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Self improvement

Faster Chips That Don't Melt — Anima Anandkumar & Benedikt Jenik, Accelerated Understanding

Faster Chips That Don't Melt — Anima Anandkumar & Benedikt Jenik, Accelerated Understanding

Accelerated Understanding is building a foundation model for the physical world, leveraging neural operators, resolution invariance, and physics-informed self-improvement to model diverse physical systems, aiming for universal application across domains like semiconductors and energy.

Active Graph Agent Runtime (BabyAGI 4) — Yohei Nakajima, Untapped Capital

Active Graph Agent Runtime (BabyAGI 4) — Yohei Nakajima, Untapped Capital

Yohei Nakajima, creator of BabyAGI, introduces ActiveGraph, a novel agent architecture that builds around an immutable event log rather than the LLM. This log-centric approach enables auditable agents with native replay, rollback, and self-improvement capabilities, drawing inspiration from blackboard systems and Kafka.