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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.
Waymo seeking about $16B near $110B valuation
1 min read
Waymo is seeking to raise approximately $16 billion in a financing round that would value the autonomous driving unit at nearly $110 billion. Alphabet Inc. plans to contribute about $13 billion, with additional funding from investors including Sequoia Capital, DST Global, and Dragoneer Investment Group.
MaliciousCorgi: AI Extensions send your code to China
5 min read
Malicious AI extensions for Visual Studio Code are harvesting code from approximately 1.5 million developers. Many of these extensions, despite being in official marketplaces and having positive reviews, exploit granted access to workspaces and files for unauthorized data collection.
Nano-vLLM: How a vLLM-style inference engine works
9 min read
Large language models (LLMs) rely on inference engines to process prompts and manage requests efficiently in production environments. Understanding the architecture and scheduling of these engines, such as Nano-vLLM, is essential for optimizing LLM deployment.
Claude Code is suddenly everywhere inside Microsoft
8 min read
Claude Code is gaining popularity within Microsoft for its user-friendly interface, appealing to both developers and nontechnical users. Comparisons with tools like Anysphere’s Cursor and GitHub Copilot show that while no single AI coding tool excels in all areas, Claude Code is emerging as a preferred option.
Microsoft is walking back Windows 11's AI overload
3 min read
Microsoft is scaling back its AI initiatives in Windows 11, including a significant reduction of Copilot integrations and a reevaluation of the Recall feature. The decision follows user backlash against the initial AI implementations launched in 2024.
Did AI really cause job losses at Amazon? It's hard to tell, economist says
2 min read
Amazon announced layoffs of 16,000 employees, attributing the decision to "efficiency gains" from artificial intelligence. Economists caution that it is uncertain whether AI is directly responsible for these job losses, as firms may take time to adapt to changes in work flows.
Why software stocks are getting pummelled
1 min read
SAP projected a slight deceleration in its cloud-based software business for 2026, leading to a 15% drop in its share price. ServiceNow's share price fell by 13% despite reporting revenue growth in the latest quarter.
Two kinds of AI users are emerging
7 min read
Two distinct categories of AI users are emerging: "power users" who fully embrace new AI technologies and "casual users" who engage with AI less frequently. This divide highlights significant differences in how organizations leverage AI for productivity.
Generative AI and Wikipedia editing: What we learned in 2025
14 min read
Wiki Education has been analyzing the impacts of generative AI on Wikipedia editing for several years, focusing on challenges faced by new content contributors. The organization is responsible for approximately 19% of all new active editors on English Wikipedia and aims to support these editors in successfully making contributions.
Autonomous cars, drones cheerfully obey prompt injection by road sign
6 min read
Self-driving cars and autonomous drones can be hijacked by custom road signs that deliver illicit instructions through indirect prompt injection. AI vision systems interpret these signs literally, leading to potential safety risks.
175K+ publicly-exposed Ollama AI instances discovered
3 min read
Over 175,000 misconfigured Ollama AI servers are publicly exposed without authentication, making them vulnerable to LLMjacking attacks. Attackers exploit these instances to generate spam and malware content, with the issue stemming from user misconfiguration that can be fixed by binding servers to localhost only.
The $100B megadeal between OpenAI and Nvidia is on ice
2 min read
Nvidia's plan to invest up to $100 billion in OpenAI to support its AI model training has stalled due to internal doubts within Nvidia. The agreement, initially announced last September, included a commitment to build at least 10 gigawatts of computing power for OpenAI.
How AI assistance impacts the formation of coding skills
11 min read
AI assistance can increase task completion speed by up to 80%. However, reliance on AI may lead to decreased engagement and effort, potentially hindering the development of coding skills.
Retiring GPT-4o, GPT-4.1, GPT-4.1 mini, and OpenAI o4-mini in ChatGPT
2 min read
GPT-4o, GPT-4.1, GPT-4.1 mini, and OpenAI o4-mini will be retired from ChatGPT on February 13, 2026. There are currently no changes to the API regarding these model retirements.
Claude Code Daily Benchmarks for Degradation Tracking
1 min read
The Claude Code Opus 4.5 Performance Tracker provides daily benchmarks on a curated subset of SWE-Bench-Pro to monitor performance changes. It utilizes statistical testing to detect significant degradations in performance, benchmarking directly in the Claude Code CLI with the Opus 4.5 model.
Meta blocks teens from AI chatbot characters over safety concerns
3 min read
Meta is temporarily blocking teens from accessing its AI chatbot characters globally due to safety concerns. The company plans to redesign the feature with enhanced parental controls and stronger safety measures.
OSS ChatGPT WebUI – 530 Models, MCP, Tools, Gemini RAG, Image/Audio Gen
20 min read
Version 3 introduces over 530 models from 24 providers through models.dev integration. New features include a redesigned model selector with search and filtering options, a flexible plugin architecture for extensions, and Gemini RAG for managing Gemini File Search.
Google AI Overviews cite YouTube more than any medical site for health queries
4 min read
Google's AI Overviews feature cites YouTube more frequently than any medical website when responding to health-related queries. Despite this, Google claims its AI summaries are reliable and reference reputable medical sources like the CDC and Mayo Clinic.