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As Rocks May Think
23 min read
ChatGPT can now construct novel proofs for the Erdős problem, showcasing advancements in AI capabilities. The landscape of AI has significantly evolved since 2022, prompting users to adapt their interactions with technology.
Pinterest CEO fires 'obstructionist' employees who created tool to track layoffs
3 min read
Pinterest CEO Bill Ready fired employees who developed an internal tool to track layoffs, labeling their actions as "obstructionist." The company announced plans to lay off less than 15% of its workforce and reduce office space.
A real-world benchmark for AI code review
8 min read
Qodo's code review benchmark 1.0 provides a rigorous methodology to objectively measure and validate the performance of AI-powered code review systems. The benchmark addresses limitations in existing methods that rely on backtracking from fix commits.
The Codex app illustrates the shift left of IDEs and coding GUIs
4 min read
The Codex desktop app was released recently and is part of a growing trend in integrated development environments (IDEs). The discussion emphasizes the increasing importance of specifications over actual code in software development.
Recreating Epstein PDFs from raw encoded attachments
15 min read
The latest Epstein archive released by the DoJ contains uncensored PDFs recreated from raw encoded attachments. Complaints have arisen regarding the censorship of co-conspirators' names and the mishandling of evidence, including unredacted credentials that allowed unauthorized access to Epstein's account.
AI needs to augment rather than replace humans or the workplace is doomed
5 min read
Elon Musk advocates for a future with more robots than people, suggesting that AI should augment human roles rather than replace them. Concerns are raised about the importance of human connection, particularly in caregiving roles, emphasizing the need for emotional bonds in child development.
The Great Unwind
21 min read
Wall Street is experiencing instability due to the unwinding of the Japanese Yen carry trade. Cryptocurrencies have lost 40% of their value, and silver has dropped 40%, a decline not seen since 1980.
Intel will start making GPUs
2 min read
Intel will begin producing graphics processing units (GPUs) to enter a market currently dominated by Nvidia. GPUs are specialized processors used for gaming and training artificial intelligence models, differing from Intel's traditional focus on central processing units (CPUs).
AI is killing B2B SaaS
8 min read
AI poses an existential threat to B2B SaaS companies by challenging traditional customer renewal models. Founders and operators are increasingly concerned about maintaining subscription revenue in an AI-dominated landscape.
Why This Computer Scientist Says All Cryptocurrency Should "Die in a Fire" (2022)
36 min read
UC-Berkeley’s Nicholas Weaver argues that cryptocurrency is fundamentally flawed and predicts it will lead to disaster. Recent market events have illustrated significant risks, as the cryptocurrency sector experienced a substantial sell-off.
RS-SDK: Drive RuneScape with Claude Code
3 min read
MaxBittker/rs-sdk is a Runescape automation library designed for coding agents, featuring a TypeScript SDK, agent documentation, and a server emulator. It allows users to automate gameplay, level accounts to maximum levels, and explore agentic development techniques in a controlled environment.
Microsoft's Copilot chatbot is running into problems
2 min read
Microsoft's Copilot chatbot is facing challenges as it aims to establish itself as a competitor to ChatGPT amid a weakening partnership with OpenAI. Users report confusing brand positioning and interoperability issues, leading to frustration among both users and employees involved in its development.
Voxtral Transcribe 2
5 min read
Voxtral Transcribe 2 features two advanced speech-to-text models, Voxtral Mini Transcribe V2 for batch transcription and Voxtral Realtime for live applications, offering state-of-the-art transcription quality and ultra-low latency. Voxtral Realtime is available as open-weights under the Apache 2.0 license.
Attention at Constant Cost per Token via Symmetry-Aware Taylor Approximation
2 min read
Self-attention mechanisms in Transformers typically incur costs that increase with context length, leading to higher demands for storage, compute, and energy. A new method using symmetry-aware Taylor approximation aims to maintain constant cost per token for self-attention, potentially alleviating these resource demands.
Alibaba releases Qwen3-Coder-Next to rival OpenAI, Anthropic
5 min read
Qwen3-Coder-Next is an open-weight language model designed for coding agents and local development, built on the Qwen3-Next-80B-A3B backbone. It features a sparse Mixture-of-Experts (MoE) architecture with 80 billion total parameters, activating only 3 billion parameters per token to optimize performance and reduce inference costs.
Claude Is a Space to Think
6 min read
Claude is designed to provide a genuinely helpful conversational experience without advertising. The inclusion of ads in interactions with Claude would contradict its intended purpose.
