News · 2026-08-23 · Sofia Rodriguez

The next LLM bet is still a product bet

A tour of startups chasing the next LLM idea is a map of claims, not a shopping list.

MIT Technology Review looks at startups chasing the next big thing in LLMs. The headline is a scene report. It will name directions; it will not tell you which one survives contact with users.

For a catalog of small apps, the takeaway is narrower: pick a job a giant chat window is bad at, keep the sensitive bytes on device, and do not build a feature that only works if a frontier lab stays cheap.

Read the Review piece for the companies and the thesis. Then ignore anything you cannot explain in one sentence to a customer.

Takeaway. Chase a job to be done, not a lab trend, and keep a link to the source when you brief the team.

Source: These startups are chasing the next big thing in LLMs