13 summarised stories about Agent Infrastructure, each linking back to the original source. Browse all topics →
The Neuron 4 days ago
Mem0 offers memory and connector integration designed to maintain long-lived context in recurring AI agent work. The system enables persistent state management across multiple agent interactions and workflows. This allows AI agents to retain information between sessions and build cumulative understanding over time.
The daily briefing
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TLDRocket
21 July 2026
Sakana AI dominated the day's narrative, announcing a $200 million Series A that positions the Tokyo-based lab as a serious contender in foundation model research. Led by NEA, Khosla, and Lux Capital, with backing from NVIDIA and major Japanese corporations, the funding reflects a strategic shift toward nature-inspired architectures outside the transformer paradigm. The company's stack of releases—CycleQD's population-based model merging, The AI Scientist system for autonomous paper generation, and discovery of DiscoPOP, an algorithm that optimizes LLM training itself—sketches a different path to capable AI: diverse specialized agents, computational efficiency, and self-improving systems rather than scaling monolithic models.
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