Researchers at an undisclosed lab introduced a best-of-N (BoN) optimization method as a proxy for self-play training in debate protocols, aiming to improve scalable oversight for AI systems. Their expβ¦
Google's Gemini 2.5 Pro with Deep Think reasoning mode topped coding and reasoning benchmarks this week, scoring 82.4% on GPQA Diamond and 94.1% on HumanEval+, but the mode multiplies token costs by rβ¦
Engineers can now run a full local agentic programming stack using Ollama, Gemma 4, and Claude Code, bypassing API costs, rate limits, and data privacy concerns. Google DeepMind's Gemma 4 26B MoE modeβ¦
Researchers have developed BenchEvolver, a system that automatically generates harder coding benchmarks by first evolving solution algorithms and then deriving new problem statements from them. The meβ¦
Researchers have introduced BOHM, a zero-cost attribution method for compound AI systems that extracts hierarchical attribution trees directly from existing routing weights. The method provides multi-β¦