…in the remediation section of this post) reliably catch behaviors like these. Below, we also discuss alignment considerations and give more detail on how we’re modifying training to reduce t…
…imilar to how models often struggle with simple-seeming questions like “how many A’s in the word ‘banana’?”. We were surprised by how rapidly Claude generalized from the computer-use trainin…
…vironments: This animated demo shows what each type of task looks like: How these environments are built, checked and scored is in Environments. RL also lets the model hack the reward, takin…
…o, an agent that has shown superhuman performance on board games, like chess, Go and shogi, and this work shows the journey of AlphaZero from playing games to tackling unsolved mathematical …
…” typically lasts from 10 to 90 days depending on various factors like biometric verification and document verification. It’s a normal part of the processing. Aadhaar generation can take 10 …
Vitaly Friedman loves beautiful content and doesn’t like to give in easily. When he is not writing, he’s most probably running front-end & UX … More about Vitaly ↬ Weekly tips on front-end &…
…on tools that inspect the DOM, click buttons, and fill forms much like a human user would. WebMCP introduces a different approach. Instead of forcing AI agents to reverse-engineer your websi…
… of ambient mesh and the later developments in kernel programming like eBPF. This solution if implemented today can be simplified by introducing ambient mesh instead of sidecar pattern or do…
…t missed the shrimp paste hiding in green curry paste, and a typo like "tahinni" or "worchestershire" sank it. Every one of those misses is the dangerous kind: the label would have looked co…
…I is being used to do something a human couldn’t do on their own, like writing code in a language they don’t know. We find that 84.6% of tasks could be completed by a human alone (vs. 87.9% …