Introducing dots

Dots by OpenAI are a proactive assistant that can keep working across complex projects and everyday tasks.

Sep 29, 2026

Score█████░░░░░4.8

VerdictCompetent work. Briefs at most.

Summary from the source

Dots by OpenAI are a proactive assistant that can keep working across complex projects and everyday tasks. Learn how dots help you stay in control while work moves forward.

The editor's rubric

Heuristic review

Dimension	Level	Weight	What that level means
Leverage	██░░░ 2	15%	Reusable within one subfield (a technique, dataset, or protocol a few groups will adopt).
Magnitude	██░░░ 2	20%	Solid incremental gain on a meaningful problem.
Evidence	██░░░ 2	20%	Limited: single setting, weak baselines, or an observational association presented as causal.
Novelty	██░░░ 2	10%	A new combination of known ideas.
Trajectory	██░░░ 2	10%	Some room to improve with obvious engineering.
Stakes	██░░░ 2	25%	Benefits a professional community (practitioners, clinicians, engineers).

Editor’s rationale

Heuristic triage from title and abstract text only, not a reading of the paper. No strong cues found.

How the score was computed

rank-2026-09-29

Score█████░░░░░4.8

Score = 10 × (50% × adjusted merit / 10 + 25% × attention + 25% × freshness)

Merit: 3.4 / 10; Weighted rubric, evidence-gated.
Adjusted merit: 3.8 / 10; Shrunk toward the desk prior by editor confidence (30%).
Attention: 91%; Citations, upvotes, points, mentions.
Freshness: 26%; Half-life decay since publication.

Hacker News points750 (reference 150, via hn, Oct 1, 2026, 02:16 UTC)
Hacker News comments629 (reference 80, via hn, Oct 1, 2026, 03:46 UTC)

The record

Reviewed by heuristic-v2 on Sep 29, 2026, 23:53 UTC. Paper type: news.
Categories: Product
TOP, No.7 in the News edition of September 30, 2026.
TOP, No.6 in the News edition of September 29, 2026.
BRIEF, No.6 in the Artificial Intelligence edition of September 29, 2026.