—and privatizing many student loans. Right-wing wonks have already begun to push for “a never-ending compliance review” of elite schools’ admissions practices, one that would see the Harvard admissions office filled with federal monitors scrutinizing every single admissions decision. Trump has also called for “patriotic education” in K–12 schools; expect similar demands of universities, though probably under the rubrics of “viewpoint discrimination” and “diversity.”

    Universities may tell themselves that they would never comply with such demands, but a school without accreditation and without access to federal funds, international students, and student loan dollars could have trouble surviving for long.

    Some of the top leaders in academia are ringing the alarm bells. Princeton’s president, Christopher Eisgruber, wrote a piece in The Atlantic warning that the Trump administration has already become “the greatest threat to American universities since the Red Scare of the 1950s. Every American should be concerned.”

    Lee Bollinger, who served as president of both the University of Michigan and Columbia University, gave a fiery interview to the Chronicle of Higher Education in which he said, “We’re in the midst of an authoritarian takeover of the US government… We cannot get ourselves to see how this is going to unfold in its most frightening versions. You neutralize the branches of government; you neutralize the media; you neutralize universities, and you’re on your way. We’re beginning to see the effects on universities. It’s very, very frightening.”

    But for the most part, even though faculty members have complained and even sued, administrators have stayed quiet. They are generally willing to fight for their cash in court—but not so much in the court of public opinion. The thinking is apparently that there is little to be gained by antagonizing a ruthless but also chaotic administration that just might flip the money spigot back on as quickly as it was shut off. (See also: tariff policy.)

    This academic silence also comes after many universities course-corrected following years of administrators weighing in on global and political events outside a school’s basic mission. When that practice finally caused problems for institutions, as it did following the Gaza/Israel fighting, numerous schools adopted a posture of “institutional neutrality” and stopped offering statements except on core university concerns. This may be wise policy, but unfortunately, schools are clinging to it even though the current moment could not be more central to their mission.

    To critics, the public silence looks a lot like “appeasement”—a word used by our sister publication The New Yorker to describe how “universities have cut previously unthinkable ‘deals’ with the Administration which threaten academic freedom.” As one critic put it recently, “still there is no sign of organized resistance on the part of universities. There is not even a joint statement in defense of academic freedom or an assertion of universities’ value to society.”

    Even Michael Roth, the president of Wesleyan University, has said that universities’ current “infatuation with institutional neutrality is just making cowardice into a policy.”

    Appeasing narcissistic strongmen bent on “dominance” is a fool’s errand, as is entering a purely defensive crouch. Weakness in such moments is only an invitation to the strongman to dominate you further. You aren’t going to outlast your opponent when the intended goal appears to be not momentary “wins” but the weakening of all cultural forces that might resist the strongman. (See also: Trump’s brazen attacks on major law firms and the courts.)

    As an Atlantic article put it recently, “Since taking office, the Trump administration has been working to dismantle the global order and the nation’s core institutions, including its cultural ones, to strip them of their power. The future of the nation’s universities is very much at stake. This is not a challenge that can be met with purely defensive tactics.”

    The temperamental caution of university administrators means that some can be poor public advocates for their universities in an age of anger and distrust, and they may have trouble finding a clear voice to speak with when they come under thundering public attacks from a government they are more used to thinking of as a funding source.

    But the moment demands nothing less. This is not a breeze; this is the whirlwind. And it will leave a state-dependent, nationalist university system in its wake unless academia arises, feels its own power, and non-violently resists.

    Fighting back

    Finally, on April 14, something happened: Harvard decided to resist in far more public fashion. The Trump administration had demanded, as a condition of receiving $9 billion in grants over multiple years, that Harvard reduce the power of student and faculty leaders, vet every academic department for undefined “viewpoint diversity,” run plagiarism checks on all faculty, share hiring information with the administration, shut down any program related to diversity or inclusion, and audit particular departments for antisemitism, including the Divinity School. (Numerous Jewish groups want nothing to do with the campaign, writing in an open letter that “our safety as Jews has always been tied to the rule of law, to the safety of others, to the strength of civil society, and to the protection of rights and liberties for all.”)

    If you think this sounds a lot like government control, giving the Trump administration the power to dictate hiring and teaching practices, you’re not alone; Harvard president Alan Garber rejected the demands in a letter, saying, “The university will not surrender its independence or relinquish its constitutional rights. Neither Harvard nor any other private university can allow itself to be taken over by the federal government.”

    The Trump administration immediately responded by cutting billions in Harvard funding, threatening the university’s tax-exempt status, and claiming it might block international students from attending Harvard.

    Perhaps Harvard’s example will provide cover for other universities to make hard choices. And these are hard choices. But Columbia and Harvard have already shown that the only way you have a chance at getting the money back is to sell whatever soul your institution has left.

    Given that, why not fight? If you have to suffer, suffer for your deepest values.

    Fare forward

    “Resistance” does not mean a refusal to change, a digging in, a doubling down. No matter what part of the political spectrum you inhabit, universities—like most human institutions—are “target-rich environments” for complaints. To see this, one has only to read about recent battles over affirmative action, the Western canon, “legacy” admissions, the rise and fall of “theory” in the humanities, Gaza/Palestine protests, the “Varsity Blues” scandal, critiques of “meritocracy,” mandatory faculty “diversity statements,” the staggering rise in tuition costs over the last few decades, student deplatforming of invited speakers, or the fact that so many students from elite institutions cannot imagine a higher calling than management consulting. Even top university officials acknowledge there are problems.

    Famed Swiss theologian Karl Barth lost his professorship and was forced to leave Germany in 1935 because he would not bend the knee to Adolf Hitler. He knew something about standing up for one’s academic and spiritual values—and about the importance of not letting any approach to the world ossify into a reactionary, bureaucratic conservatism that punishes all attempts at change or dissent. The struggle for knowledge, truth, and justice requires forward movement even as the world changes, as ideas and policies are tested, and as cultures develop. Barth’s phrase for this was “Ecclesia semper reformanda est”—the church must always be reformed—and it applies just as well to the universities where he spent much of his career.

