I wrote about pairing Cognee with OpenClaw's memory layer. Native memory stores facts but can't reason over relationships. Cognee adds a knowledge graph that makes those connections explicit. Same Markdown files, but with structure underneath. Better retrieval = cleaner context
RESEARCH
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FOCUS: AI Method for Hour-Long Video Understanding
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How can AI understand an hour-long video without being overwhelmed by massive amounts of data? Researchers from the National University of Singapore and TikTok have introduced FOCUS to solve this challenge. FOCUS is a training-free method that uses a multi-armed bandit strategy
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Foundation layers shape how AI innovation develops forward
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The real impact tends to appear in the layers that support everything else, because once those foundations are in place, they influence how innovation develops.
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Energy and Talent: Critical Bottlenecks for Large-Scale AI
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At the moment, the pressure seems to concentrate on two areas: energy and talent, since large-scale compute requires enormous power capacity while the number of people who can design and operate these systems remains relatively small. Over time, the balance may change, but today
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Infrastructure layers critical for scaling AI applications
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Thank you.
The excitement naturally gravitates toward the applications, yet the capacity to scale tends to depend on those layers underneath. -
AI Not Solely Responsible for Low-Quality Science
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Don't blame AI for science slop. We were drowning in it long before.
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Mathematical Optimization with Python: Linear and Network Optimization Guide
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Hands-On Mathematical Optimization with Python: https://
amzn.to/4b3VADe “…presents the key ingredients of an optimization problem and the choices one needs to make when modeling a real-life problem mathematically. Topics covered range from linear and network optimization to -
Modi shares perspective on transformative AI technology future
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The conversations sparked at the India AI Impact Summit 2026 continue to shape global thinking on the future of artificial intelligence. At the summit, Shri Narendra Modi, Hon’ble Prime Minister of India, shared his perspective on the dual nature of transformative technologies,
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LLMs’ jagged frontier: memorization versus inference capabilities
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LLMs' jagged frontier is not so jagged when you look at it in the right space. LLMs have memorized vastly more sentences than any human, but their ability to correctly combine them into new inferences is still limited. The rest follows.
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Yann LeCun raises $1.03B for Advanced Machine Intelligence Labs
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Yann LeCun's Advanced Machine Intelligence Labs raised a $1.03B seed at a $3.5B pre-money valuation to work on world models, in Europe's largest ever seed round (@madhumita29 / Financial Times) ft.com/content/e5245ec3-1a58-…
techmeme.com/260310/p1#a2603… [Translated from EN to English]→ View original post on X — @madhumita29, 2026-03-10 05:15 UTC