Most AI agents fail in production — not because the prompt was wrong, but because nobody did the hard work. Robust systems demand rigorous evals, controlled experiments, and serious engineering discipline. Cleverness gets you a demo. Data science gets you reliability.
👉 https://gradientflow.substack.com/p/are-your-ai-agents-confusing-activity

🚨🚨🚨 Foreign state actors are leveraging #AI to make influence campaigns more scalable, more persuasive, and far harder to attribute or detect
👉 researchers at USC confirmed that AI agents can autonomously execute every phase of an influence operation (building personas, amplifying content, targeting communities, and evading detection) simultaneously
https://www.youtube.com/watch?v=7TVIqbtORmk

✨ GTC 2026 Decoded 🆕 A Structured Guide to Nvidia's GTC 2026 Announcements
https://gradientflow.com/nvidia-gtc-2026/

✅ Policy and ethics at the speed of #AI
👉 Tracking the intersection of code, culture, and consequence
https://ethics.dev/

🆕 World Models Explained
🤖 We're officially in the "GPT-2 era" of world models ... and that's a very exciting place to be. Jeff Hawke, CTO at Odyssey, on how world models differ from video generators, and why robotics and gaming are the killer early applications
https://thedataexchange.media/jeff-hawke-odyssey/

Living inside a Rubik’s Cube
🧩 https://youtu.be/3UJf19jYM4M?si=NObGNlRyu8VMZsNP

Beyond Coding: How AI Agents Are Moving Into Accounting and Legal
→ https://gradientflow.substack.com/p/execution-is-now-free-heres-your