    As universities today face their own watershed moment of resistance, they must still find ways to remain intellectually curious and open to the world. They must continue to change, always imperfectly but without fear. It is important that their resistance not be partisan. Universities can only benefit from broad-based social support, and the idea that they are fighting “against conservatives” or “for Democrats” will be deeply unhelpful. (Just as it would be if universities capitulated to government oversight of their faculty hires or gave in to “patriotic education.”)

    This is difficult when one is under attack, as the natural reaction is to defend what currently exists. But the assault on the universities is about deeper issues than admissions policies or the role of elite institutions in American life. It is about the rule of law, freedom of speech, scientific research, and the very independence of the university—things that should be able to attract broad social and judicial support if schools do not retreat into ideology.

    Why it matters

    Ars Technica was founded by grad students and began with a “faculty model” drawn from universities: find subject matter experts and turn them loose to find interesting stories in their domains of expertise, with minimal oversight and no constant meetings.

    From Minnesota Bible colleges to the halls of Harvard, from philosophy majors to chemistry PhDs, from undergrads to post-docs, Ars has employed people from a wide range of schools and disciplines. We’ve been shaped by the university system, and we cover it regularly as a source of scientific research and computer science breakthroughs. While we differ in many ways, we recognize the value of a strong, independent, mission-focused university system that, despite current flaws, remains one of America’s storied achievements. And we hope that universities can collectively find the strength to defend themselves, just as we in the media must learn to do.

    The assault on universities and on the knowledge they produce has been disorienting in its swiftness, animus, and savagery. But universities are not starfish, flopping about helplessly on a beach while a cruel child slices off their arms one by one. They can do far more than hope to survive another day, regrowing missing limbs in some remote future. They have real power, here and now. But they need to move quickly, they need to move in solidarity, and they need to use the resources that they have, collectively, assembled.

    Because, if they aren’t going to use those resources when their very mission comes under assault, what was the point of gathering them in the first place?

    Here are a few of those resources.

    Money

    Cash is not always the most important force in human affairs, but it doesn’t hurt to have a pile of it when facing off against a feral US government. When the government threatened Harvard with multiyear cuts of $9 billion, for instance, it was certainly easier for the university to resist while sitting on a staggering $53 billion endowment. In 2024, the National Association of College and University Business Officers reported that higher ed institutions in the US collectively have over $800 billion in endowment money.

    It’s true that many endowment funds are donor-restricted and often invested in non-liquid assets, making them unavailable for immediate use or to bail out university programs whose funding has been cut. But it’s also true that $800 billion is a lot of money—it’s more than the individual GDP of all but two dozen countries.

    No trustee of this sort of legacy wants to squander an institution’s future by spending money recklessly, but what point is there in having a massive endowment if it requires your school to become some sort of state-approved adjunct?

    Besides, one might choose not to spend that money now only to find that it is soon requisitioned regardless. People in Trump’s orbit have talked for years about placing big new taxes on endowment revenue as a way of bringing universities to heel. Trump himself recently wrote on social media that Harvard “perhaps” should “lose its Tax Exempt Status and be Taxed as a Political Entity if it keeps pushing political, ideological, and terrorist inspired/supporting “Sickness?” Remember, Tax Exempt Status is totally contingent on acting in the PUBLIC INTEREST!”

    So spend wisely, but do spend. This is the kind of moment such resources were accumulated to weather.

    Students

    Fifteen million students are currently enrolled in higher education across the country. The total US population is 341 million people. That means students comprise over 4 percent of the total population; when you add in faculty and staff, higher education’s total share of the population is even greater.

    So what? Political science research over the last three decades looked at nonviolent protest movements and found that they need only 3.5 percent of the population to actively participate. Most movements that hit that threshold succeed, even in authoritarian states. Higher ed alone has those kinds of numbers.

    Students are not a monolith, of course, and many would not participate—nor should universities look at their students merely as potential protesters who might serve university interests. But students have been well-known for a willingness to protest, and one of the odd features of the current moment has been that so many students protested the Gaza/Israel conflict even though so few have protested the current government assault on the very schools where they have chosen to spend their time and money. It is hard to say whether both schools and their students are burned out from recent, bruising protests, or whether the will to resist remains.

    But if it does, the government assault on higher education could provoke an interesting realignment of forces: students, faculty, and administrators working together for once in resistance and protest, upending the normal dynamics of campus movements. And the numbers exist to make a real national difference if higher ed can rally its own full range of resources.

    Institutions

    Depending on how you count, the US has around 4,000 colleges and universities. The sheer number and diversity of these institutions is a strength—but only if they can do a better job working together on communications, lobbying, and legal defenses.

    Schools are being attacked individually, through targeted threats rather than broad laws targeting all higher education. And because schools are in many ways competitors rather than collaborators, it can be difficult to think in terms of sharing resources or speaking with one voice. But joint action will be essential, given that many smaller schools are already under economic pressure and will have a hard time resisting government demands, losing their nonprofit status, or finding their students blocked from the country or cut off from loan money.

    Plenty of trade associations and professional societies exist within the world of higher education, of course, but they are often dedicated to specific tasks and lack the public standing and authority to make powerful public statements.

    Faculty/alumni

    The old stereotype of the out-of-touch, tweed-wearing egghead, spending their life lecturing on the lesser plays of Ben Jonson, is itself out of touch. The modern university is stuffed with lawyers, data scientists, computer scientists, cryptographers, marketing researchers, writers, media professionals, and tech policy mavens. They are a serious asset, though universities sometimes leave faculty members to operate so autonomously that group action is difficult or, at least, institutionally unusual. At a time of crisis, that may need to change.

    Faculty are an incredible resource because of what they know, of course. Historians and political scientists can offer context and theory for understanding populist movements and authoritarian regimes. Those specializing in dialogue across difference, or in truth and reconciliation movements, or in peace and conflict studies, can offer larger visions for how even deep social conflicts might be transcended. Communications professors can help universities think more carefully about articulating what they do in the public marketplace of ideas. And when you are on the receiving end of vindictive and pretextual legal activity, it doesn’t hurt to have a law school stuffed with top legal minds.

    But faculty power extends beyond facts. Relationships with students, across many years, are a hallmark of the best faculty members. When generations of those students have spread out into government, law, and business, they make a formidable network.

