Skip to content

Type-safe is not the same as right

Reindent separates a guaranteed output shape from a correct decision, and treats the launch speed figures as vendor claims.

Format
Video
Published by
Community
Author
Reindent
Last verified
Sep 2026

Highlights

  • The description says Diogo Almeida's speed and price figures are presented as vendor claims.
  • It says a typed output does not guarantee the answer is factually correct.
  • It says TypeSafe's 0% type-error figure is guaranteed by construction, not an accuracy measurement.

Watch out

Commentary over launch footage. The channel says it has not benchmarked the speed claims itself.

Questions about this entry

Short answers drawn from the linked project or page.

Reactions & coverage

Posts, threads, and videos about this entry from around the web.

YouTube: Reindent on why a guaranteed output type is not the same thing as a correct answer.

Hacker News: Simon Willison's overview of Noul, Choice, and Score, and where a decision model fits.

benwerd53 pointsJev introduces a new shape of LLMRead the thread on Hacker News

X: Diogo Almeida in five minutes

More Jev resources like this

Max Jesch, on IBM Developer, walks Jev as a System One model that returns probabilities for classification instead of generating text.
Jev Media & TalksVideo#community#video#explainer
Community
Martin Keen, on IBM Technology, explains Jev as a System One model whose output is a decision rather than generated text.
Jev Media & TalksVideo#community#video#explainer
Community
Fireship on Diogo Almeida's System One launch claims: no chat output, and the headline 200× speed and 400× cost multiples.
Jev Media & TalksVideo#community#video#explainer
Community
Tim Lin's visual explainer on System 1 versus System 2, the Choice, Score, and Noul primitives, and how JevScout uses Jev inside a coding agent.
Jev Media & TalksVideo#community#video#explainer
Community
plain. on Jev as typed answers over state, the September 2026 launch, DCVC seed funding, and Diogo Almeida's InstructGPT background.
Jev Media & TalksVideo#community#video#explainer
Community
VikStack lists ten concepts for Jev: non-autoregressive parallel sampling, 70–500 ms claims, and boolean, enum, and rubric answer shapes.
Jev Media & TalksVideo#community#video#explainer
Community
Back to all resources

From the Jev community

Posts from builders shipping with Jev right now.

Follow @typesafeai