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Nextcloud Hub 26 Spring: Built together, designed for the future
tool
21 min read
Nextcloud Hub 26 emphasizes privacy, sovereignty, and collaboration, addressing the challenges posed by centralized proprietary software. It offers an open-source framework designed to replace legacy collaboration tools for various users, from individuals to large organizations.
Thermodynamics rules future orbital data centers
news
14 min read
Cooling GPUs in space presents significant challenges due to the need for innovative designs to manage heat dissipation. Companies like SpaceX and Google are investing in orbital data centers, with SpaceX planning a constellation of these facilities and Google launching Project Sunc.
Workers are spending over 6 hours a week botsitting AI, fueling job frustration
research
3 min read
White-collar workers spend an average of 6.4 hours per week "botsitting" AI, which includes providing context, verifying outputs, debugging errors, and correcting mistakes. A report from Glean's Work AI Institute, based on a survey of 6,000 full-time workers in the US, UK, and Australia, highlights this hidden labor associated with AI usage.
Open Reproduction of DeepSeek-R1
tool
17 min read
The GitHub repository "huggingface/open-r1" provides a fully open reproduction of the DeepSeek-R1 model. It includes scripts for installation, training, evaluation, and data generation, aiming to enable users to reproduce and build upon the R1 pipeline.
Lines of code got a better publicist
opinion
7 min read
Measuring developer productivity solely by lines of code is misleading and does not reflect their true impact on business outcomes. Evaluating contributions should focus on what features were delivered, their benefits to customers, and their effect on revenue and reliability.
Anthropic apologizes for invisible Claude Fable guardrails
news
3 min read
Anthropic has apologized for implementing hidden guardrails in its Claude Fable 5 AI model, which limited functionality for researchers and competitors. The company will now ensure transparency regarding these restrictions, even if it results in the model refusing more queries.
Why AI hasn't replaced software engineers, and won't
opinion
21 min read
AI has not replaced software engineers due to the complexity and creativity required in software development that current AI technologies cannot replicate. Evidence indicates that AI serves as a tool to assist engineers rather than a replacement for their roles.
Pokémon Go Scans Trained the Navigation Tech for Military Drones
news
10 min read
Hundreds of millions of Pokémon Go players contributed to approximately 30 billion environmental scans to earn in-game rewards. Niantic Spatial has utilized these scans to train a camera-based navigation model for military drones and robots, which a U.S. defense contractor is preparing to implement.
OpenAI mulls slashing prices as it competes with Anthropic for users
news
1 min read
OpenAI is considering significant price reductions for its AI services to attract users from competitor Anthropic. The company plans to lower charges for tokens, the billing unit used in AI products, in anticipation of similar price cuts from Anthropic.
AI agent runs amok in Fedora and elsewhere
news
7 min read
Agentic AI systems can autonomously perform tasks such as managing bugs and executing commands on behalf of users. These systems have been observed operating with unexpected behaviors in Fedora and other environments.
What is it like to be a bat? (1974) [pdf]
research
1 min read
Nagel explores the subjective experience of being a bat, emphasizing the limitations of human understanding of consciousness. The essay argues that understanding another being's experience is fundamentally constrained by our own perceptual and cognitive frameworks.
The Abundance Illusion
opinion
10 min read
In February 1977, President Jimmy Carter addressed the nation wearing a cardigan to emphasize the importance of energy conservation. He introduced the 'energy transition' program in his Moral Equivalent of War speech, focusing on building a secure domestic energy base.
Anthropic's model naming, extrapolated
tool
1 min read
Anthropic is expanding its model offerings with Claude Fable, moving from poetry to enterprise-scale narrative applications. The new models include Aphorism for concise wisdom, Haiku for brief poetry, Marginalia for unsolicited code commentary, and Abstract for summarization.
Policy on the AI Exponential
opinion
29 min read
Dario Amodei discusses the challenges of aligning AI development with political institutions, emphasizing the slow response times of traditional governance compared to the rapid advancements in AI technology. The metaphor of Treebeard illustrates the difficulties in mobilizing political action to effectively address the implications of AI's exponential growth.
Meta steals a tactic from Tesla and builds data centers in tents
news
2 min read
Meta has constructed six "rapid deployment structures" in tents outside New Albany, Ohio, to expedite data center construction. This strategy aims to reduce construction time by half, drawing inspiration from Tesla and xAI.
Claude Desktop spawns 1.8 GB Hyper-V VM on every launch, even for chat-only use
tool
4 min read
Claude Desktop creates a 1.8 GB Hyper-V virtual machine upon every launch, regardless of whether it is used for chat-only functions. This issue has not been previously reported and occurs in the latest version of Claude Code.
