Agents fail in production in ways that static benchmarks cannot fully capture. The key question is whether they can learn from those experiences without drifting or breaking prior capabilities.

This talk introduces verifiable continual learning for AI agents:…

We run a production system of agents for real customers. The team that keeps it healthy is also made of agents.

Operating an agent product isn't like operating software. When our agent fails a customer — a dropped constraint, a stale price, a confident wrong…

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Every Fourth of July, Americans gather for barbecues, parades, fireworks, and celebrations.

Full Changelog: v1.22.16...v1.22.17

The ECAI extension to the masters https://image.nostr.build/69d1b54c94e36cc4609e6cceda1428bb632a7a3f873da03102205adcbec58ece.jpg Fermat found the invariant. Euler generalized it. RSA weaponized it into civilization-scale trust. That is th

A verdade é que o contraste entre os quadros reflete o espírito do Renascimento, oscilante entre a religiosidade obediente e a busca por...

Ask a chat model which Pokemon names end in aw and it fails, even though it knows every Pokemon by heart. Ask Claude Code and it writes a script, fetches the list, and filters for the answer in seconds. Thariq Shihipar, who works on Claude Code at Anthropic…

Buy a jade core here!https://oshi.link/ref/9ZYN69/r5NW5yqWE6Sup...

This release fixes an issue that prevented YouTube videos from playing properly.
YouTube recently shut down all of the methods we previously used to fetch video streams, which caused both videos an...

Historic bill passed for fraud prevention without stifling innovati...

Bitcoin's realized profit and loss ratio has fallen to a 43-month low of -0.35, a level that has historically marked market bottoms with precision.

Billionaire investor Tim Draper says he hasn't touched his Bitcoin after analysts linked him to a 1,000 BTC transfer to Coinbase Prime, while reiterating his $250,000 price target.

A new study found that not all geoengineering ideas are created equal. Brightening marine clouds over the eastern Pacific could dramatically weaken the El Niño cycle, triggering major changes to global weather patterns, while stratospheric aerosol injection…

Some brains appear to fight back against Alzheimer's by helping immature brain cells survive damage instead of succumbing to it. Understanding this natural resilience could point researchers toward entirely new ways to protect memory and slow dementia.