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OpenAI releases small-model API with 10× cheaper tokens
Smaller context, faster latency. Good fit for on-device assistants and batch jobs.
Lower costsFaster iteration
ArXiv: Memory-augmented LLM agents beat baselines on long-horizon tasks
Paper proposes retrieval-augmented episodic memory, improving tool use and task recall.
Production ready soon?Infra impact
Seed round: Vectoria raises $6.2M to build AI-native OLAP engine
GPU-first columnar engine targeting embeddings and vector joins with SQL semantics.
Infra costsTooling ecosystem
Eventia: HackFS submissions close in 5 days
Remote-friendly. Prizes for best infra tooling and onchain agents. CFPs open.
Good networkingShip motivation
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