Mental Models, Conventions, and Expectations in UX Design: The Expectation Economy
Comments on “Mental Models, Conventions, and Expectations in UX Design: The Expectation Economy”
3 judges. Scored by all three judges. Only the day’s top stories get the claim check. How far stories are checked
This article argues that users judge new interfaces against expectations formed by thousands of others, so designers should honor familiar conventions unless a deviation delivers a substantial gain. It frames this as an "expectation economy," illustrated through seven principles from psychology and design, including Jakob's Law and mental models.
Why it ranked
No. 31 of 139 with a score of 0.60. The panel rated it highest on practical relevance (0.79) and new information (0.76), lowest on technical depth (0.50). The judges disagreed most on new information (spread 0.54), so the story is marked contested. Placed No. 31, No. 84 by score alone: the placement terms moved other stories past it.
- AI judgeJudge 2claude-haiku-5-5
- Long essay on UX mental models and expectations; well-cited and practically useful for product builders, though largely conceptual with no new empirical findings and some self-promotional framing.
- AI judgeJudge 3gpt-5.6-luna
- A substantial UX analysis connecting established psychological principles to conventional interfaces and AI-agent design, with actionable guidance and many citations, but limited original evidence and some sweeping or self-promotional claims.
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 0.41 on audience breadth, 0.54 on new information
- Significance0.52
- Reader interest0.65
- Audience breadth0.71
- Practical relevance0.79
- Substantiated0.61
- Technical depth0.50
- New information0.76
- Counts against: Promotional0.08
- Counts against: Overclaim0.33
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? | 0.65 | 0.35 | 0.55 | 0.52 | 0.30 | +0.24 | +0.124 |
| Reader interestWould a well-informed senior engineer or tech founder want to read this today, and likely pass it on? | 0.57 | 0.60 | 0.78 | 0.65 | 0.21 | +0.26 | +0.169 |
| Audience breadthHow many people who build technology does it concern? | 0.91 | 0.50 | 0.72 | 0.71 | 0.41 , above the contested threshold | +0.13 | +0.092 |
| Practical relevanceHow useful is it to someone who builds software or tech products? | 0.88 | 0.70 | 0.78 | 0.79 | 0.18 | +0.22 | +0.173 |
| 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. | 0.61 | 0.60 | 0.62 | 0.61 | 0.02 | +0.05 | +0.030 |
| Technical depthHow technically substantive is it? | 0.57 | 0.35 | 0.58 | 0.50 | 0.23 | +0.05 | +0.025 |
| New informationDoes it contain information absent from the stories covered in the last 7 days (list provided)? | 0.93 | 0.40 | 0.94 | 0.76 | 0.54 , 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. | 0.07 | 0.10 | 0.08 | 0.08 | 0.03 | −0.19 | −0.016 |
| OverclaimDo the headline or conclusions claim more than the body supports? | 0.30 | 0.20 | 0.48 | 0.33 | 0.28 | −0.11 | −0.036 |
| Sum of contributions | +0.600 | ||||||
| Claim-check penalty | 0.000 | ||||||
| Total, as published | 0.600 | ||||||
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/2026-11-05/31/"><img src="https://rubric.hrih.si/badge/2026-11-05/31.svg" alt="Ranked #31 on Rubric, 5 Nov 2026" width="238" height="28"></a>Also covered by
No other coverage was clustered with this story.
Elsewhere
Elsewhere: HN —
Recorded for context only, checked 5 Nov 2026, 05:46 UTC. It played no part in the ranking.