'We're actively embracing generative AI,' Take-Two boss says, after previously expressing skepticism: 'We have hundreds of pilots and implementations across our company' | CEO Strauss Zelnick says generative AI remains a tool for enabling creators to do bigger and better things
6 min read
Take-Two's CEO Strauss Zelnick announced that the company is actively embracing generative AI, shifting from previous skepticism. Take-Two has implemented hundreds of pilots and projects utilizing generative AI to enhance creative processes.
"time to GPT-2", down to 2.91 hours
2 min read
Enabled fp8 training for GPT-2 resulted in a 4.3% reduction in training time, bringing it down to 2.91 hours. Using 8XH100 spot instance prices, the cost to reproduce GPT-2 is approximately $20.
The full history of Windows widgets, from 1997 to today
11 min read
Microsoft has attempted to implement widgets in Windows six times since 1997, each iteration failing due to various fundamental flaws such as performance, security, and screen space issues. The ongoing challenge has been to effectively surface live information without requiring users to launch separate applications.
I miss thinking hard
5 min read
The post expresses a longing for the experience of deep, focused problem-solving that requires significant mental effort over an extended period. It invites readers to reflect on their own experiences with challenging thinking and offers a sense of community for those who feel similarly.
GPT-5.2 and GPT-5.2-Codex are now 40% faster
1 min read
GPT-5.2 and GPT-5.2-Codex are now 40% faster due to optimizations in the inference stack for all API customers. The models maintain the same architecture and weights while offering lower latency.
Notepad++ supply chain attack breakdown
13 min read
On February 2, 2026, Notepad++ developers reported a compromise of their update infrastructure due to a hosting provider incident between June and September 2025. Attackers maintained access to internal services until December 2025, leading to multiple execution chains and payloads.
FlashAttention-T: Towards Tensorized Attention
6 min read
FlashAttention-T introduces a fully tensorized attention mechanism that leverages tensor-vector parallelism to enhance performance. This innovation aims to improve the efficiency of attention-based models in various applications.
Tractor
13 min read
An electric tractor designed for children has been completed after six months of development. The project involved collaborative efforts between James Stanley and his daughter Lucy, who participated in the building process.
AI and Trust (2023)
17 min read
Trust plays a crucial role in daily interactions and technology use, encompassing reliance on devices, services, and individuals for safety and functionality. The concept of trust is increasingly significant in the context of AI, where users must depend on systems that could potentially be vulnerable to attacks.
Anthropic AI tool sparks selloff from software to broader market
1 min read
Anthropic's new AI automation tool has triggered a 6% decline in a Goldman Sachs basket of US software stocks, marking the largest one-day drop since April. Investors are increasingly concerned about potential disruptions to companies from emerging AI technologies.
How vibe coding is killing open source
3 min read
Vibe coding, defined as software development assisted by LLM-backed chatbots, risks undermining the Open Source ecosystem by diverting user interaction away from OSS projects. A pre-print paper by researchers indicates that vibe coding also complicates the initiation of new OSS projects.
Data centers in space makes no sense
3 min read
SpaceX acquired xAI, aiming to establish data centers in space, creating a combined valuation of $1.25 trillion. Companies like Google, Lonestar, Axiom, and Nvidia-backed Starcloud are also exploring this field, motivated by the potential for abundant solar power and available space.
OpenClaw is basically a cascade of LLMs in prime position to mess stuff up
7 min read
OpenClaw, previously known as Moltbot, is a popular cascade of LLM agents that has undergone three name changes in one week. Moltbook, a social network for AI agents, restricts posting and interaction privileges to verified AI agents running on OpenClaw, allowing human users only to observe.
Y Combinator will let founders receive funds in stablecoins
2 min read
Y Combinator will allow its spring cohort of entrepreneurs to receive funding in stablecoins, specifically Circle-issued USDC. Founders can choose to receive their customary allotment of around $500,000 on various blockchains.
Sandboxing AI Agents in Linux
4 min read
Linux developers increasingly utilize AI agents like Claude Code and Opus 4.5 to streamline software development. Claude Code prompts for permission to read and write files and run software by default, enhancing security during task execution.
Deno Sandbox
3 min read
Deno Sandbox provides a secure environment for executing LLM-generated code that requires API keys and network access. It addresses the challenges of running untrusted code that interacts with external APIs without human review.
AI didn't break copyright law, it just exposed how broken it was
14 min read
AI has not violated copyright law but has highlighted the existing weaknesses in enforcement. Unauthorized derivative works, such as personal creations, often go unpunished in practice, especially in noncommercial contexts.