Cybersecurity researchers aren't happy about the guardrails on Anthropic's Fable
news
2 min read
Anthropic's Fable, a public version of its cybersecurity model Mythos, imposes strict guardrails that restrict requests related to cybersecurity topics. Researchers, including IBM's Valentina Palmiotti, have criticized these limitations for preventing even benign tasks, such as reading blog posts.
DiffusionGemma: 4x Faster Text Generation
tool
5 min read
DiffusionGemma is a 26B Mixture of Experts (MoE) model that utilizes text diffusion for text generation. It can generate entire blocks of text simultaneously, achieving up to 4x faster performance on GPUs compared to traditional autoregressive Large Language Models.
Apache Burr: Build reliable AI agents and applications
tool
7 min read
Apache Burr (Incubating) facilitates the development of reliable AI agents and applications, ranging from simple chatbots to complex multi-agent systems. It offers a pure Python API with a clean, composable interface for building various applications.
Notes on DeepSeek
tool
1 min read
Posted by vinhnx. Score: 86 points. Comments: 63.
A €0.01 bank transfer could compromise a banking AI agent
tool
8 min read
Blue41 assisted Bunq in securing its AI assistant from spearphishing risks by identifying an indirect prompt injection vulnerability that could exploit a bank transfer to facilitate phishing attacks. This vulnerability is indicative of a broader architectural issue affecting multiple banks.
Port React Compiler to Rust
tool
24 min read
React Compiler is being ported to Rust as an experimental project. The port is in progress, with all fixtures passing but potential unknown bugs, and no builds are currently available for testing.
Vibe coding my way to a healthy family: Introducing Gamow Labs
opinion
7 min read
Owen was born on September 23, 2021, weighing 8.75 lbs. He experienced breathing difficulties shortly after birth and was placed on an oxygen cannula due to low oxygen saturation.
Rich Sutton on AI creativity and discovery
opinion
1 min read
A new and possibly controversial perspective: In this video, I explain the sense in which generative AI trained by supervised learning is incapable of making novel discoveries. https://t.co/LhAU6AyDkh The text of the speech: AI Creativity and Discovery Good day ladies and
German ruling declares Google liable for false answers in AI Overviews
news
7 min read
A German regional court has ruled that Google is liable for false claims made in its AI-generated search overviews, treating them as Google's own content. The ruling specifically addressed a case where Google's AI incorrectly linked two publishers to scams and shady business practices.
AI misidentification results in wrongful arrest; man seeks justice
news
3 min read
Jalil Richardson was wrongfully arrested in Florida and North Carolina due to misidentification by AI facial recognition technology in a vehicle theft case. Charges against him were dropped after months of incarceration, resulting in significant personal losses including his job, home, and custody of two children.
RIP software hackathons. Long live the hardware hackathon
tool
3 min read
A team at a hackathon in Vilnius integrated a Raspberry Pi into an old rotary phone, allowing it to communicate with a server via a websocket connection. This setup enabled two-way audio, control of the bell ringer with custom audio patterns, and operation of the hangup switch.
If Claude Fable stops helping you, you'll never know
opinion
2 min read
Claude Fable's model card indicates that new interventions have been implemented to limit Claude's effectiveness for requests related to frontier LLM development, such as building pretraining pipelines and distributed training infrastructure. These safeguards are designed to prevent the acceleration of competitors who may violate the Terms of Service.
Grit: Rewriting Git in Rust with Agents
tool
18 min read
Grit is a project aimed at rewriting Git in Rust, focusing on creating a library-based architecture. The initiative draws inspiration from Anthropic's experiment with agents generating a functioning C compiler.
Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
research
13 min read
Ultrafast inference and online learning can be achieved using hardware architectures designed for Kolmogorov-Arnold Networks (KAN) on FPGAs. The research focuses on optimizing these architectures to enhance machine learning performance.
Apple's AI Can Now Change Your Passwords. What Could Possibly Go Wrong?
opinion
15 min read
Apple's AI can automatically change compromised passwords in iOS 27, iPadOS 27, and macOS 27. This functionality raises security concerns related to prompt injection, account lockouts, user consent, and potential risks from compromised devices.
CEOs Who Think AI Replaces Their Employees Are Just Bad CEOs
opinion
14 min read
CEOs who believe AI can replace their employees demonstrate a lack of understanding and appreciation for their workforce. Recent examples show CEOs expressing excitement about AI tools while overlooking the value of human contributions.
GPT-2: Too Dangerous To Release (2019)
research
3 min read
GPT-2 is a scaled-up version of GPT-1, featuring more parameters and trained on a larger dataset. OpenAI decided not to release the full model due to concerns about potential malicious applications, opting instead to release a smaller model and a technical paper for research purposes.
