Skip to content

Open-sourced jev architecture last year

Hacker News thread where a builder claims prior open-sourced work on the same non-autoregressive decision architecture as Jev.

Discussiondiscussion

This summary is based on how curated lists describe the project; its README was not available to review.

Overview

This Hacker News thread (96 points and 11 comments per the list summary) centres on a claim that the same kind of non-autoregressive decision architecture behind Jev had been open-sourced a year earlier. According to the summary, the discussion focuses on recognition and marketing rather than on technical overlap.

The thread itself was not fetched, so the specific prior project and arguments are not summarised here. It is relevant for readers tracking the lineage of System One-style models.

What the decision model decides

TypeQuestionAnswers
OtherDiscussion of prior work on the architecture(inferred)—

How it works

  1. Read the thread for the prior-work claim and responses.

Strengths

  • Context on lineage and credit in the decision-model space.

Caveats

  • Discussion only; technical overlap not analysed in the thread per the summary.

At a glance

Type
Discussion
Status
discussion
Has code
no
Has tests
no

Use cases and integrations

How curated lists describe it

  • HN thread (96 points, 11 comments): a prior-work claim for the same architecture, where the discussion turns on recognition and marketing rather than on the technical overlap.

    yibie/awesome-jev
  • Everyone now talks about the architecture that's not auto regressive and…

    wh000wh000/awesome-jev-live

Frequently asked questions

What is claimed?

That a similar non-autoregressive decision architecture was open-sourced before Jev.

What did commenters focus on?

Recognition and marketing more than technical overlap, per the summary.

How popular was it?

96 points and 11 comments.

Related projects

  • X post reporting that Jev sorted about 2,300 AI research papers in roughly 83 seconds for $0.14 in total.

    Discussiondiscussion
  • Bilingual catalogue of Jev papers, software projects and public materials, with evidence levels, published as a static site.

    Appproduction
  • Auto-updated bilingual leaderboard of Jev ecosystem projects, tutorials and discussions, discovered daily and sorted by GitHub stars.

    Projectproduction
  • ChatGPT-style web chat where every word of every reply is a Jev multiple-choice decision over a ~1,800-word vocabulary plus END.

    ProjectprototypeTypeScript
  • Experiment that deliberately misuses Jev as a text generator by asking which symbol comes next and sampling from the returned distribution.

    ProjectresearchPython
  • Chat client that makes Jev write by asking Next word? over a 20,000-word dictionary in 255-word buckets plus a run-off.

    ProjectresearchPython