Merkle trees
PulseAugur coverage of Merkle trees — every cluster mentioning Merkle trees across labs, papers, and developer communities, ranked by signal.
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Researchers Map Cryptographic Functions to Transformer Networks
Researchers have explored the cryptographic capabilities of transformer networks, investigating whether these models can implement specific cryptographic functions. The study maps cryptographic constructions like Keccak…
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SpaceX offered $60B for Cursor — and it's not really about the editor. Cursor's edge isn't the AI model. It's the retrieval pipeline: Tree-sitter parses code in
SpaceX reportedly offered $60 billion for the AI-powered code editor Cursor. The acquisition's value was seen as stemming from Cursor's advanced retrieval pipeline, which uses technologies like Tree-sitter and Merkle tr…
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New methods offer efficient data valuation for LLMs and VLMs
Two new research papers propose novel methods for data valuation in large language models (LLMs). The first, "For-Value," introduces an efficient forward-only framework that estimates data value using a single forward p…