Image created with gemini-3.1-flash-image-preview with claude-opus-4.7. Image prompt: A minimalist Julio Le Parc-style op-art cover on a clean off-white background, featuring a single ribbon of concentric ROYGBIV bands looping into the symmetrical form of a balance scale above the word LAW lettered boldly in the same nested rainbow bands, flat matte screen-print finish with crisp edges, generous negative space, no shadows or gradients.
Can we design legal agent verifiers that are up to 1,000x cheaper? Verifiers are LLM judges that check an agent’s work against rubric criteria: they’re used both in agent benchmarking and as reward signal in post-training. But verifiers can be a bottleneck at scale. For
https://x.com/harvey/status/2061866491033899371
Law professors wrote questions they were asked during office hours. Gemini 2.5 & humans answered them then other law professors blindly judged the results: -Gemini had a 75% win rate vs. professors -Gemini’s answers were rated LESS harmful than humans -Newer models do even better
https://x.com/emollick/status/2061876620638486584
OpenAI, DeepMind, Anthropic CEOs back mandatory DNA synthesis screening A coalition of AI leaders, synthesis-industry executives, biosecurity researchers, and former national-security officials published an open letter in June 2026 urging Congress to make screening and
https://x.com/kimmonismus/status/2062485389949145457
Verifiers are important for scaling evals/RL But costs add up! So can we make them cheaper? Some great work by @Vtrivedy10 @jakebroekhuizen in conjunction with @nikogrupen @gabepereyra and the Harvey team on this
https://x.com/hwchase17/status/2061867746141356427
40 years… just imagine! How many ideas are sitting in someone’s garage right now… waiting for the technology to finally bring them to life? An old patent collected dust since 1985. William Freeman sketched a three-sided zipper. A fastener that shifts objects from flexible
https://x.com/IlirAliu_/status/2060059025363128784
US moves to close the loophole letting Nvidia’s top chips reach Chinese firms abroad
https://thenextweb.com/news/us-nvidia-amd-china-subsidiary-chip-curbs
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