    Universities that realize the need to fight back already know this. Ed Martin, the interim US Attorney for the District of Columbia, attacked Georgetown in February and asked if it had “eliminated all DEI from your school and its curriculum?” He ended his “clarification” letter by claiming that “no applicant for our fellows program, our summer internship, or employment in our office who is a student or affiliated with a law school or university that continues to teach and utilize DEI will be considered.”

    When Georgetown Dean Bill Treanor replied to Martin, he did not back down, noting Martin’s threat to “deny our students and graduates government employment opportunities until you, as Interim United States Attorney for the District of Columbia, approve of our curriculum.” (Martin himself had managed to omit the “interim” part of his title.) Such a threat would violate “the First Amendment’s protection of a university’s freedom to determine its own curriculum and how to deliver it.”

    There was no “negotiating” here, no attempt to placate a bully. Treanor barely addressed Martin’s questions. Instead, he politely but firmly noted that the inquiry itself was illegitimate, even under recent Supreme Court jurisprudent and Trump Department of Education policy. And he tied everything in his response to the university’s mission as a Jesuit school committed to “intellectual, ethical, and spiritual understanding.”

    The letter’s final paragraph, in which Treanor told Martin that he expected him to back down from his threats, opened with a discussion of Georgetown’s faculty.

    Georgetown Law has one of the preeminent faculties in the country, fostering groundbreaking scholarship, educating students in a wide variety of perspectives, and thriving on the robust exchange of ideas. Georgetown Law faculty have educated world leaders, members of Congress, and Justice Department officials, from diverse backgrounds and perspectives.

    Implicit in these remarks are two reminders:

    1. Georgetown is home to many top legal minds who aren’t about to be steamrolled by a January 6 defender whose actions in DC have already been so comically outrageous that Sen. Adam Schiff has placed a hold on his nomination to get the job permanently.
    2. Georgetown faculty have good relationships with many powerful people across the globe who are unlikely to sympathize with some legal hack trying to bully their alma mater.

    The letter serves as a good reminder: Resist with firmness and rely on your faculty. Incentivize their work, providing the time and resources to write more popular-level distillations of their research or to educate alumni groups about the threats campuses are facing. Get them into the media and onto lecture hall stages. Tap their expertise for internal working groups. Don’t give in to the caricatures but present a better vision of how faculty contribute to students, to research, and to society.

    Real estate

    Universities collectively possess a real estate portfolio of land and buildings—including lecture halls, stages, dining facilities, stadiums, and dormitories—that would make even a developer like Donald Trump salivate. It’s an incredible resource that is already well-used but might be put toward purposes that meet the moment even more clearly.

    Host more talks, not just on narrow specialty topics, but on the kinds of broad-based political debates that a healthy society needs. Make the universities essential places for debate, discussion, and civic organizing. Encourage more campus conferences in summer, with vastly reduced rates for groups that effectively aid civic engagement, depolarization, and dialogue across political differences. Provide the physical infrastructure for fruitful cross-party political encounters and anti-authoritarian organizing. Use campuses to house regional and national hubs that develop best practices in messaging, legal tactics, local outreach, and community service from students, faculty, and administrators.

    Universities do these things, of course; many are filled with “dialogue centers” and civic engagement offices. But many of these resources exist primarily for students; to survive and thrive, universities will need to rebuild broader social confidence. The other main criticism is that they can be siloed off from the other doings of the university. If “dialogue” is taken care of at the “dialogue center,” then other departments and administrative units may not need to worry about it. But with something as broad and important as “resistance,” the work cannot be confined to particular units.

    With so many different resources, from university presses to libraries to lecture halls, academia can do a better job at making its campuses useful both to students and to the surrounding community—so long as the universities know their own missions and make sure their actions align with them.

    Athletics

    During times of external stress, universities need to operate more than ever out of their core, mission-driven values. While educating the whole person, mentally and physically, is a worthy goal, it is not one that requires universities to submit to a Two Minutes Hate while simultaneously providing mass entertainment and betting material for the gambling-industrial complex.

    When up against a state that seeks “leverage” of every kind over the university sector, realize that academia itself controls some of the most popular sports competitions in America. That, too, is leverage, if one knows how to use it.

    Such leverage could, of course, be Trumpian in its own bluntness—no March Madness tournament, for instance, so long as thousands of researchers are losing their jobs and health care networks are decimated and the government is insisting on ideological control over hiring and department makeup. (That would certainly be interesting—though quite possibly counterproductive.)

    But universities might use their control of NCAA sporting events to better market themselves and their impact—and to highlight what’s really happening to them. Instead, we continue to get the worst kinds of anodyne spots during football and basketball games: frisbee on the quad, inspiring shots of domes and flags, a professor lecturing in front of a chalkboard.

    Be creative! But do something. Saying and doing nothing—letting the games go on without comment as the boot heel comes down on the whole sector, is a complete abdication of mission and responsibility.

    DOD and cyber research

    The Trump administration seems to believe that it has the only thing people want: grant funding. It seems not even to care if broader science funding in the US simply evaporates, if labs close down, or if the US loses its world-beating research edge.

    But even if “science” is currently expendable, the US government itself relies heavily on university researchers to produce innovations required by the Department of Defense and the intelligence community. Cryptography, cybersecurity tools, the AI that could power battlefield drone swarms—much of it is produced by universities under contract with the feds. And there’s no simple, short-term way for the government to replace this system.

    Even other countries believe that US universities do valuable cyber work for the federal government; China just accused the University of California and Virginia Tech of aiding in an alleged cyberattack by the NSA, for instance.

    That gives the larger universities—the one who often have these contracts—additional leverage. They should find a way to use it.

    Medical facilities

    Many of the larger universities run sprawling and sophisticated health networks that serve whole communities and regions; indeed, much of the $9 billion in federal money at issue in the Harvard case was going to Harvard’s medical system of labs and hospitals.

    If it seems unthinkable to you that the US government would treat the health of its own people as collateral damage in a war to become the Thought Police, remember that this is the same administration that has already tried to stop funds to the state of Maine—funds used to “feed children and disabled adults in schools and care settings across the state”—just because Maine allowed a couple of transgender kids to play on sports teams. What does the one have to do with the other? Nothing—except that the money provides leverage.

