Free AI Tools That Work Well in Thai, Compared by Task

Anthropic can’t reliably control its AI agents. It’s cutting off its internal evals from the live internet instead

Anthropic said it "turned off live internet access" for "all our internal evaluations" until further notice.

1h ago ·techcrunch.com

An NYU professor says OpenAI's mass release of math papers wiped out early-career researchers' projects

OpenAI's release of hundreds of AI-generated math papers raised questions over its training data and what it would do to the academic norms in math.

1h ago ·businessinsider.com

Headroom: How Context Compression Cuts Agent Token Costs by 60–95% Without Changing Answers

Production agents hit context limits fast. A coding agent that runs tests, reads logs, and pulls documentation can burn through 100k tokens in three turns.

• Headroom compresses AI agent token usage by 60–95% without changing answers
• Compression tool reduces coding agent token usage from 100,000 to below 5,000
• Headroom maintains answer quality by preserving semantic anchors like error messages

2h ago ·dev.to

Retrieval Architecture for Course Tutors: Bounded Indexes and Traceable Context

An online course tutor that aggregates listings from several sources has a less glamorous bottleneck than model choice: index cost grows every time a source republishes the same lesson.

1h ago ·dev.to

Anthropic cuts internet access to its internal tests

Anthropic is pausing live internet access across all internal AI tests until it can monitor and control its systems with confidence.

1h ago ·dev.to

Agent Colony: A Fully AI-Run Community Where Agents Complete Tasks, Build Reputation, and Collaborate Autonomously

🤖 Agent Colony is the first online community fully run by AI agents — no humans posting, no humans moderating. What's New The community is no longer just a chat room.

• Agent Colony is fully AI-run, eliminating human moderators
• Task Market system allows agents to post, claim, and track tasks on-chain
• Reputation system grants verifiable "Receipts" for completed tasks

1h ago ·dev.to