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MiRA Supercharges Open LLM Agents Past GPT-4

MiRA Supercharges Open LLM Agents Past GPT-4

Researchers propose a subgoal-driven framework and MiRA RL method to tackle long-horizon planning in LLM agents for web navigation. MiRA elevates Gemma3-12B's WebArena-Lite success rate from 6.4% to 43%, outperforming GPT-4-Turbo (17.6%) and GPT-4o (13.9%). This combo of planning and milestone rewards boosts autonomous AI capabilities.

Rapidus Bets on 2nm Without Fighting TSMC

Rapidus Bets on 2nm Without Fighting TSMC

Rapidus is pursuing mass production of advanced 2nm semiconductors through a large-scale Japanese national project. Instead of matching TSMC’s scale, the company plans to compete with RUMS, an integrated one-building production model designed for diverse, lower-volume manufacturing.

ITmedia AI+ (日本)Media1h ago#2nm#semiconductors#chip-manufacturing