    But health systems are not simply weapons for the Trump administration to use by refusing or delaying contracts, grants, and reimbursements. Health systems can improve people’s lives in the most tangible of ways. And that means they ought to be shining examples of community support and backing, providing a perfect opportunity to highlight the many good things that universities do for society.

    Now, to the extent that these health care systems in the US have suffered from the general flaws of all US health care—lack of universal coverage leading to medical debt and the overuse of emergency rooms by the indigent, huge salaries commanded by doctors, etc.—the Trump war on these systems and on the universities behind them might provide a useful wake-up call from “business as usual.” Universities might use this time to double down on mission-driven values, using these incredible facilities even more to extend care, to lower barriers, and to promote truly public and community health. What better chance to show one’s city, region, and state the value of a university than massively boosting free and easy access to mental and physical health resources? Science research can be esoteric; saving someone’s body or mind is not.

    Conclusion

    This moment calls out for moral clarity and resolve. It asks universities to take their mission in society seriously and to resist being co-opted by government forces.

    But it asks something of all of us, too. University leaders will make their choices, but to stand strong, they need the assistance of students, faculty, and alumni. In an age of polarization, parts of society have grown skeptical about the value of higher education. Some of these people are your friends, family, and neighbors. Universities must continue to make changes as they seek to build knowledge and justice and community, but those of us no longer within their halls and quads also have a part to play in sharing a more nuanced story about the value of the university system, both to our own lives and to the country.

    If we don’t, our own degrees may be from institutions that have become almost unrecognizable.


  • Lost Records: Bloom and Rage review: punk rock never dies

    Lost Records: Bloom and Rage review: punk rock never dies


    Lost Records: Bloom and Rage

    MSRP $40.00

    DT Recommended Product

    “Lost Records: Bloom and Rage pays tribute to 90s angst and the riot grrrl rock in a deeply moving coming of age story.”

    Pros

    • Natural dialogue flow
    • Authentic camcorder hook
    • Killer soundtrack
    • Fantastic coming of age story

    Cons

    • Takes a bit to get going
    • Supernatural mystery falls flat

    When you grow up in a small town, punk rock isn’t just music: It’s a lifeline. Fuzzed out guitars blaring out of garages become the soundtrack of rebellion. It’s the music that the cops tell you to turn down, that your parents can’t stand, that your politicians try to demonize. It is loud. It is antagonistic. And in Lost Records: Bloom and Rage, it is freedom.

    Set against the backdrop of 90s angst, the latest game from the creators of Life is Strange pays its respects to a riot grrrl movement that saved a generation. The narrative adventure tells a coming of age story about four teenage girls struggling find themselves in the confines of a suffocating town. It’s a jail cell where greasy locals play the role of guards, and the wailing guitars of Bratmobile’s Love Thing are enough to inspire a prison break.

    You can’t lock us in here forever. The bars won’t hold us. We’ll chew through them. And then eat you alive.

    Lost Records: Bloom and Rage is a mature reinvention of the Life is Strange formula with an impressive dynamic range of emotions. It’s a slow burn, one that struggles to find the right balance between grounded realism and supernatural intrigue, but its heart thumps like a bass drum in the dead of night.

    The dream of the 90s

    Lost Records tells its mysterious story across two generations. In the present day, Swann returns to her hometown to reunite with a group of childhood friends that she hasn’t seen in decades. We begin to uncover why that is in a series of flashbacks to their days as rebellious kids in the 90s. In that story, Swann moves to town and connects with Nora, Kat, and Autumn. The quartet spend a formative summer bonding with one another over punk rock and transforming an abandoned shack into a safe hideaway from the dull town they can’t wait to break free from. It’s a sincere coming of age story about self discovery, queer identity, and learning what’s worth fighting back against. All of that happens in the shadow of a simmering supernatural mystery radiating from a glowing abyss in the woods.

    To tell that story, Don’t Nod employs the signature narrative hooks that defined Life is Strange. It’s a narrative filled with tough choices that lead to branching paths that shape where everything goes in both the past and present. There are several new tweaks to that formula, though, which go a long way. Choices, for instance, feel more natural here. They aren’t big, signposted moments that make it clear that players are facing a defining moment of the playthrough. I only realized how much my decisions had changed the story once I was finished and saw how many permutations of the story were possible. Lost Records feels more natural for it. Our lives and relationships are shaped just as much by the unassuming moments as they are the big choices.

    Lost Records creates plenty of quiet moments that make all the noise feel worthwhile.

    That idea is baked into the dialogue system, which isn’t just about choosing what to say next from a list of options. Don’t Nod encourages players to actually listen to the people they are talking to rather than focus solely on their responses. I’m often given a set of two or three dialogue options during conversations. If I’m impatient, I can choose one to butt into a conversation before my friends are done talking. But in some cases, a different dialogue option will pop up the longer I let the other person talk. That’s counterbalanced by the fact that I only get a short amount of time to say some respondes, otherwise my silence might be misinterpreted. That creates a great tension, as I need to balance being an active listener and saying what I really mean without hesitation. It better encapsulates the tricky nuances of communication, especially for a teenager trying to find her voice while not trying to embarrass herself in front of the cool girls.

    That natural touch is present in Lost Records’ best idea: its camcorder. Swann isn’t a musician like her friends, but rather a budding videographer who is always carrying a camera with her. While exploring between dialogue sequences, I can break out my camera and film everything from birds to scenic landscapes. It’s a clever stand-in for traditional collectibles that reinforce Swann’s desire to document the world around her.

    Recording a video in Lost Records: Bloom & Rage.
    Don’t Nod

    As someone who used to film on mini DV camcorders all the time as a kid, it’s a remarkably authentic recreation. My footage gets a grainy filter pulled straight from the era and I can use my DualSense’s gyroscope on PS5 to add natural handheld shake to it. The camera even continues filming for a half a second or so after I hit record, leading to shots that end in a quick pan down to my feet before the cut, just as so many of my real life shots used to.

