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THE DAILY INDEX

Technology, AI, software, security, crypto and business

GENERAL

TLDR Web Dev

LOCAL LLMS ON MOBILE ARE A GIMMICK - FOR NOW

Current limitations for running LLMs locally on mobile devices include large model sizes, the need for specific model formats and inference frameworks, and performance trade-offs between speed and quality, leading to device heating and battery drain. Frameworks like MLC try to simplify the process by compiling and optimizing models for specific devices. While on-device AI is probably a big part of the future, it's a gimmick in its current state.

REPRODUCIBILITY VS PROVENANCE: TRUSTING THE JAVASCRIPT SUPPLY CHAIN

The JavaScript package ecosystem faces security threats despite efforts to establish provenance by tracking package origins. "Reproduce" is a new open-source tool that independently verifies if an npm package can be rebuilt from its declared source. This tool fetches source metadata, clones the repository, runs build steps, and compares the resulting artifact with the published package to ensure reproducibility. Testing against the top 5,000 "high impact" npm packages, Reproduce found that only 5.78% of packages were reproducible.

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