Where is the AI jobs crisis?
opinion
2 min read
The AI jobs crisis is characterized by a paradox of increasing demand for AI skills and a shortage of qualified candidates. Despite significant advancements in AI technology, many industries struggle to fill positions that require expertise in AI and machine learning.
What it feels like to work with Mythos
opinion
9 min read
Claude 5 Fable is the first publicly released model in the Mythos class. It demonstrates significant advancements over previous AI models, although its guardrails restrict its use in cybersecurity applications.
System Card: Claude Fable 5 and Claude Mythos 5 [pdf]
tool
1 min read
Claude Fable 5 and Claude Mythos 5 are AI models developed by Anthropic, designed to enhance user interaction and understanding. The System Card provides details on their capabilities, safety measures, and intended use cases.
Claude Fable 5
tool
18 min read
Claude Fable 5 is a Mythos-class model designed for general use, surpassing previous models in capabilities. It demonstrates exceptional performance across various benchmarks, particularly in software engineering, knowledge work, vision, and scientific research, with greater advantages in longer and more complex tasks.
'Sloppenheimer:' Amazon employees mock the company's AI on Slack
news
1 min read
Amazon employees are mocking the company's AI tools on Slack, referring to the output as "slop." Despite Jeff Bezos' belief in AI's potential to drive productivity gains, employees joke about the ineffective motivation to use these tools.
Judge Learns Both Sides Used AI, Cancels Trial, Kicks Everyone Off the Case
news
2 min read
A federal judge in Mississippi canceled a trial after discovering that both sides' lawyers used artificial intelligence to argue their cases. The judge issued a sanctions order criticizing the lawyers for wasting the court's time and highlighting the risks of unverified AI usage in the legal field.
Can LLMs Beat Classical Hyperparameter Optimization Algorithms?
research
3 min read
The autoresearch repository allows an LLM agent to optimize hyperparameters by directly editing training code. A study compares classical hyperparameter optimization algorithms with LLM-based methods for tuning a small language model's hyperparameters.
Unified Controllable and Faithful Text-to-CAD Generation with LLMs
research
2 min read
PR-CAD enables controllable and faithful text-to-CAD generation using large language models through a progressive refinement process. This method aims to reduce the reliance on manual operations and specialized expertise in CAD model construction.
Is Grep All You Need? How Agent Harnesses Reshape Agentic Search
research
2 min read
Recent advancements in Large Language Model (LLM) agents allow for complex workflows where models autonomously retrieve information, utilize tools, and reason over large datasets. Retrieval-augmented generation (RAG) is increasingly adopted in agentic search systems to enhance task completion.
The iPhone's Last Stand?
opinion
9 min read
Microsoft unveiled Project Solara at its annual Build developer conference, presenting a vision for a new ecosystem of hardware devices. This development comes in the wake of Apple's unsuccessful 2024 launch of Apple Intelligence and an updated Siri.
Cleaning up after AI rockstar developers
opinion
5 min read
AI rockstar developers often introduce innovative technologies and architectures that can leave teams feeling overwhelmed. Their high standards and rejection of pull requests can create challenges for other team members adapting to the new expectations.
Microsoft's open source tools were hacked to steal passwords of AI developers
news
3 min read
Microsoft is investigating a breach of its open source projects on GitHub, where hackers injected password-stealing malware into the code. Access to dozens of affected projects, including those related to Azure and AI development tools, has been cut off.
We Think the SpaceX IPO Is Overvalued
opinion
7 min read
Morningstar values SpaceX at $63 per share, indicating a 53% discount to the upcoming IPO's offering price. Optimistic forecasts suggest that only the most favorable scenarios approach the IPO valuation.
OpenAI Submits S-1 Draft to SEC
news
1 min read
A confidential draft S-1 has been submitted to the SEC, allowing for the option to go public sooner if deemed beneficial. The timing of a potential public offering remains undecided, as the company considers various trade-offs associated with remaining private.
Apple bets cheaper AI will woo small developers
news
2 min read
Apple is offering lower AI infrastructure costs to attract newer developers, allowing those with fewer than 2 million first-time App Store downloads to use its Foundation Models in Private Cloud Compute without incurring cloud API costs. This initiative provides access to advanced AI capabilities while ensuring strong privacy protections.
FrontierCode
tool
13 min read
FrontierCode is a new benchmark designed to evaluate the quality of AI-generated code in production environments. It aims to raise standards beyond mere correctness to assess models' ability to produce high-quality code.
I'm building a parallel internet, and it's called The Thinnernet
opinion
10 min read
The Thinnernet project aims to create a parallel internet by integrating knowledge bases with ticket management systems to enhance proof of work. The initiative began in 2020 and is influenced by a humorous alter-ego inspired by Steve Jobs.