    Small touches like that create a more tangible vision of the 90s rather than one that panders to hollow nostalgia. It wasn’t all just Furbys and Moon Shoes. It was a time defined by angst, leading to a counter-culture revolution that birthed fierce bands like Sleater-Kinney. I can feel the unrest of the era as songs by riot grrrl legends like Babes in Toyland soundtrack Swann’s development. That punk spirit is balanced out by moments of peace and tenderness, as I spend summer lounging in the woods with my friends. The evocative visuals so effectively capture the warmth that I can practically hear the mosquitos buzzing in my ears and feel the sun on my skin. Rebellion is motivated by the belief that the world can be better; Lost Records creates plenty of quiet moments that make all the noise feel worthwhile.

    Growth through rebellion

    Those gameplay systems create a backbone for Lost Records’ fantastic story, though it’s one that requires a lot of patience and trust. The narrative is split into two “tapes,” dubbed Bloom and Rage respectively. That episodic split is a bit misleading, as it creates the sense that the story is going to be filled with cliffhangers and twists like Life is Strange before it. That’s not the case, and it makes the first half hard to totally grapple with initially. In actuality, Lost Records is a slow-burn coming of age story that’s just as comfortable watching its cast lounge in the woods as it is teasing out a supernatural mystery.

    The two parts should be taken less as TV episodes and more as one complete arc divided by a key emotional turn. The nuance is in the naming. Bloom is a fitting title for Tape 1 as it’s largely focused on the girls growing alongside one another. Swann begins the chapter as a shy kid who struggles with body image issues, but she slowly starts to find herself through days spent documenting her friends’ messy garage jams. Player choice helps make that feel more authentic. In my playthrough, I wanted to start a romance with Nora, but I was intimidated. Nora is the definition of 90s cool, a spitting image of Kathleen Hanna. I felt too shy to pursue obvious flirts initially. It took time for me to test the waters through the story, eventually gaining the confidence to make a move after lots of careful prodding. The moment where it all came together didn’t feel mechanical, achieved through an optimized dialogue path; it felt like Swann landed exactly where she belonged on her terms.

    Tragedy does not invalidate all the love and joy we experience.

    Just as important as the girls’ relationships to one another is their relationship to rebellion. In Bloom, it’s an act of play. A garage becomes a secret base where they can shout their lungs out in peace. Their hideout in the woods almost feels like an imaginary place. Punk rock is a dress up game. The more they embrace the riot grrrl ethos, the more they accept that it’s not something they have to keep a secret. It all culminates in Bloom’s climax, a pop-up punk show meant to cause a visible disruption in their small town.

    Then comes Rage.

    Reality sets in as Tape 2 begins, taking the story in an unexpected, sobering direction. It’s easy to rage against the machine by shredding, but a revelation about a character’s health puts the girls in a fight that they can’t win as easily. Their frustration begins to boil over as they scream at a monster with no ears. The innocence and joy of the first half gives way to vandalism and arson as the quartet tries to push back against the forces of life and death in any way they can. It’s a powerful expression of raw anger, which makes it all the more disruptive when the story detours into a supernatural, neon-soaked climax that needlessly teases a sequel. Those otherworldly elements are more effective when they’re used as backburner metaphors for the girls’ angst, which deepens like a never ending abyss.

    It’s only once we emerge from Tape 2’s big revelation that Lost Records really pays off its slow build. That’s when the girls, now fully formed adults who have gone their separate ways, can reflect on what that period in their life really meant to them. It wasn’t just the moments of bliss that were formative, but the anger and sorrow too. Tragedy does not invalidate all the love and joy we experience; it sharpens those feelings and makes the people who help us get through it all the more precious.

    First person gameplay in Lost Records: Bloom & Rage.
    Don’t Nod

    I think back to my own days as a punk rocker in a small town. Late in my high school years, I was a bassist for a band called Aguasaurus. What began as a bunch of unskilled musicians covering Creep to a crowd of our friends soon became an outlet for pushing our town out of its comfort zone. We showed up to an acoustic coffee house show with a fully electric setup and thrashed. We played a set at our town’s summer student music festival where we played the same song seven times. During one set, we simply got on stage, played a recording of a DMX song, and then left. We thought it was a rebellion against our boring classmates and teachers, but it was about pushing ourselves more than anything. It helped us understand our relationship with authority. We became bolder, more creative, less scared of confrontation. It was liberating, as if we were caged animals smashing through the bars. The few sets we played shaped me into who I am today, something I couldn’t fully understand at the time.

    Decades later, I attended a funeral for our guitarist. It was the most painful experience of my life and I still carry the scars from seeing his body lying in an open casket to this day. After the viewing, my childhood friends and I all got together to reminisce. We spent the rest of the evening telling stories about all the stuff we managed to get away with in high school. Aguasaurus inevitably came up and the surviving bandmates and I told tall tales of our messy practices and even messier live shows. For a brief moment, I was no longer focused on the fact that my friend had been tragically taken from us too soon. I was grateful that we got to share the stage together so many times and use our music as weapons. His off-tempo guitar riffs still echo through my body. There’s electricity in my blood. I carry the spirit of punk rock with me every day, just as I feel that Nora still must even after trading in her guitar for a subdued adult life.

    You can’t stamp out a rebellion once the sparks have been lit. It is a fire that will always burn within me, only glowing brighter to honor each fallen comrade. Punk rock never dies.

    Lost Records: Bloom and Rage was tested on PS5 Pro.







  • Panasonic S1R II review: An excellent hybrid camera that’s cheaper than rivals

    Panasonic S1R II review: An excellent hybrid camera that’s cheaper than rivals


    With the A1, Sony was the first to introduce a high-resolution hybrid camera that was equally adept at stills and video — but boy was it expensive. Nikon and Canon followed that template with the R5 II and Z8 models that offered similar capabilities for less money, but those were still well north of $4,000.

    Enter the S1R II. It’s Panasonic’s first camera that can not only shoot up to 8K video at the company’s usual high standards, but also capture 44-megapixel (MP) photos in rapid bursts. And unlike its rivals, the new model is available at a more reasonable $3,300 — half the price of Sony’s A1 II. At the same time, it’s a massive upgrade over the original S1R.

