No. 18
2026-08-05
the AI pulse — brewed, not raw

AiPulse — Issue No. 18

 COVER

Temsilî görsel — FLUX.1-dev ile bilgisayarımda üretildi; haberin gerçek fotoğrafı değil.Illustrative image — generated with FLUX.1-dev on my computer; not a real photograph of the story.

OpenAI's New AI Astra Solved 10 Open Problems

Astra brings original solutions to longstanding unsolved problems in mathematics and computer science, demonstrating AI's new capacity for generating scientific knowledge, which could drive advances in fields such as data storage, cryptography and quantum computing.

 Pulse

 At Work

 Building Blocks

 Global Lens

 Frontier

Hierarchical Reinforcement Learning with Symbolic Planning and Incremental Knowledge Boosts Sample Efficiency

This study aims to significantly increase sample efficiency in environments requiring sparse rewards and long time horizons by combining symbolic planning updated with incremental knowledge and low-level goal-focused neural modules; this shortens learning time in robotics and AI applications, contributing to faster and more effective decision-making processes.

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