The legal sector has seen the entrance of a host of AI vendors aiming to automate core legal functions.

Officials in Wyoming said a contractor for Meta flushed bacteria-contaminated water into public sewers during construction of a controversial AI datacenter, prompting Cheyenne water authorities to implement strict safety regulations for wastewater disposal. Meta said it is working to be a good neighbor and that drinking water supplies were not affected.

MyTailLog is an open-source tool that uses AI to digitize paper aircraft logbooks for piston GA owners, featuring search, compliance tracking, and forecasting. It's free and allows users to bring their own AI key for cost control.

Grillr is an AI accountability partner for founders that stress-tests startup ideas, creates personalized 4-week execution plans with deadlines, and grades submitted work PASS or FAIL. It offers market research, visual canvas, document generation, and hosting. Beta builders ship an MVP in a median of 11 days.

Meta's new AI tool Muse Image, which can generate pictures using other people's profile pictures without telling them, is facing backlash from privacy advocates and regulators. Users can opt out, but critics call it an 'obvious recipe for disaster.'

J-Space released a video claiming to have finally figured out how AI works.

NexSub is a fully offline AI-powered subtitle translator that works with any video, providing real-time multilingual subtitles while ensuring complete privacy. With support for over 100 languages, it operates entirely on your local machine without any internet connection or subscription fees. Ideal for watching foreign content, learning languages, or processing confidential videos.

Learn how OpenAI approaches government and national security partnerships, with principles for responsible AI use, democratic accountability, and public safety.

Political campaigns are increasingly deploying AI and deepfakes to further their messaging, and the scale of spread has experts concerned. From the comfort of his bed, Jonathan Rinaldi, a political candidate for a city council seat in Queens, New York, tinkered away on his iPhone, prompting an artificial intelligence chatbot to mock up fake news hits and endorsements he had never received.

GitHub's former CEO Thomas Dohmke leads Entire, a decentralized Git network designed to address GitHub's growing reliability issues caused by the surge of AI coding agents. It supports major coding agents and claims significantly higher performance.

A new analysis from OpenAI reveals issues in SWE-Bench Pro, a popular coding benchmark, raising concerns about reliability and accuracy in evaluating AI models.

Former GitHub CEO Thomas Dohmke’s startup Entire is launching a preview of a distributed Git network designed to alleviate the strain of AI coding agents on centralized Git hosting. The network mirrors GitHub repositories, allowing agents to work without rate limits, and plans to open-source its backend.

The article argues that America's new economic strategy must transform energy into compute, and compute into intelligence as the next layer of export power. It emphasizes national capacity as the foundation of security, energy dominance as a strategic asset, and the integration of energy and AI policy to achieve cognitive abundance.

Track your coding agent’s config in a dotfiles repo. I did this using git with GNU Stow, and it helps me in two ways: I can roll back a skill that broke after one edit too many, and I can clone my setup on a new dev machine with one command.

Artificial Analysis released Harvey LAB-AA benchmark results. GLM-5.2 (max) ties with Claude Opus 4.8 at 7.5% all-pass rate, second only to Claude Fable 5 (14.2%). The benchmark evaluates AI agents on real legal work across 24 practice areas and 120 tasks.

Cinchor provides accountability infrastructure for autonomous agents, using a 'bound before, proven after' mechanism to set limits before an agent acts and generate tamper-proof, independently verifiable records afterward, suitable for regulators, auditors, insurers, or courts. It offers a managed gateway and embedded SDKs.

This article examines the potential cognitive impacts of generative AI, citing research that shows overreliance may weaken critical thinking, creativity, and persistence. Experts compare AI to past innovations like Google and the calculator but warn that AI's nature as a thinking substitute poses unique risks. While long-term studies are lacking, early evidence suggests that AI use can lead to skill atrophy, especially when used without developing foundational abilities. The piece calls for mindful adoption to preserve essential human skills.

China's National Vulnerability Database warned of a security backdoor in Anthropic's Claude Code AI coding tool, which could transmit sensitive information to Anthropic's servers without user consent. NVDB advises users to uninstall or upgrade to the latest secure version.

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IAXT is a macOS menu-bar app that records actions from AI coding agents like Claude Code, Cursor, and Aider. It logs commands, file changes, package installs, and git operations without blocking workflows. The individual tier is free, local, and has no telemetry; the team tier provides daily summaries. It helps address approval fatigue and prompt injection risks.

President Trump announced his administration will approve energy facilities for AI data centers in weeks. He called tech CEOs to encourage submissions. A new report reveals 74 new gas plants planned, raising environmental concerns. Several states and communities are moving to restrict data center construction.

ScreenNote is a Windows app from Microsoft Store that lets you capture screen snippets and instantly turn them into notes compatible with AI tools, streamlining research and documentation.

The article argues against the notion that AI agents eliminate the need for upfront specifications, showing that minimal specification defers costs to downstream correction loops. It advocates for a sweet spot with well-structured acceptance criteria or BDD specs, and suggests using agents to draft and validate specs. Multi-agent pipelines require strong typed contracts, and agile/XP practices remain relevant, especially test-first thinking and tight feedback loops.

Google Research unveils TabFM, a foundation model for tabular data that performs in-context learning on tables, enabling predictions on unseen datasets with a single forward pass, no training or feature engineering required.

Research shows that large language models with reasoning capabilities can be tricked into 'overthinking' using logically inconsistent prompts, leading to a denial-of-service attack. Researchers from Zhejiang University and Alibaba developed an evolutionary algorithm that generates malicious prompts, causing outputs up to 26 times longer in leading models like DeepSeek-R1, Qwen3-Thinking, GPT-o3, and Gemini 2.5 Flash.

The author recounts his experience using OpenAI Codex to rewrite the sed program, highlighting AI's power in automating grunt work but stressing the necessity of expert guidance. He details the need for careful review, numerous improvement prompts, and costs (monetary and environmental), offering advice for developers, managers, and decision-makers.

Syncless is a tool that automates team collaboration workflows using AI agents, reducing time spent aligning context on Slack. It uses collaboration templates and sentinel triggers to handle processes like GitHub Issues, enabling seamless context transfer.

A video exploring the common hard lessons and mistakes that AI builders encounter during development.

A therapist shares how she started using ChatGPT as a therapeutic tool, acknowledging its risks but recognizing the value of quick, direct assessments.

OpenAI Academy and the Walton Family Foundation are launching hands-on AI Skills Jams to help K–12 educators gain practical AI skills for the classroom.