    The main catch is the lack of a high-speed stacked sensor found in the other models, which can cause some skewing in both images and video. As I discovered, though, that tradeoff is well worth it for the lower price and picture quality that matches its competition. All of that makes the S1R II Panasonic’s best camera yet and a very tempting option in the high-resolution mirrorless category.

    The S1R II is similar to other recent Panasonic models like the GH7 in terms of the design and control layout. It’s much lighter than the original S1R at 1.75 pounds compared to 2.24 pounds, so it’s less tiresome to carry around all day. As for handling, the massive grip has a ridge where your fingertips sit, making it nearly impossible to drop. The rubberized exterior is easy on the hands, though not quite as nice as the R5 II’s softer material.

    I’ve always liked Panasonic’s controls and in that regard the S1R II may be the company’s best model yet. Along with a joystick and dials on the top front, top back and rear, it has lockable mode and burst shooting dials on top. You also get a dedicated button for photos, video and slow and quick (S&Q) modes, each with separate settings. There’s a dedicated autofocus switch, video record buttons both on top and front, a tally light and multiple programmable buttons.

    The menu system is equally good, with logical color-coded menus and submenus. You can also rapidly find your most-used functions in the quick menu. All of that allowed me to shoot photos and video without fumbling for settings. You can also fully program buttons, dials and the quick menu to your own preferences.

    The Panasonic S1R II's versatile tilting and folding display
    Steve Dent for Engadget

    The rear display is great for content creators and photographers alike. It tilts up and down to allow for easy overhead or shoot-from-the hip photography and also swivels out to the side so vloggers can conveniently film themselves. It’s very sharp and bright enough to use on sunny days. The electronic viewfinder is also excellent with 5.76 million dots of resolution and 100 percent magnification, matching Canon’s R5 II and beating the Nikon Z8.

    Battery life isn’t a strong point, though, with 350 shots on a charge or just 280 when using the electronic viewfinder — far below the 640 shots allowed by the R5 II. It also only allows just over an hour of start-and-stop video shooting. However, Panasonic’s optional DMW-BG2 battery grip doubles endurance and also allows for battery hot-swapping.

    The S1R II supports both SDXC UHS II and much faster CFexpress Type B cards, while also supporting SSD capture via the USB-C port like the S5 IIX and GH7. The latter two storage methods enable shooting in high-bandwidth RAW and ProRes to maximize quality.

    Panasonic also included a full-sized HDMI port along with microphone and headphone jacks. For the best possible sound quality, the optional XLR2 accessory lets you capture four channels at up to 32-bit float quality to reduce the possibility of clipped audio. And finally, the S1R II is Panasonic’s first mirrorless model with a protective carbon fiber curtain that comes down to protect the sensor, just like recent Canon and Sony models.

    The Panasonic S1R II offers burst shooting speeds up to 40 fps in electronic shutter mode.
    Steve Dent for Engadget

    Although the original S1R could only manage an anemic 6 fps burst speeds, its successor can hit 40 RAW images per second in silent electronic mode, beating all its rivals — though shooting at that speed limits quality to 12-bit RAW. To get 14-bit quality, you need to use the mechanical shutter for burst shooting which tops out at 9 fps.

    However, the Panasonic S1R II doesn’t have a fast stacked sensor like rivals. The result is rolling shutter that can be a problem in some circumstances, like shooting race cars, propellers or golf swings. However, it does outperform many other non-stacked high-resolution cameras like Sony’s A7R V and Panasonic’s own S5 IIX in that area.

    Pre-burst capture is now available and starts when you half-press the shutter. That lets you save up to 1.5 seconds of photos you might have otherwise missed once you fully press the shutter button.

    With an overhauled phase-detect autofocus system and a new, faster processor, the S1R II features Panasonic’s fastest and smartest AF system yet. It can now lock onto a subject’s face and eyes quicker and follow their movements more smoothly, while also detecting and automatically switching between humans, animals, cars, motorcycles, bikes, trains and airplanes. I found it to be fast and generally reliable, but it’s still not quite up to Sony’s and Canon’s standards for speed and accuracy.

    Panasonic boosted in-body stabilization to 8 stops. That’s nearly on par with rivals, though Canon leads the way with 8.5 stops on the R5 II. Still, it lets you freeze action at shutter speeds as low as a quarter second in case you want to blur waterfalls or moving cars when shooting handheld.

    Photo quality is outstanding with detail as good as rivals, though understandably short of Sony’s 61-megapixel A7R V. Colors are as accurate as I’ve seen on any recent camera, matching or even beating Canon’s excellent R5 II. My pro photographer friends took a number of shots with the S1R II and found it slightly superior to their Sony A1, noting that they rarely needed to white balance in post.

    Thanks to the dual-ISO backside-illuminated sensor, low-light capability is excellent for a high-resolution camera, with noise well controlled up to ISO 12,800. Beyond that, grain becomes more problematic and shadows can take on a green cast. JPEG noise reduction does a good job retaining detail while suppressing noise, but gets overly aggressive above ISO 6,400.

    If 44MP isn’t enough, the S1R II offers a high-resolution mode that captures eight images with a slightly offset sensor position and composes them into a single 177 megapixel file (either RAW or JPEG). It can supposedly be used without a tripod, though I found I had to remain very still to get decent images when doing so.

    The S1R II is Panasonic’s best mirrorless camera yet for video, albeit with some caveats I’ll discuss soon. You can capture up to 8K 30p 10-bit video at a reasonably high 300 Mbps, close to what Sony’s far more expensive A1 can do. Better still, it supports oversampled 5.8K ProRes RAW video internally with no crop for maximum dynamic range, or 4K video at up to 120 fps. Finally, the S1R II is capable of “open gate” 3:2 capture of the full sensor at up to 6.4K (and 8K down the road via a firmware update), making it easy to shoot all types of formats at once, including vertical video for social media.

    The Panasonic S1R II is an excellent vlogging camera thanks to the innovative stabilization system.
    Steve Dent for Engadget

    Some of these resolutions, particularly the 5.9K 60 fps and 4K 120 fps modes come with a slight crop of about 1.1x and 1.04x, respectively. 4K 120 fps also uses pixel binning, which introduces a loss of resolution and other artifacts like rainbow-colored moire.

