Understanding ChatGPT Work
OpenAI announced ChatGPT Work on July 9th, and have been furiously iterating on it ever since. It is an extraordinarily confusing and very powerful product. Here's what I've figured out about it so far. ChatGPT Work is…
Topic - Edition
AI
Java Was Optimized for LLMs Decades Before They Existed
Java specifications, JSRs and JavaDoc have been publicly available, crawlable, versioned and consistently formatted for three decades. Jakarta EE and MicroProfile publish theirs as plain HTML on the open web, where…
8 Tips for Writing Effective Agent Instructions
Quick and simple tips to help you write better agent instructions The post 8 Tips for Writing Effective Agent Instructions appeared first on Towards Data Science.
Context Engineering Is Changing. Here’s What It Means for Data Scientists
How to apply the latest context engineering guidelines to your day-to-day data science work The post Context Engineering Is Changing. Here’s What It Means for Data Scientists appeared first on Towards Data Science.
Noisy Text in RAG: Typos, OCR, and the Gap Classical Spell-Check Leaves
Enterprise Document Intelligence [Vol.1 #B1] - Three sources of one problem. User typos, fast-typing transcription noise, OCR character errors. Classical spell-check handles one of them. Embeddings carry the rest The…
Tencent / AI-Infra-Guard
A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.
Tencent opensource AI Red Teaming platform
A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.
Soup
Fine-tune and post-train LLMs in one command. No SSH, no config hell.
Tur: Sovereign Cognition Engine for Persistent, Evolving AI Entities
An open-source state engine transforming stateless LLMs into persistent AI entities with Merkle memory and epigenetic learning.
MTPLX
Run local LLMs on Apple Silicon, around twice as fast.
AI Weekly Issue #527: Schools are choosing opposite futures for AI
One University of Chicago curriculum is removing AI-assisted writing from the classroom. Alpha School is expanding a model that puts adaptive software at the center of the academic day. The strongest signal in the…
The shrinking landscape of linguistic diversity in the age of LLMs
Hacker News discussion (147 points, 150 comments)