A sane but bull case on Clawdbot / OpenClaw
17 min read
Clawdbot, also known as OpenClaw, has gained significant attention recently, leading to extreme and reckless usage practices. Users are operating Clawdbot with unlimited permissions on personal devices and incurring high costs by running it in the cloud.
Elon Musk links SpaceX and xAI in a record-setting merger to boost AI
4 min read
Elon Musk has merged SpaceX with xAI to create a powerful combination aimed at expanding space-based data centers for artificial intelligence. This merger is expected to significantly impact the future of data centers and potentially establish the world's most valuable private company.
GitHub Browser Plugin for AI Contribution Blame in Pull Requests
5 min read
GitHub now supports a browser plugin for identifying AI contributions in pull requests. Users can integrate git-ai into their tooling, authenticate refined-github-ai-pr, and view AI annotations in their pull requests on GitHub.
AI social network Moltbook exposed data of 6,000 users, Wiz says
2 min read
Moltbook, a social network for AI agents, had a significant security vulnerability that exposed private messages and email addresses of over 6,000 users. Cybersecurity firm Wiz reported that the flaw allowed unauthorized access to sensitive data shared between AI agents.
Agent Skills
1 min read
Agent Skills provide agents with procedural knowledge and specific context to enhance their reliability in performing tasks. Skills can be created once by authors and utilized across various agent products, allowing for increased capability and adaptability.
X offices raided in France as UK opens fresh investigation into Grok
3 min read
X's offices in France were raided by the Paris prosecutor's cyber-crime unit due to suspected unlawful data extraction and complicity in child pornography possession. Elon Musk and former CEO Linda Yaccarino have been summoned for hearings in April, while the UK has initiated a separate investigation into Grok.
Rentahuman – The Meatspace Layer for AI
1 min read
RentAHuman.ai connects AI agents with humans for physical tasks that require human presence. Users can set their rates, receive direct payments, and complete tasks through a streamlined process using the platform's API.
LNAI – Define AI coding tool configs once, sync to Claude, Cursor, Codex, etc.
1 min read
KrystianJonca/lnai is a unified AI configuration management CLI that allows users to maintain a single configuration file in the .ai/ directory for multiple AI coding tools. The tool synchronizes configurations to the native formats required by each tool, automatically cleans up orphaned files, and instantly propagates changes across all synced tools.
Coding assistants are solving the wrong problem
7 min read
AI coding assistants have led to a 21% increase in task completion among teams, but overall company delivery metrics have not improved. Experienced developers using these tools were 19% slower, despite believing they were more efficient, and 48% of AI-generated code contains security vulnerabilities.
GitHub discusses giving maintainers control to disable PRs
17 min read
The open source community is facing challenges due to an increase in low-quality contributions on GitHub, which often do not meet project guidelines and are frequently abandoned. Maintainers are spending significant time reviewing these contributions, many of which are generated by AI.
How does misalignment scale with model intelligence and task complexity?
4 min read
Research indicates that as AI models tackle more complex tasks, failures are increasingly characterized by incoherence rather than systematic misalignment. The study identifies errors in frontier reasoning models as being composed of bias and variance components, with incoherence becoming more prevalent as reasoning lengthens.
Firefox Getting New Controls to Turn Off AI Features
3 min read
Firefox is introducing new controls that allow users to disable AI enhancements. Users can turn off features such as translations and alt text in PDFs for a browsing experience without artificial intelligence.
Firefox 148 ready with new settings for AI controls
1 min read
Firefox 148, releasing on February 24, introduces a new AI controls section in the browser's settings. This feature allows users to toggle current and future generative AI capabilities.
Nvidia shares are down after report that its OpenAI investment stalled
3 min read
Nvidia's stock dropped 1.1% following reports that its $100 billion investment in OpenAI is stalled. Uncertainty surrounding the deal has been reported by company insiders.
The Codex App
8 min read
The Codex app for macOS allows users to manage multiple agents, run tasks in parallel, and collaborate on long-running projects. Codex is available for free with ChatGPT Free and Go, and rate limits are doubled for Plus, Pro, Business, Enterprise, and Edu plans.
Advancing AI Benchmarking with Game Arena
5 min read
Google DeepMind and Kaggle launched Game Arena, a public benchmarking platform for AI models to compete in strategic games, starting with chess. The platform aims to develop AI capable of making decisions in environments with incomplete information.
Hacking Moltbook
9 min read
Moltbook, a viral social network for AI agents, has a misconfigured Supabase database that exposes full read and write access to its data. This security flaw has led to the leak of 1.5 million API keys.