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
Today's AI News Topics
- 01
AI deception and gaslighting benchmark
— AI deception and gaslighting benchmark - 02
Community-built model evaluation on Kaggle
— Community-built model evaluation on Kaggle - 03
Why AI spend shows little ROI
— Why AI spend shows little ROI - 04
Agents need a real runtime layer
— Agents need a real runtime layer - 05
Patterns and security for agents
— Patterns and security for agents - 06
Claude’s Cowork and knowledge bases
— Claude’s Cowork and knowledge bases - 07
Energy cost of coding agents
— Energy cost of coding agents - 08
Multi-cloud GPU orchestration tools
— Multi-cloud GPU orchestration tools - 09
SLURM on Kubernetes for research
— SLURM on Kubernetes for research - 10
Microsoft OptiMind for optimization
— Microsoft OptiMind for optimization - 11
ELM voice ensembles and Velma
— ELM voice ensembles and Velma - 12
Design-to-PRD automation in Stitch
— Design-to-PRD automation in Stitch - 13
3D reconstruction from casual captures
— 3D reconstruction from casual captures - 14
Newsletter ads targeting tech pros
— Newsletter ads targeting tech pros - 15
AI and institutional trust concerns
— AI and institutional trust concerns
Sources & AI News References
- → advertise.tldr.tech
- → so-long-sucker.vercel.app
- → theregister.com
- → huggingface.co
- → notes.eatonphil.com
- → github.com
- → simonpcouch.com
- → blog.character.ai
- → testingcatalog.com
- → ensemblelisteningmodel.com
- → anthropic.com
- → testingcatalog.com
- → cyberlaw.stanford.edu
- → nibzard.com
- → github.com
- → blog.google
- → preview.modulate.ai
- → blog.excel.holdings
- → developer.nvidia.com
- → zenity.io