The top reason companies fail is not execution or fundraising or timing. It's that the problem they picked isn't valuable enough for anyone to change their behavior for it. Michael Skok's Harvard workshop is the clearest method we have seen for finding that out before you build.
Peter Thiel spent an hour of Stanford's startup course explaining why competition is for losers. Most people remember the provocation. Few notice the diagnosis underneath it — competing is the symptom, and the cause is building in a game where a fight was the only possible outcome.
Water puts out fires and then finishes the job on the building. A startup built by former NASA engineers is fighting flames with inaudible sound, and it is a masterclass in which metric you are actually optimizing.
Model context protocol, agent to agent standards, and a dozen new specs are the loudest infra story in the room right now. Here is a plain language map of what goes where, which layer actually matters for lock in, and the one mistake that will cost you more than picking the wrong protocol.
We accepted that private work had to run on a stranger's computer. Local models just got good enough to change that. Here is why the cloud was a convenience trade disguised as a requirement, and what happens when inference moves back onto the device.
Software that works when the server dies is winning the teams that try it. Here is why the next wave of tools will treat offline as the default, not a fallback, and how a small studio builds that way on purpose.
SEPTEMBER 6, 2026/7 MIN READ
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