AI Agents Create a Hidden Platform Team Bottleneck
What's really happening inside an AI infrastructure team when agents start doing the work? The common story is that AI makes every team faster. The reality is more complicated, because the speed arriv...
25 Touko 46min
Why Big Tech Now Runs an AI Factory
What's really happening inside the AI supply chain that powers every model you use?The common story is that AI is a software business with a fancy backend. The reality is more complicated, and it chan...
24 Touko 23min
AI Project Room: Organize Files Before Asking AI to Write
Now I have the full transcript. Building the deliverable.What's really happening when prestigious law firms file motions full of AI hallucinations?The common story is that better prompts prevent hallu...
22 Touko 21min
MIT Says Half Your AI Gains Come From How You Ask. Not the Model.
Now I have the full transcript. Building the deliverable.What's really happening inside prompting now that AI agents are 100x more powerful than six months ago? The common story is that prompt enginee...
21 Touko 25min
I Asked Seven Questions About Our AI Agent. We Failed Five.
What's really happening inside the AI agent stack as agents move into production? The common story is that OpenAI and Anthropic decide whether your agent ships — but the reality is more complicated.In...
20 Touko 20min
Six protocols emerged. Three decide which agents survive.
What's really happening inside the agent protocol stack as Google I/O kicks off? The common story is that every new protocol is a must-have standard — but the reality is more complicated.In this postc...
19 Touko 20min
Marketing for Humans and AI Agents in 2026
What's really happening inside the AI-driven shift in marketing?The common story is that AI makes marketing faster — but the reality is that the entire internet economy is moving from attention to int...
18 Touko 22min
AI Build Buy Hire Wait Decision Matrix for Teams
What's really happening inside AI investment decisions at most companies? The common story is that you need an AI strategy — but the reality is more complicated.In this video, I share the inside scoop...
17 Touko 27min
