Tool Attention Is All You Need

Tool Attention Is All You Need // Tool Attention Is All You Need // New research proposes a practical fix for the hidden "MCP tax." The work introduces a dynamic tool gating mechanism built on an Intent Schema Overlap score from sentence embeddings, paired with a state-aware gating function that enforces preco…

Pay attention to this one, AI devs. This is particularly interesting if you work with long-horizon terminal agents that often drown in their…
Great paper on self-improving agents. Why? We need to think more deeply about AI agent system design. The protocol specifies a framework for…
Long-horizon AI research agents are mostly a state-management problem. It is not enough for an agent to reason well in the next turn. ML res…
Nice paper combining the strength of Skills and RAG. Most RAG systems retrieve on every query, whether the model needs help or not. This is …
// Scaling Coding Agents via Atomic Skills // Most coding agents train end-to-end on full tasks like resolving GitHub issues. But complex so…

Source: DAIR.AI (X) | 2026-04-24

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