Category: AI
All AI articles — June 8, 2026 — Page 4
Lathe Uses LLMs to Teach New Domains, Not Shortcut Them
Lathe is an open-source CLI tool that uses LLMs to turn source material into structured tutorials, helping developers deeply learn new domains rather than skip past them.
Notes on Breaking Into Frontier AI Labs
Practical advice for researchers and engineers aiming to land competitive roles at leading artificial intelligence labs.
Fixing LLM Overconfidence: A Deep Dive Into Temperature, Platt, and Isotonic Scaling
A deep dive into three post-hoc calibration techniques—temperature scaling, Platt scaling, and isotonic regression—to align LLM confidence scores with actual accuracy.
Ground truth must be a process, not a dataset, for AI fact-checking
Amazon researchers argue that verifying long AI-generated reports requires treating ground truth as a living process rather than a static benchmark dataset.
Inside Meta: Four Years on the Frontlines of LLMs and Security
A personal retrospective on four years inside Meta’s AI and security teams, exploring the technical and cultural realities of shipping large language models safely.