Description
- Code-as-Action Ascendance Hugging Face’s smolagents and Python execution are killing the 'JSON tax' to improve GAIA success rates.
- Persistent Architecture Pivot OpenAI’s hiring of the OpenClaw creator signals a move toward self-modifying, local-first agent systems.
- The Reliability Gap As providers hit 300 TPS, practitioners face a 'Reliability Tax' where raw speed costs tool-calling accuracy.
- Hardware Scaling Walls The shift toward sovereign models meets physical reality with enterprise HDD capacity reportedly sold out through 2026.
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