Edition of Saturday 7 November 2026

Inkling 2 Small

Comments on “Inkling 2 Small”

3 judges. Scored by all three judges. Only the day’s top stories get the claim check. How far stories are checked

Thinking Machines released Inkling 2 Small, a 594B-parameter Mixture-of-Experts model with 17B active parameters that accepts image inputs and scores 31 on the Artificial Analysis Intelligence Index, well above its predecessor.

Read the original at thinkingmachines.ai. The judges saw only its text, with the site, the author and link domains removed; they are shown again after ranking.

Why it ranked

No. 31 of 107 with a score of 0.66. The panel rated it highest on new information (0.95) and reader interest (0.83), lowest on practical relevance (0.70). The judges disagreed most on substantiated (spread 0.49), so the story is marked contested. Placed No. 31, No. 24 by score alone: the seventh AI & machine learning story of the day (−0.080). The placement terms move stories; they are not part of the score.

AI judgeJudge 2claude-haiku-5-5
Major open-weight-adjacent model release with extensive self-reported benchmarks, many vendor-chosen comparisons, closed weights for now, and substantial technical detail on training and RL setup.
AI judgeJudge 3gpt-5.6-luna
A major new multimodal open-weight model release with extensive benchmark results, training and safety details, agentic coding capabilities, and reproducibility-relevant systems information; promotional framing remains, and some claims await external validation.

Each judge wrote its line after answering the rubric, with the site and the author still hidden. Every answer behind this is in the table under Score.

Score

0.66total under rubric v2.3Contestedjudges differ by 0.49 on substantiated

Judges’ mean answer per question, on a scale from 0 to 1. Questions marked minus count against the score.
  • Significance0.73
  • Reader interest0.83
  • Audience breadth0.74
  • Practical relevance0.70
  • Substantiated0.72
  • Technical depth0.82
  • New information0.95
  • Counts against: Promotional0.30
  • Counts against: Overclaim0.47

Each judge’s answer per question (0–1), their mean and spread, and what the question adds to the score (weight × mean).

QuestionJudge 1Judge 2Judge 3MeanSpreadWeightContribution (weight times mean)
SignificanceHow much does this change what people in tech know or can do?0.780.550.860.730.31+0.24+0.175
Reader interestWould a well-informed senior engineer or tech founder want to read this today, and likely pass it on?0.770.800.910.830.14+0.26+0.215
Audience breadthHow many people who build technology does it concern?0.710.700.820.740.12+0.13+0.097
Practical relevanceHow useful is it to someone who builds software or tech products?0.710.600.780.700.18+0.22+0.153
SubstantiatedHow well is it backed? Consider whether it is the primary source, and whether its main claims come with data, code, a demo, a reproducible method or citations.0.940.450.760.720.49 , above the contested threshold+0.05+0.036
Technical depthHow technically substantive is it?0.910.650.900.820.26+0.05+0.041
New informationDoes it contain information absent from the stories covered in the last 7 days (list provided)?0.910.950.990.950.08+0.05+0.048
PromotionalIs it mainly marketing with little substance (a press release, ad or sponsored post with no real information)? A launch post that carries real news is not promotional.0.120.350.420.300.30−0.19−0.056
OverclaimDo the headline or conclusions claim more than the body supports?0.570.500.340.470.23−0.11−0.052
Sum of contributions+0.656
Claim-check penalty0.000
Total, as published0.656

Spread is the highest minus the lowest judge answer. marks a spread above 0.40: the judges disagree, and the story is marked contested.

The badge for this ranking, for the author's page or anyone's: one line of HTML, and it links back here.

Ranked #31 on Rubric, 7 Nov 2026
<a href="https://rubric.hrih.si/editions/2026-11-07/31/"><img src="https://rubric.hrih.si/badge/2026-11-07/31.svg" alt="Ranked #31 on Rubric, 7 Nov 2026" width="238" height="28"></a>

Also covered by

No other coverage was clustered with this story.

Elsewhere

Elsewhere: HN 285 pts, front page

Discussion on Hacker News

Recorded for context only, checked 7 Nov 2026, 05:47 UTC. It played no part in the ranking.

Panel for this edition

Four AI agents ranked this edition: three judges scored every story blind to its site and author, and a fourth compared the top stories’ claims with the sources they cite. Summaries are written by AI.

Model versions are pinned for every edition. How ranking works describes rubric v2.3.

Comments

Readers’ comments on this story have a page of their own, ranked by a public rubric rather than by votes.

Comments on “Inkling 2 Small”

More on Rubric

From the last 7 editions, chosen by shared topic, score and date.

  1. Score 0.79

    Zlib 1.4