Citation Accuracy

Per-citation accuracy scores from LLM claim-vs-source verification. Shows whether the text at each cited URL actually supports the claim made in the wiki page. Flag pages with low accuracy for manual review or run pnpm crux w citations fix-inaccuracies --apply to auto-fix. Scores below 0.5 indicate the citation likely doesn't support the claim.

Accuracy sourcing results from LLM-powered citation checking. 3490 of 4935 citations checked, 84% accurate. 493 citations flagged.

Total Citations

4935

Checked

3490

Accurate

2014

Flagged

493

Verdict Distribution

accurate2014minor issues921inaccurate281unsupported212not verifiable62

Source Check Difficulty

easy2275hard218

137 results


timelines-wiki	3	0			-
anthropic-investors	2	0			-
org-watch	1	0			-
planning-for-frontier-lab-scaling	1	0			-
projecting-compute-spending	11	2		1	0%	0.25
short-timeline-policy-implications	12	1			0%	0.00
stuart-russell	2	1			0%	0.50
meta-ai	30	7	2		29%	0.57
pre-tai-capital-deployment	10	5	2	2	40%	0.73
turion	6	4	1	2	50%	0.63
ai-megaproject-infrastructure	4	2		1	50%	0.80
vara	10	6	2	2	50%	0.49
colorado-ai-act	19	2	1		50%	0.50
anthropic-valuation	19	11	5	5	55%	0.56
nti-bio	27	18	7	8	56%	0.62
center-for-applied-rationality	34	16	6	7	56%	0.60
situational-awareness-lp	17	12	1	5	58%	0.58
compute-concentration	14	12	3	5	58%	0.60
elicit	32	20	2	8	60%	0.72
hewlett-foundation	29	23	10	8	61%	0.73
red-queen-bio	16	8	5	3	63%	0.85
ea-longtermist-wins-losses	46	25	7	9	64%	0.72
leading-the-future	25	22	10	6	64%	0.81
frontier-lab-cost-structure	30	3	2	1	67%	0.90
anthropic-ipo	20	18	7	6	67%	0.77
secure-ai-project	15	3	2	1	67%	0.67
long-term-benefit-trust	12	9	5	3	67%	0.80
ftx-red-flags-pre-collapse-warning-signs-that-were-overlooked	11	9	3	3	67%	0.72
ai-for-human-reasoning-fellowship	3	3	1	1	67%	0.87
failed-stalled-proposals	28	16	7	5	69%	0.81
anthropic	42	29	11	9	69%	0.74
the-sequences	46	10	4	3	70%	0.69
giving-what-we-can	22	20	7	6	70%	0.78
lab-behavior	15	10	7	3	70%	0.82
sam-bankman-fried	30	25	8	3	72%	0.71
lionheart-ventures	46	41	19	9	73%	0.80
robin-hanson	55	32	17	8	75%	0.75
openclaw-matplotlib-incident-2026	51	32	17	8	75%	0.79
recoding-america	9	4	2	1	75%	0.79
neel-nanda	4	4	2	1	75%	0.71
ftx-future-fund	23	16	8	3	75%	0.83
ftx-collapse-and-ea-public-credibility	11	8	3	1	75%	0.81
ea-biosecurity-scope	22	17	11	4	76%	0.87
longtermism-credibility-after-ftx	49	33	11	7	76%	0.77
compute-governance	38	33	23	6	76%	0.79
polymarket	96	70	20	12	76%	0.78
bletchley-declaration	40	30	12	7	77%	0.84
vipul-naik	74	56	32	12	77%	0.80
peter-thiel-philanthropy	80	48	19	10	77%	0.81
bridgewater-aia-labs	94	58	34	13	78%	0.79
swift-centre	9	9	6	2	78%	0.88
nist-ai-rmf	28	19	6	4	79%	0.77
texas-traiga	46	44	30	9	80%	0.79
chan-zuckerberg-initiative	102	70	39	14	80%	0.85
arb-research	6	5	2	1	80%	0.89
controlai	50	41	23	8	80%	0.86
ea-epistemic-failures-in-the-ftx-era	37	25	16	4	80%	0.86
council-on-strategic-risks	25	21	15	4	81%	0.80
ibbis	23	21	12	4	81%	0.88
openai-foundation	78	58	35	8	81%	0.87
samotsvety	74	71	40	13	82%	0.80
good-judgment	82	66	30	12	82%	0.85
pause-ai	21	11	7	2	82%	0.86
state-capacity-ai-governance	17	11	7	2	82%	0.90
kalshi	87	83	42	15	82%	0.82
ea-global	73	50	26	9	82%	0.85
cea	53	33	12	2	82%	0.84
california-sb53	39	35	25	6	83%	0.85
us-state-legislation	30	12	9	2	83%	0.82
epstein-ai-connections	10	6	3	1	83%	0.82
ftx-collapse-ea-funding-lessons	45	29	15	3	83%	0.84
issa-rice	37	32	19	5	84%	0.84
lightning-rod-labs	36	32	17	4	84%	0.85
founders-fund	92	44	23	5	84%	0.84
eli-lifland	40	33	22	5	85%	0.87
ftx	45	34	21	4	85%	0.84
alignment	12	7	6	1	86%	0.94
gpai	58	36	21	5	86%	0.86
gwern	47	37	18	5	86%	0.83
coe-ai-convention	46	30	12	4	87%	0.83
centre-for-long-term-resilience	54	39	29	5	87%	0.87
claude-code-espionage-2025	59	47	35	6	87%	0.89
ea-institutions-response-to-the-ftx-collapse	33	24	17	3	88%	0.90
why-alignment-hard	14	8	6	1	88%	0.89
blueprint-biosecurity	13	8	4	1	88%	0.89
xai	13	8	2	1	88%	0.84
johns-hopkins-center-for-health-security	54	26	14	3	88%	0.87
giving-pledge	36	26	21	3	88%	0.91
goodfire	50	41	27	4	88%	0.88
will-macaskill	22	18	13	2	89%	0.91
wikipedia-views	70	38	24	4	89%	0.87
vidur-kapur	25	19	14	2	89%	0.88
schmidt-futures	86	53	34	4	89%	0.91
eliezer-yudkowsky	10	9	5		89%	0.88
frontier-model-forum	53	48	35	5	90%	0.88
seldon-lab	86	60	42	6	90%	0.87
lighthaven	35	30	14	3	90%	0.87
david-sacks	59	41	26	4	90%	0.90
philip-tetlock	98	73	42	7	90%	0.88
macarthur-foundation	102	82	50	6	90%	0.90

Showing 1–100 of 137

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Live data from wiki-server

Data exported Apr 12, 2026, 6:13 AM. Regenerate with pnpm crux citations export-dashboard