Mexico Crackdown on Coastal Development Underway

In a bold move that signals a major shift in Mexico’s approach to environmental protection, the Federal Attorney’s Office for Environmental Protection (Profepa) has launched an aggressive campaign against unauthorized real estate developments along the picturesque Yucatán coast. “All works that aren’t authorized will have to be demolished,” declared Marina Boy Tamborrel, head of Profepa, … Devamını oku

GPT 5.6 Sol is the best “vision” model OpenAI ever released

Last week, OpenAI announced the GPT-5.6 lineup, introducing the Sol, Terra, and Luna models. During therelease stream, the team focused heavily oncomputer use, showing models capable of navigating and operating desktop applications. OpenAI highlighted UI agents and detailed 3D visualizations, but both depend on stronger visual understanding. To measure their vision capabilities, we ran the … Devamını oku

Anthropic’s ‘watermark’ text adulteration in Claude is a perversion of writing

Manage GRC Faster withDrata’s Agentic Trust Management Platform When Iwrote this weekabout Anthropic’s announcement that all Claude models, worldwide, would soon begin “watermarking” everything they generate, including text, to comply withthis EU regulation, we were left to speculatehowthis was going to work, because Anthropic offered not even a vague description of how it would work — despite … Devamını oku

Qwen 3.8 27B is excellent, but it defaults to overthinking things

Friday’s big release wasQwen 3.8 27B, an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab. I’ve been looking forward to this one: 27B is an excellent size for running a model on a reasonably specced laptop, and its predecessorQwen 3.6 27Bwas impressive. Qwen’sself-reported benchmarksfor this model are eye-opening. They show a … Devamını oku

Models Are Getting Dumber on Purpose

Reasoning scores keep climbing while per-token compute keeps dropping.GLM-5.2scores 99.2% on AIME 2026 with about 40 billion parameters active per token. Qwen3.5 scores 91.3% with 17 billion active.DeepSeek V4-Flashruns 13 billion active. For scale, GPT-4 was rumored to run around 280 billion active parameters in 2023, and it could barely solve an AIME problem. At … Devamını oku

The AI Credit Resale Economy

August 10, 2026·Matt Lenhard·5 min read This is a follow-up article to a piece I recently wrote about thetoken relay market. Noticeably absent from that piece was a mention of the rise of “token brokers” — people who buy unused credits from startups and then resell them. I first heard about token brokers while chatting … Devamını oku

Claude: System Prompts

Claude’s web interface (claude.ai) and mobile apps use a system prompt to provide up-to-date information, such as the current date, to Claude at the start of every conversation. The system prompt also encourages certain behaviors, such as always providing code snippets in Markdown. This prompt is periodically updated to improve Claude’s responses. These system prompt … Devamını oku