AI Evals for Product Managers: Prove Your Model Works
Learn how to design eval datasets, set pass criteria, measure hallucinations and task success, and run expert + regression checks before release.
July 21, 202628 min readJuly 21, 202628 min read[ARCHIVE] — 59 ARTICLES9 TOPICS / UPDATED WEEKLY
Tutorials, deep dives, and honest opinions — written by the engineers and researchers actually shipping the work.
Search the archive
[01]Latest dispatch
[02]Index
Showing 1–9 of 59
Choosing the Right AI Model in 2026 by Cost and Context
A practical framework to pick frontier models using real workflow metrics—latency, context needs, tool use, and reasoning—beyond benchmark scores.
July 20, 202627 min readJuly 20, 202627 min read
AI Agents vs AI Coworkers: Tool Use and Governance
Learn how agents evolved from chatbots and copilots into tool-using workers with permissions, memory, and workflow completion—built for enterprise governance.
July 20, 202624 min readJuly 20, 202624 min read
LLMs vs World Models: When Each Learns and Plans
Compare LLMs and world models for prediction, planning, and control. Learn how to evaluate data needs, grounding, and failure modes.
July 11, 202624 min readJuly 11, 202624 min read
Weights in LLMs: what they are and how they work
Weights are the learned parameters that map token embeddings to logits. Learn how training updates them, what they store, and why they matter.
June 23, 202622 min readJune 23, 202622 min read
Practical AI for Healthcare: From Data to Clinical Use
Learn how to design, validate, and deploy healthcare AI—covering data pipelines, model risk, bias, evaluation, and monitoring for real care.
May 26, 202628 min readMay 26, 202628 min read
Applying AI to Knowledge Work with Measurable ROI
Learn how to deploy LLMs and automation for writing, research, and analysis—covering workflows, evaluation, governance, and ROI metrics.
May 24, 202622 min readMay 24, 202622 min read
Understanding Agentic AI: Use Cases & Architecture
Explore Agentic AI, its architecture, real-world applications, and examples. Learn how it transforms industries with intelligent decision-making.
January 28, 20266 min readJanuary 28, 20266 min read
Introduction to AI: A Comprehensive Guide
Discover the fundamentals of AI, its applications, and future potential in transforming industries and daily life.
January 22, 20266 min readJanuary 22, 20266 min read[03]Newsletter
The weekly signal — no noise.
Curated AI reading sent Sunday mornings. One email. Easy to unsubscribe.
Sundays onlyOne emailUnsubscribe anytime