AI News · January 21, 2026 · 12:32

AI News for Jan 21, 2026

Welcome to 'The Automated Daily', your ultimate source for a streamlined and insightful daily news experience. Please support this podcast by checking out our sponsors: - Invest Like the Pros with StockMVP - https://www.stock-mvp.com/?via=ron - Build Any Form, Without Code with Fillout - https://try.fillout.com/the_automated_daily Support The Automated Daily directly: Buy me a coffee: https://buymeacoffee.com/theautomateddaily Today's topics: -AI deception and gaslighting benchmark -Community-built model evaluation on Kaggle -Why AI spend shows little ROI -Agents need a real runtime layer -Patterns and security for agents -Claude’s Cowork and knowledge bases -Energy cost of coding agents -Multi-cloud GPU orchestration tools -SLURM on Kubernetes for research -Microsoft OptiMind for optimization -ELM voice ensembles and Velma -Design-to-PRD automation in Stitch -3D reconstruction from casual captures -Newsletter ads targeting tech pros -AI and institutional trust concerns - https://adver

AI News for Jan 21, 2026
0:0012:32

Today's AI News Topics

  1. 01

    AI deception and gaslighting benchmark

    — AI deception and gaslighting benchmark
  2. 02

    Community-built model evaluation on Kaggle

    — Community-built model evaluation on Kaggle
  3. 03

    Why AI spend shows little ROI

    — Why AI spend shows little ROI
  4. 04

    Agents need a real runtime layer

    — Agents need a real runtime layer
  5. 05

    Patterns and security for agents

    — Patterns and security for agents
  6. 06

    Claude’s Cowork and knowledge bases

    — Claude’s Cowork and knowledge bases
  7. 07

    Energy cost of coding agents

    — Energy cost of coding agents
  8. 08

    Multi-cloud GPU orchestration tools

    — Multi-cloud GPU orchestration tools
  9. 09

    SLURM on Kubernetes for research

    — SLURM on Kubernetes for research
  10. 10

    Microsoft OptiMind for optimization

    — Microsoft OptiMind for optimization
  11. 11

    ELM voice ensembles and Velma

    — ELM voice ensembles and Velma
  12. 12

    Design-to-PRD automation in Stitch

    — Design-to-PRD automation in Stitch
  13. 13

    3D reconstruction from casual captures

    — 3D reconstruction from casual captures
  14. 14

    Newsletter ads targeting tech pros

    — Newsletter ads targeting tech pros
  15. 15

    AI and institutional trust concerns

    — AI and institutional trust concerns

Sources & AI News References