8 tracked signals on human-ai-collaboration.
Even Within an Organization, There Is No Single AI Strategy
Salesforce · Salesforce News · Oct 29, 2026
Salesforce argues agentic AI requires differentiated strategies per task, not a uniform enterprise deployment
“Ask the same agent whether to cut the price of a struggling product, and it will answer just as confidently even if it lacks the data it needs to make an informed decision.”
Stop building for people. Start building workflows for agents.
Salesforce · Oct 27, 2026
Agents have zero adaptation time, enabling instant workflow changes unlike humans
“humans for impact, agents for scale”
Technologists working beside biz leaders 🤜 🤛 is the new org
Salesforce · Oct 06, 2026
Enterprises must redesign operating models around agents, not just add agents to existing workflows
“Where do I best insert agents working side by side with humans to ultimately optimize humans?”
Can AI Learn Mathematical Intuition?
a16z · Sep 01, 2026
AI models can solve hard math problems when given human-provided intuitive hints
“Maybe some of that understanding resides in model weights. To me, that's like pretty unsatisfying.”
🛫Wheels Up: Closing keynote and HOMEWORK!
Microsoft Developer (Build) · Sep 30, 2026
Microsoft introduces 'agent boss' concept for humans staying in control as AI expands
“How do you remain in the loop as the human to add the value, keep your specialist skills?”
Quoting Matt Webb
Simon Willison · Aug 21, 2026
Developer used ChatGPT as interactive tutor to learn quaternions, not to write code
“So learning doesn't stop just because I outsource a bunch of thinking to AI. It pushes me to learn more.”
Why AI Won't Replace Stock Pickers - Jack Woodruff, Candlestick & Vinoo Ganesh, Kepler
AI Engineer · Oct 30, 2026
AI will transform how analysts synthesize data but won't replace stock-picking judgment
“people are still the bottleneck . I mean, ultimately you need to absorb this information personally.”
Cerebras Big Chip Club: Can AI Replace Executive Assistants?
Cerebras · Oct 29, 2026
AI cannot replace high-level executive assistants due to lack of human connection
“I don't think AI can replace a high-level assistant. Because you still have to have a human connection with someone, and AI doesn't have that.”