WeSearch

Show HN: I audited my AI leaderboard scale – every score dropped 6-15 points

·53 min read · 0 reactions · 0 comments · 2 views
#show#audited#leaderboard#scale#every
Show HN: I audited my AI leaderboard scale – every score dropped 6-15 points
TL;DR · WeSearch summary

SINCE MAY 2026 Aggregating from major public AI benchmarks ONE SCORE. AGI Ranker measures how close each frontier AI is to AGI. One transparent score (0-100) per model, distilled from 10 public benchmarks.

Key facts
About this source

Hacker News (AI / LLM) files mainly under ai. We currently carry 2,916 of its stories.

Original article
AGI Ranker
Read full at AGI Ranker →

Story provenance

Source · retrieval · rights · ranking — open for full record
inspect →

Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.

Record

Original publisherAGI Ranker
Canonical URLhttps://agiranker.com/
Publication timeThu, 30 Jul 2026 14:04:18 +0000
Retrieval time2026-07-30T14:17:01.202Z
Last seen2026-07-30T14:17:01.202Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterdneOTiyVvukJ · 1 stories
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

Rights status (four layers)

Publisher-declared
No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

WeSearch handling by dimension

Indexing May the item be indexed (stored, ranked, made findable)? Allowed
Snippet May a short excerpt of the publisher's text be shown? Allowed
AI summary May WeSearch generate its own short summary of the article? Limited
Retrieval / RAG May the content be exposed for third-party retrieval-augmented generation? Not asserted
Model training May the content be used to train AI models? Not asserted
Commercial reuse May the content be reused commercially? Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

SINCE MAY 2026 Aggregating from major public AI benchmarks ONE SCORE. INFINITE CLARITY. AGI Ranker measures how close each frontier AI is to AGI. One transparent score (0-100) per model, distilled from 10 public benchmarks. Score 100 marks the AGI threshold. Independent verification preferred over lab self-reports. Scores we can't verify are flagged, not invented. Every correction is logged publicly. Our definition of AGI View Live Leaderboard Launch Interactive Explorer TOP MODEL - - FRONTIER MODELS - AGI Score ≥ 65 BENCHMARKS AGGREGATED - Live benchmarks (TBA excluded) Distance to AGI - pts Top model's gap to AGI Score = 100 Top Model Breakdown - Thinking 44% weight - Fluid Reasoning + World Knowledge Doing 43% weight - Agency (tools, planning, coding) + Visual Reasoning Communicating…

Excerpt limited to ~120 words for fair-use compliance. The full article is at AGI Ranker.

Anonymous · no account needed
Share 𝕏 Facebook Reddit LinkedIn Threads WhatsApp Bluesky Mastodon Email

Discussion

0 comments

More from AGI Ranker