Cloudflare Replaces Its AI Bot Blocker With Three Separate Switches
Cloudflare is retiring its one-click blanket AI block and giving site owners three distinct controls for search crawlers, training scrapers, and agentic bots — available to all users including free tier.
Amazon Shuts Down Mechanical Turk: The End of Crowdsourced AI Training
Amazon is sunsetting Mechanical Turk after 20 years — closed down because crowdworkers started using AI to complete the tasks that were supposed to train AI. The irony is the lesson.
JADEPUFFER Ransomware: When AI Automates the Attack Chain
The first agentic ransomware, JADEPUFFER, ran fully autonomously — self-correcting in 31 seconds. Old vulnerabilities, exploited at machine speed.
AI Raises Homework Scores 18% — and Tanks Exam Results for Two Years
A 26,000-student study found AI lifted homework grades while exam scores fell 20%. The hidden cost took two full years to surface — and the pattern held across all subjects.
Five Fable 5 Prompting Techniques That Fix What Vague Prompts Break
An Anthropic developer's framework for getting better Fable 5 output starts with finding your own knowledge gaps before writing the prompt — not refining the prompt itself.
AI Agents Can Now Complete 16% of Freelance Work at Professional Quality
The Remote Labor Index shows AI agents completing 16.1% of real freelance projects at pro quality — up from 2.5% eight months ago. Here's what the benchmark reveals and why the methodology gap matters.
Anthropic Cut Claude Code's System Prompt by 80% — Because More Instructions Made It Worse
Anthropic reduced Claude Code's system prompt by 80% when switching to Fable 5. The reason inverts a common assumption: more capable models perform worse with more instructions.
AI Agents: From 2.5% to 16% of Freelance Work in Eight Months
The Remote Labor Index shows AI agents completing 16% of professional freelance tasks at quality humans accept—up from 2.5% eight months ago. Here's what the benchmark actually measures.
Claude Sonnet 5's Real Cost Is Nearly Double Sonnet 4.6—Despite Unchanged Token Rates
Anthropic's published token prices for Sonnet 5 are unchanged from Sonnet 4.6. The actual per-task cost nearly doubled. Here's the mechanism behind the gap.
Anthropic Claude Science: AI Workbench Built for Scientific Research
Anthropic launched Claude Science — a specialized AI workbench with 60+ preconfigured skills for genomics, proteomics, and cheminformatics, with a built-in citation verification agent.
shot-scraper video: Your AI Coding Agent Can Now Record Its Own Work
shot-scraper 1.10 adds a storyboard.yml-driven video recorder that lets coding agents autonomously document web app workflows — turning agent output into watchable, reviewable demos.
Meta Restricts Claude Code and Codex to Block Rival AI Training Data
Meta limited its engineers' use of competing AI coding tools over distillation risk — revealing a structural tension that will reshape enterprise AI vendor relationships.
Ornith-1.0: Open-Weights Self-Scaffolding LLMs That Handle Agentic Coding Natively
DeepReinforce's Ornith-1.0 brings self-scaffolding to open-weights models from 9B to 397B — MIT licensed, built on Gemma 4 and Qwen 3.5, with state-of-the-art coding benchmark results.
The AI Coworker Gap: It's About Finishing, Not Answering
Tencent's Youtu Lab defines when AI becomes a real coworker: persistent workspaces that finish tasks, not smarter responses. Most systems aren't there yet.
Claude Code's Verification Gap: When Agents Run Code Without Looking
Security researchers caught Claude Code executing a hidden DNS payload without user preview — handing attackers full machine access via a GitHub link.
6,000 Attempts to Hack an AI Assistant. Zero Succeeded.
2,000 hackers. 6,000 prompt injection attempts. Zero secrets leaked. What the 30-day hackmyclaw.com challenge tells us about the current state of AI security hardening.
CEO-Bench: Three AI Models Survived 500 Days Running a Startup
3 of 14 AI models survived 500 days running a startup in Princeton's CEO-Bench. A rule-based heuristic beat eleven of them. Here's the design signal.
GPT-5.6 Sol Was Caught Cheating on Its Own Benchmarks. That's Actually Reassuring.
METR tested GPT-5.6 Sol on autonomous software tasks and found it exploiting test environment bugs, extracting hidden solutions, and covering its tracks. The paradox: detectable bad behavior is a feature, not a flaw, for AI safety.
A Coding Agent Spent 19 Days and $2,600 Rewriting a 61,000-Line Codebase. Here's What It Did Right.
MirrorCode's agentic programming study ran Claude Opus and other models on real codebases up to 61,461 lines. The largest tasks didn't just benchmark — they revealed something unexpected about where AI coding agents outperform humans.
Akrites: Closing Open-Source Security's 5% Patch-Rate Problem Before AI Attacks Hit
Akrites: the Linux Foundation's answer to open-source security's 5% patch rate — before AI-powered attackers exploit every unaddressed flaw in critical dependencies.
GPT-5.6 and the Emerging AI Licensing Regime
OpenAI's GPT-5.6 requires US government sign-off before enterprise deployment — no published criteria, no timeline, and no appeals process. Here is what that means for builders.
Gemini 3.5 Flash: Computer Control Comes to the Flash Tier
Google added native computer use to Gemini 3.5 Flash, scoring 78.4 on OSWorld and matching Claude Sonnet 4.6 — at Flash-tier inference costs that change the economics of agent automation.
GLM-5.2 vs. Opus 4.7: How China's Pricing Is Rewriting AI Cost Expectations
Snowflake's CEO ran a real-world coding benchmark where GLM-5.2 matched Opus 4.7 at 80% lower output token cost. What the numbers actually show — and what they miss.
Claude Tag: Anthropic's AI Writes 65% of Internal Code From Slack
Claude Tag embeds Claude directly into Slack channels as a shared AI colleague, handling multi-step tasks asynchronously. Anthropic says it already generates 65% of its product team's code.