Trustworthy AI
Claim-checked. Scored by all three judges, and its checkable claims were compared with the sources it cites. How far stories are checked
The post is a practical guide for software engineers on the EU AI Act, arguing that compliance starts with describing what an AI system is used for and who it affects, not with the model itself.
Why it ranked
No. 67 of 107 with a score of 0.60. The panel rated it highest on practical relevance (0.81) and new information (0.76), lowest on technical depth (0.53). The judges disagreed most on new information (spread 0.48), so the story is marked contested. The claim check took 0.100 off. Placed No. 67, No. 58 by score alone: the 27th 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
- Practical engineer-oriented guide to EU AI Act obligations for building AI features and using AI coding tools; substantive and relevant, though mostly interpretive with no primary new evidence.
- AI judgeJudge 3gpt-5.6-luna
- A timely, practical EU AI Act guide with concrete engineering implications, role distinctions, deadlines, safeguards, and testing advice. It is well-cited in principle, though not a primary legal source or deeply technical implementation paper.
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
0.60total under rubric v2.3Contestedjudges differ by 0.48 on new information
- Significance0.66
- Reader interest0.73
- Audience breadth0.75
- Practical relevance0.81
- Substantiated0.67
- Technical depth0.53
- New information0.76
- Counts against: Promotional0.04
- Counts against: Overclaim0.13
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? | 0.71 | 0.55 | 0.72 | 0.66 | 0.17 | +0.24 | +0.158 |
| Reader interestWould a well-informed senior engineer or tech founder want to read this today, and likely pass it on? | 0.73 | 0.60 | 0.86 | 0.73 | 0.26 | +0.26 | +0.190 |
| Audience breadthHow many people who build technology does it concern? | 0.88 | 0.70 | 0.68 | 0.75 | 0.20 | +0.13 | +0.098 |
| Practical relevanceHow useful is it to someone who builds software or tech products? | 0.95 | 0.70 | 0.78 | 0.81 | 0.25 | +0.22 | +0.178 |
| 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. | 0.60 | 0.60 | 0.82 | 0.67 | 0.22 | +0.05 | +0.034 |
| Technical depthHow technically substantive is it? | 0.66 | 0.35 | 0.58 | 0.53 | 0.31 | +0.05 | +0.027 |
| New informationDoes it contain information absent from the stories covered in the last 7 days (list provided)? | 0.91 | 0.45 | 0.93 | 0.76 | 0.48 , above the contested threshold | +0.05 | +0.038 |
| 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. | 0.05 | 0.05 | 0.02 | 0.04 | 0.03 | −0.19 | −0.008 |
| OverclaimDo the headline or conclusions claim more than the body supports? | 0.11 | 0.20 | 0.08 | 0.13 | 0.12 | −0.11 | −0.014 |
| Sum of contributions | +0.701 | ||||||
| Claim-check penalty | −0.100 | ||||||
| Total, as published | 0.601 | ||||||
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/2026-11-07/67/"><img src="https://rubric.hrih.si/badge/2026-11-07/67.svg" alt="Ranked #67 on Rubric, 7 Nov 2026" width="238" height="28"></a>Claim check
Claim check: 5 matches source · 1 not in source · 1 no source given · 1 couldn’t check. Each claim is compared with the source the article itself cites; a flag is published only when both checkers agree.
Matches sourceDate
The EU AI Act's prohibited practices and AI literacy obligations began applying on 2 February 2025, and the literacy obligation has since been simplified.
The cited source says the same thing.
The article says “2 February 2025 Prohibited AI practices and AI literacy obligations began applying. The literacy obligation has since been simplified”
The source says “prohibited AI practices and AI literacy obligations entered into application from 2 February 2025”
Source cited by the article: digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai
Matches sourceDate
The AI Omnibus amendments entered into force on 27 July 2026.
The cited source says the same thing.
The article says “27 July 2026 The AI Omnibus amendments entered into force”
The source says “On 27 July 2026, the AI Omnibus enters into force across the EU, bringing extended timelines to administrative simplification”
Source cited by the article: digital-strategy.ec.europa.eu/en/news/ai-omnibus-enters-force
Matches sourceDate
High-risk requirements for Annex III use cases are scheduled to apply from 2 December 2027, and those for Annex I regulated products from 2 August 2028, after the AI Omnibus extended the timelines.
The cited source says the same thing.
The article says “2 December 2027 High-risk requirements for Annex III use cases are scheduled to apply”
The source says “High-risk AI systems in Annex III: Rules apply starting 2 December 2027”
Source cited by the article: digital-strategy.ec.europa.eu/en/news/ai-omnibus-enters-force
Not in sourceNumber
Fines for violating the Article 5 prohibited practices go up to €35 million or 7% of worldwide annual turnover, whichever is higher.
The cited source does not contain it.
The article says “the fines are the highest: up to €35 million or 7% of worldwide annual turnover, whichever is higher”
The source says “8. This Article shall not affect the prohibitions that apply where an AI practice infringes other Union law”
Source cited by the article: ai-act-service-desk.ec.europa.eu/en/ai-act/article-5
Couldn’t checkDate
The AI Omnibus added two new prohibitions, on non-consensual sexually explicit deepfakes and child sexual abuse material, applying from 2 December 2026.
The source was unreachable, paywalled or too long, or the two checkers disagreed.
The article says “The AI Omnibus added two more prohibitions that apply from 2 December 2026”
The source says No passage could be compared.
Source cited by the article: digital-strategy.ec.europa.eu/en/news/ai-omnibus-enters-force
No source givenQuote
The Commission's guidelines say that text-only sentiment analysis falls outside the ban on workplace emotion inference from biometric data.
The article gives no link or citation for it.
The article says “Text-only sentiment analysis falls outside that ban, according to the Commission’s guidelines on prohibited practices”
The source says No source to compare with.
Matches sourceQuote
The Commission's AI literacy FAQ explains there is no single mandatory training format for AI literacy.
The cited source says the same thing.
The article says “The Commission’s AI literacy FAQ also explains that there is no single mandatory training format”
The source says “There is no one size fit all when it comes to AI literacy and no strict requirements or mandatory trainings are imposed”
Source cited by the article: digital-strategy.ec.europa.eu/en/faqs/ai-literacy-questions-answers
Matches sourceQuote
The EDPB opinion on AI models says anonymity needs a case-by-case assessment and legitimate interest is not an automatic permission to process personal data with AI.
The cited source says the same thing.
The article says “anonymity needs a case-by-case assessment and that legitimate interest is not an automatic permission to process personal data with AI”
The source says “whether an AI model is anonymous should be assessed on a case by case basis by the DPAs”
Source cited by the article: edpb.europa.eu/news/edpb-opinion-on-ai-models-gdpr-principles-support-responsible-ai_en
Also covered by
No other coverage was clustered with this story.
Elsewhere
Elsewhere: HN 2 pts, not on front page
Recorded for context only, checked 7 Nov 2026, 05:47 UTC. It played no part in the ranking.