i looked up the internal numbers. their engineers are using claude for 60% of their work. not "sometimes helps with debugging." sixty percent of everything. 50% productivity gains. 2-3x better than a year ago.
at what point do we stop calling this "assistance"?
SOFTWARE
-
When does AI assistance become replacement? 60% engineering work on Claude
By
–
-
Anthropic’s Claude Cowork to Get Knowledge Bases
By
–
BREAKING 🚨: Anthropic is working on "Knowledge Bases" for Claude Cowork. KBs seem to be a new concept of topic-specific memories, which Claude will automatically manage! And a bunch of other new things.
— 🚨 AI News | TestingCatalog (@testingcatalog) 18 janvier 2026
Internal Instruction 👀
"These are persistent knowledge repositories.… pic.twitter.com/hG6DLrqkUyBREAKING : Anthropic is working on "Knowledge Bases" for Claude Cowork. KBs seem to be a new concept of topic-specific memories, which Claude will automatically manage! And a bunch of other new things. Internal Instruction "These are persistent knowledge repositories.
-
Anthropic’s Voice Mode for Claude Cowork Agents
By
–
Anthropic is working on the Voice Mode support! Operating Claude Cowork agents with voice would be a huge improvement. It feels like it will work as a toggle in a similar way to how it has been done on ChatGPT. Would you use it?
-
After using 15 AI tools, created one that does everything
By
–
I was using more than 15 AI tools… It wasn't possible anymore So, I created my own. And it does EVERYTHING https://
youtu.be/N0gTIxg9l2A -
Robot companies building AI infrastructure beyond video models for sim-to-real transfer
By
–
Oh, believe me, the robot companies aren't only doing video models to run the robots. There's a whole AI infrastructure to build the software that gets loaded into the robots. You're absolutely right that they need to worry about the sim-to-real transfer and making sure that
-
Google’s AI Studio Design Mode for precise UI edits
By
–
Google is working on a new Design Mode for AI Studio to let users apply granular changes to the generated UI.
— 🚨 AI News | TestingCatalog (@testingcatalog) 17 janvier 2026
“Focus on specific elements to make precise edits” pic.twitter.com/KVZWvcAK7nGoogle is working on a new Design Mode for AI Studio to let users apply granular changes to the generated UI. “Focus on specific elements to make precise edits”
-
AI-native experiences: evolving games, interactive cinema, responsive demos
By
–
The unlock: AI-native games where worlds evolve from player actions
Interactive cinema where viewers control the story
Live product demos that respond to questions
Streaming with environments that shift on command -
From waiting and hating to live interactive generation
By
–
Old way: • write prompt
• wait
• get clip
• hate it
• start over New way: • think it
• see it build LIVE at 1080P
• change anything mid-generation
• it never stops The render bar is dead. -
Best Chrome plugin for connecting desktop AI agents
By
–
What is the best Chrome plugin for connecting with desktop AI agents?
-
Cache-to-Cache: LLMs talk via KV-Caches, 10% accuracy boost, 2x speed
By
–
Researchers just made LLMs talk to each other WITHOUT generating a single word. Cache-to-Cache (C2C) lets AI models talk directly through their KV-Caches, bypassing text entirely. 8.5-10.5% accuracy boost. 2× faster. Zero token waste. Here's the breakthrough (and why this