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machinelearning
91 postsHarvey LAB-AA: Evaluating AI Agents on Real-World Legal Work
Harvey LAB-AA evaluates AI models on real-world legal tasks, providing critical insights for engineers.
The End of Cheap Data: Rethinking the Scaling Laws
The shift from cheap passive data to interaction data is crucial for AI. Engineers must focus on creating high-quality environments for effective learning.
Uber Open-Sources Security Monitoring for Claude Code, Cursor, and Codex
Uber has released its ADR security system for AI agents like Claude Code and Cursor as open source.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comWhy My AI Kept Urging Me to Ship: An Exploration of Bias
An exploration of AI's deferral pressure and its impact on project management.
Inkling by Thinking Machines: A Groundbreaking Multimodal LLM
Thinking Machines introduces Inkling, a multimodal LLM with 1 trillion parameters and 1M context window, offering new opportunities for engineers.
Compiler Converts Computation Graphs to Vanilla Transformer Weights
Generate transformer weights from computation graphs with a compiler, no training needed.
One encoder, seven heads: lessons from training a unified security classifier
We consolidated seven sequence classifiers into one multi-head model, sharing insights from our training process and results.
WiFi Weight Streaming for LLM on ESP32
Run Llama-2 architecture on ESP32 via WiFi streaming. RAM usage remains flat, while generation is limited by network bandwidth.
OpenAI's GPT-Red: A Super Hacker LLM for Enhanced Model Security
OpenAI's GPT-Red is a super-hacker LLM that automates security testing, enhancing model defenses against cyber threats.
Giving AI Assistants a Personality: Role, Boundaries, and Awareness
Learn about AI chatbot configuration and the importance of behavioral boundaries.