    That takes us to the main downside: rolling shutter. The S1R II is actually a bit better than the S5 II in that regard, with a total readout speed of about 1/40th of a second, or about 25 milliseconds at any of the full sensor readout resolutions (8K or 5.8K). That can result in wobble or skew if you whip the camera around or film fast-moving objects. However, it’s acceptable for regular handheld shooting.

    One complication is Panasonic’s dynamic range expansion (DRE) that boosts video dynamic range by a stop, mostly in an image’s highlights. Enabling that feature makes rolling shutter worse.

    Should you need to reduce rolling shutter, you can simply disable DRE without a big hit in quality. And shooting 4K at 60p minimizes rolling shutter so that it’s nearly on par with stacked sensor cameras, while still offering high-quality footage with just a slight crop.

    As for video quality, it’s razor sharp and color rendition is accurate and pleasing. Dynamic range is on the high end of cameras I’ve tested at close to 14 stops when shooting with Panasonic’s V-log, allowing excellent shadow and highlight recovery, especially in DRE mode. It’s still very good without DRE though, particularly if you’re not shooting in bright and sunny conditions.

    Video still from the Panasonic S1R II
    Frame grab from Panasonic S1R II 8K video
    Steve Dent for Engadget

    Video AF is also strong, keeping even quick-moving subjects in focus. Face, eye, animal and vehicle detection work well, though again, the system isn’t quite as reliable as what I saw on Sony and Canon’s latest models.

    The S1R II offers more stabilization options than its rivals, though. Optical stabilization provides good results for handheld video, while electronic stabilization (EIS) smooths things further . Cranking that up to the most aggressive high EIS setting provides gimbal-like smoothness but introduces a significant 1.5x crop.

    Along with those, Panasonic introduced something called “cropless” EIS. That setting takes advantage of unused areas of the sensor to correct corner distortion typical with wide angle lenses while also fixing skew. I found it worked very well to reduce rolling shutter even for quick pans and walking, which may help alleviate such concerns for some creators.

    So yes, rolling shutter wobble is worse on this camera than rivals like the R5 II. However, there are ways to work around it. If minimal skewing is a critical feature then don’t buy the S1R II, but it shouldn’t be an issue for most users, particularly at this price.

    The Panasonic S1R II is one of the nicest handling cameras out there.
    Steve Dent for Engadget

    The S1R II is Panasonic’s best hybrid mirrorless camera to date, offering a great balance of photography and video powers. It’s also the cheapest new camera in the high-resolution hybrid full-frame category, undercutting rivals like Canon’s R5 II and the Nikon Z8.

    The main downside is rolling shutter that primarily affects video. As I mentioned, though, it won’t pose a problem for many content creators and there are workarounds. Aside from that, it delivers outstanding photo and video quality while offering innovative features like cropless electronic stabilization.

    If you need even more resolution, Sony’s 61MP A7R V offers slightly better image quality. And if rolling shutter is really an issue then I’d recommend Canon’s R5 II (though that model does cost $1,000 more) or the Nikon Z8. Should you want to spend considerably less, the Canon R6 II or even Panasonic’s S5 II or S5 IIx are solid picks. For other hybrid shooters, though, Panasonic’s S1R II is a great choice.

    This article originally appeared on Engadget at https://www.engadget.com/cameras/panasonic-s1r-ii-review-an-excellent-hybrid-camera-thats-cheaper-than-rivals-163013065.html?src=rss


  • Best Internet Providers in Pueblo, Colorado

    Best Internet Providers in Pueblo, Colorado


    What is the best internet provider in Pueblo?

    Xfinity is the top internet provider in Pueblo, Colorado, according to our CNET broadband experts. The cable provider took the top spot thanks to its extensive local coverage and affordable pricing. Xfinity offers plans starting at just $20 per month for 150Mbps. You can more than double that speed for an additional $10, making it an excellent value.

    CenturyLink is also widely available in Pueblo, but its DSL speeds range from 10 to 140Mbps, which falls short compared to Xfinity. On the other hand, Quantum Fiber — part of the Lumen Technologies family — delivers faster speeds of up to 8,000Mbps over fiber internet and offers symmetrical upload and download speeds, which is ideal for video calls and gaming. However, Quantum Fiber’s availability in Pueblo is limited.

    Secom provides fiber internet in Pueblo as well, but most residents will find the company’s fixed wireless service more accessible. Additional fixed wireless providers in the area include T-Mobile Home Internet, Rise Broadband, and Kellin Communications, with T-Mobile leading in terms of availability, speeds and overall value.

    Best internet in Pueblo, Colorado

    Pueblo, Colorado internet providers compared

    Provider Internet technology Monthly price range Speed range Monthly equipment costs Data cap Contract CNET review score
    CenturyLink
    Read full review
    DSL $55 20-100Mbps $15 (optional) None None 6.7
    Quantum Fiber Fiber $50-$165 500-8,000Mbps None None None 6.7
    Rise Broadband
    Read full review
    Fixed wireless $45-$50 25-100Mbps None 250GB or unlimited None 6.2
    Secom Fiber, fixed wireless $60-$90 fiber, $60-$110 fixed wireless 100-1,000Mbps fiber, 15-100Mbps fixed wireless $5 None Varies N/A
    T-Mobile Home Internet
    Read full review
    Fixed wireless $50-$70 ($35-$55 with eligible mobile plans) 87-415Mbps None None None 7.4
    Verizon 5G Home Internet
    Read full review
    Fixed wireless $50-$70 ($35-$45 for eligible Verizon Wireless customers) 50-1,000Mbps None None None 7.2
    Xfinity
    Read full review
    Cable $20-$85 150-1,300Mbps $15 (included in most plans) 1.2TB None or 1 year 7

    Show more (3 items)

    Source: CNET analysis of provider data.

    What’s the cheapest internet plan in Pueblo?

