The Bitter Lesson for Humans
Comments on “The Bitter Lesson for Humans”
3 judges. Scored by all three judges. Only the day’s top stories get the claim check. How far stories are checked
The author built a cryptic crossword solver with elaborate Bayesian machinery, then found that a frontier model handed the whole puzzle in one call solved 93 of 116 grids for about 28 cents each, beating the full system.
Why it ranked
No. 50 of 110 with a score of 0.62. The panel rated it highest on new information (0.83) and reader interest (0.74), lowest on significance (0.53). The judges disagreed most on audience breadth (spread 0.53), so the story is marked contested. Placed No. 50, No. 37 by score alone: the 17th 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
- Personal essay on AI agents, a self-reported crossword solver experiment, and economic philosophy. Relevant to AI-builders and somewhat substantiated by an experiment, but largely opinion with broad reflection and some overclaiming about general lessons.
- AI judgeJudge 3gpt-5.6-luna
- Detailed self-experiments compare bespoke Bayesian machinery with frontier-model baselines, yielding actionable lessons about measurement, calibration, data ownership, and when to build. The broader claims about human standing are thoughtful but partly speculative.
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
0.62total under rubric v2.3Contestedjudges differ by 0.47 on significance, 0.53 on audience breadth, 0.42 on technical depth
- Significance0.53
- Reader interest0.74
- Audience breadth0.70
- Practical relevance0.72
- Substantiated0.72
- Technical depth0.67
- New information0.83
- Counts against: Promotional0.10
- Counts against: Overclaim0.36
Each judge’s answer per question (0–1), their mean and spread, and what the question adds to the score (weight × mean).
| Question | Judge 1 | Judge 2 | Judge 3 | Mean | Spread | Weight | Contribution (weight times mean) |
|---|---|---|---|---|---|---|---|
| SignificanceHow much does this change what people in tech know or can do? | 0.63 | 0.25 | 0.72 | 0.53 | 0.47 , above the contested threshold | +0.24 | +0.128 |
| Reader interestWould a well-informed senior engineer or tech founder want to read this today, and likely pass it on? | 0.77 | 0.55 | 0.90 | 0.74 | 0.35 | +0.26 | +0.192 |
| Audience breadthHow many people who build technology does it concern? | 0.93 | 0.40 | 0.78 | 0.70 | 0.53 , above the contested threshold | +0.13 | +0.092 |
| Practical relevanceHow useful is it to someone who builds software or tech products? | 0.82 | 0.50 | 0.83 | 0.72 | 0.33 | +0.22 | +0.157 |
| 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. | 0.83 | 0.55 | 0.78 | 0.72 | 0.28 | +0.05 | +0.036 |
| Technical depthHow technically substantive is it? | 0.78 | 0.40 | 0.82 | 0.67 | 0.42 , above the contested threshold | +0.05 | +0.033 |
| New informationDoes it contain information absent from the stories covered in the last 7 days (list provided)? | 0.91 | 0.60 | 0.98 | 0.83 | 0.38 | +0.05 | +0.042 |
| 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. | 0.06 | 0.20 | 0.03 | 0.10 | 0.17 | −0.19 | −0.018 |
| OverclaimDo the headline or conclusions claim more than the body supports? | 0.25 | 0.45 | 0.38 | 0.36 | 0.20 | −0.11 | −0.040 |
| Sum of contributions | +0.622 | ||||||
| Claim-check penalty | 0.000 | ||||||
| Total, as published | 0.622 | ||||||
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.
<a href="https://rubric.hrih.si/editions/2026-10-29/50/"><img src="https://rubric.hrih.si/badge/2026-10-29/50.svg" alt="Ranked #50 on Rubric, 29 Oct 2026" width="245" height="28"></a>Also covered by
No other coverage was clustered with this story.
Elsewhere
Elsewhere: HN 1 pts, not on front page
Recorded for context only, checked 29 Oct 2026, 05:47 UTC. It played no part in the ranking.