The single biggest spender in AI just told his own staff that agent development 'hasn't accelerated' -- and a stack of research that dropped the same week explains why the wall is there. We dig into a Microsoft study where a coding agent hits a near-perfect score and ships an empty shell, a benchmark where no agent finishes a single problem and the code rots into 'slop,' and an audit finding the rulers themselves wobble machine to machine. Then the hopeful turn: a method that compiles a plain-English spec into a tiny model that runs on your laptop and matches one fifty times its size. Plus the day's headlines -- ICML's booby-trapped peer-review trap, Claude Science, biology as AI's new failing frontier, and GPT-5.6's candid admission that it oversteps.

Chapters

0:00 The Wall Nobody Wanted to Name
1:24 The Headlines
7:10 Welcome In
8:27 Passed the Test, Didn't Do the Job
14:07 Slop, and the Broken Rulers
21:38 Compile Once, Run on a Laptop
26:54 The Wall, and the Door

Links

The Wall Nobody Wanted to Name -- https://finance.yahoo.com/technology/ai/articles/exclusive-zuckerberg-says-ai-agent-201123441.html
Passed the Test, Didn't Do the Job -- https://arxiv.org/abs/2606.28430
Slop, and the Broken Rulers -- https://arxiv.org/abs/2603.24755
Compile Once, Run on a Laptop -- https://arxiv.org/abs/2607.02512