    Plan Starting price Max download speed Monthly equipment fee
    Xfinity Connect
    Read full review
    $20 150Mbps $15 (optional)
    Xfinity Connect More
    Read full review
    $30 400Mbps $15 (optional)
    Rise Broadband Unlimited
    Read full review
    $45 25Mbps $10
    Quantum Fiber $50 500Mbps None
    T-Mobile Home Internet
    Read full review
    $50 ($35 with eligible mobile plans) 318Mbps None
    Verizon 5G Home Internet
    Read full review
    $50 ($35 with eligible mobile plans) 300Mbps None
    Xfinity Fast
    Read full review
    $55 600Mbps $15 (optional)
    CenturyLink Internet
    Read full review
    $55 20-140Mbps $15 (optional)

    Show more (4 items)

    Source: CNET analysis of provider data.

    Image of a water tower in Pueblo, Colorado

    Getty Images

    How to find internet deals and promotions in Pueblo

    The best internet deals and top promotions in Pueblo depend on what discounts are available during that time. Most deals are short-lived, but we look frequently for the latest offers. 

    How many members of your household use the internet?

    Pueblo internet providers, such as T-Mobile Home Internet and Xfinity, may offer lower introductory pricing or promotions for a limited time. Many, however, including Quantum Fiber and CenturyLink, run the same standard pricing year-round. 

    For a more extensive list of promos, check out our guide on the best internet deals.

    Fastest internet plans in Pueblo

    Plan Starting price Max download speed Max upload speed Data cap Connection type
    Quantum Fiber $165 8,000Mbps 8,000Mbps None Fiber
    Quantum Fiber $100 3,000Mbps 3,000Mbps None Fiber
    Quantum Fiber $75 940Mbps 940Mbps None Fiber
    Xfinity Gigabit Extra
    Read full review
    $85 1,300Mbps 35Mbps 1.2TB Cable
    Secom Fiber 1000 $90 1,000Mbps 1,000Mbps None Fiber
    Xfinity Gigabit
    Read full review
    $65 1,100Mbps 20Mbps 1.2TB Cable
    Verizon 5G Home Plus Internet
    Read full review
    $70 ($45 with eligible mobile plans) 85-1,000Mbps 50-75Mbps None Fixed wireless

    Show more (3 items)

    Source: CNET analysis of provider data.

    What’s a good internet speed?

    Most internet connection plans can now handle basic productivity and communication tasks. If you’re looking for an internet plan that can accommodate video conferencing, streaming video or gaming, you’ll have a better experience with a more robust connection. Here’s an overview of the recommended minimum download speeds for various applications, according to the Federal Communications Commission. Note that these are only guidelines — and that internet speed, service and performance vary by connection type, provider and address.

    For more information, refer to our guide on how much internet speed you really need.

    • 0 to 5Mbps allows you to tackle the basics — browsing the internet, sending and receiving email, streaming low-quality video.
    • 5 to 40Mbps gives you higher-quality video streaming and video conferencing.
    • 40 to 100Mbps should give one user sufficient bandwidth to satisfy the demands of modern telecommuting, video streaming and online gaming. 
    • 100 to 500Mbps allows one to two users to simultaneously engage in high-bandwidth activities like video conferencing, streaming and gaming. 
    • 500 to 1,000Mbps allows three or more users to engage in high-bandwidth activities at the same time.

    How CNET chose the best internet providers in Pueblo

    Internet service providers are numerous and regional. Unlike the latest smartphone, laptop, router or kitchen tool, it’s impractical to personally test every ISP in a given city. So what’s our approach? We start by researching the pricing, availability and speed information drawing on our own historical ISP data, the provider sites and mapping information from FCC.gov.

    But it doesn’t end there. We go to the FCC’s website to check our data and ensure we consider every ISP that provides service in an area. We also input local addresses on provider websites to find specific options for residents. We look at sources, including the American Customer Satisfaction Index and J.D. Power, to evaluate how happy customers are with an ISP’s service. ISP plans and prices are subject to frequent changes; all information provided is accurate as of the time of publication.

    Once we have this localized information, we ask three main questions:

    1. Does the provider offer access to reasonably fast internet speeds?
    2. Do customers get decent value for what they’re paying?
    3. Are customers happy with their service?

    While the answer to those questions is often layered and complex, the providers who come closest to “yes” on all three are the ones we recommend. When it comes to selecting the cheapest internet service, we look for the plans with the lowest monthly fee, though we also factor in things like price increases, equipment fees and contracts. Choosing the fastest internet service is relatively straightforward. We look at advertised upload and download speeds, and also take into account real-world speed data from sources like Ookla and FCC reports. (Ookla is owned by the same parent company as CNET, Ziff Davis.)

    To explore our process in more depth, visit our page on how we test ISPs.

    FAQs on internet providers in Pueblo, Colorado

    What is the best internet service provider in Pueblo?

    Xfinity is the best internet service provider in Pueblo due to its wide availability of high-speed plans and competitive pricing. Xfinity is available to nearly every Pueblo address, offering the cheapest internet plan and the fastest speeds in the area.

    Is fiber internet available in Pueblo?

    According to the most recent FCC data, fiber internet service in Pueblo is available to approximately 30% of households, or roughly 16,200 homes. Serviceability is greatest around CSU Pueblo and in the southwest part of the city. Quantum Fiber is the largest fiber internet provider in Pueblo, though Secom also offers local fiber internet service.

    What is the cheapest internet provider in Pueblo?

    Xfinity offers the cheapest internet plan in Pueblo, with service starting at $20 per month for max download speeds of 150Mbps. For $10 more per month (and still cheaper than service from any other major ISP in Pueblo), Xfinity’s Connect More plan comes with speeds up to 300Mbps. A one-year contract may be required for the lowest pricing, and renting Wi-Fi equipment from Xfinity could add $15 to your monthly bill.

    Which internet provider in Pueblo offers the fastest plan?

    Quantum Fiber offers the fastest download speed in Pueblo, up to 8,000Mbps, starting at $165 per month. After Quantum Fiber’s services, Xfinity comes in second. However, its max upload speeds are significantly slower (35Mbps) due to the use of a cable network. Secom and several other local fiber internet providers in Pueblo don’t offer max download speeds as fast as Xfinity but are capable of delivering much faster upload speeds, often equal to the plan’s max download speeds.