I have a whole bunch of repos these days that use GitHub Actions to effectively "compile" a SQLite database from flat files at deploy time – this one for example https://
github.com/simonw/til/blo
b/b65ac961270a021c9648f640152a1804871f79d7/.github/workflows/build.yml#L49
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AI
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GitHub Actions Compiles SQLite Database from Flat Files
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SQLite as Fast C API for Efficient Data Access
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I mainly see SQLite as a fast C API for accessing subsets of data from a file on disk, optionally using indexes to speed up that access It makes all of the decisions about what gets read into memory and when for me, so I can pretty much ignore those low level details entirely
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Maximizing Hardware Investment Through Optimized Compute Utilization
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"You end up with a diverse collection of compute with an understood collection of workloads that is constantly running at the highest utilization possible. And this is really where the investment you made in your computer hardware really shines."
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Groq Hardware Delivers 1000x Faster AI Cybersecurity Detection
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We're helping customers achieve huge performance improvement for #AI & #HPC workloads. The @USArmy shared a validation report confirming @entanglement_ai
's cybersecurity anomaly detection capability, run on @GroqInc hardware, as 1000x faster & more accurate, than any known tech. -
Unlearnable Examples: False Security Against Future AI Systems
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Looks cool! However there's a critique that's been applied to unlearnable examples (
https://
arxiv.org/abs/2106.14851 ft @sanghyun_hong @florian_tramer
). Doesnt this give a false sense of security? Once released, future systems will be able to evade whatever defense is applied to the image -
EveryPrompt Extends Playground for Prompt Variables and API Integration
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@everyprompt extends Playground in a similar way: Putting variables in prompts and giving you a single button to go from prompt to API. Has nice developer-oriented touches in the UI too — e.g. displaying invisible chars as ghosts. https://
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Langchain Python Package Implements Advanced LLM Prompting Techniques
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@hwchase17
's Python package Langchain implements and lets you easily compose many published LLM prompting techniques. Implements self-asking, web search, REPL math, and several of my own prompts. -
Humanloop Playground enhances prompts and API endpoint creation for AI
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First up, @humanloop has a Playground that brings variable interpolation to prompts and lets you turn them into API endpoints. Once you're deployed, it also lets you collect past generations along with user behavioral feedback for fine-tunes. https://
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Physical Manipulation: The Harder Problem Than AI Judgment
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Most work on the impacts of automation hasn’t considered what happens if solving for basic judgement & creativity was the easy problem, but actually moving around & touching stuff was the hard problem.
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Cartken Delivery Robots Powered by NVIDIA Jetson AGX Orin
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By harnessing the power of the NVIDIA Jetson AGX Orin, #NVIDIAInception partner Cartken created delivery robots leveraging the Jetson Orin’s capability to handle multiple sensors, cameras, and more.