Gap Analysis

Pages are scored by: importance × (1 + quality/100) - insightCount × 20. Higher scores indicate pages that likely contain valuable insights that haven't been extracted yet.

378Total Gaps

371No Insights

293High Priority

378Showing

All categoriescapabilitiescruxesdebatesfuture-projectionshistoryincidentsintelligence-paradigmsmetricsmodelsorganizationsotherpeoplereportsresponsesrisksworldviews

Min importance:0

Score	Page	Imp	Qual	Insights	Category	Gap Reason
166	Intervention Portfolio 3,143 words	87	91	None	responses	High importance page with no insights
162	Scheming & Deception Detection 3,371 words	85	91	None	responses	High importance page with no insights
159	OpenAI Foundation 9,760 words	85	87	None	organizations	High importance page with no insights
157	Capability Elicitation 3,463 words	82	91	None	responses	High importance page with no insights
157	AI Safety Cases 4,088 words	82	91	None	responses	High importance page with no insights
157	Bioweapons 10,646 words	82	91	None	risks	High importance page with no insights
157	Multipolar Trap 3,878 words	82	91	None	risks	High importance page with no insights
151	Intervention Effectiveness Matrix 4,203 words	87	73	None	models	High importance page with no insights
151	Evaluation Awareness 3,555 words	90	68	None	responses	High importance page with no insights
151	Reward Hacking 4,012 words	79	91	None	risks	High importance page with no insights
151	Sleeper Agents: Training Deceptive LLMs 1,952 words	85	78	None	risks	High importance page with no insights
149	AI Control 2,975 words	85	75	None	responses	High importance page with no insights
149	Eval Saturation & The Evals Gap 4,625 words	90	65	None	responses	High importance page with no insights
149	Pause Advocacy 5,390 words	78	91	None	responses	High importance page with no insights
149	Sandboxing / Containment 4,342 words	78	91	None	responses	High importance page with no insights
149	Structured Access / API-Only 3,560 words	78	91	None	responses	High importance page with no insights
149	Compute Thresholds 4,054 words	78	91	None	responses	High importance page with no insights
149	Tool-Use Restrictions 3,973 words	78	91	None	responses	High importance page with no insights
149	Voluntary Industry Commitments 4,659 words	78	91	None	responses	High importance page with no insights
149	Deceptive Alignment 2,097 words	85	75	None	risks	High importance page with no insights
147	Leading the Future super PAC 2,563 words	85	73	None	organizations	High importance page with no insights
147	California SB 53 2,942 words	85	73	None	responses	High importance page with no insights
147	Coordination Technologies 2,942 words	77	91	None	responses	High importance page with no insights
147	Eliciting Latent Knowledge (ELK) 2,602 words	77	91	None	responses	High importance page with no insights
147	Weak-to-Strong Generalization 2,973 words	77	91	None	responses	High importance page with no insights
145	Scalable Eval Approaches 3,528 words	88	65	None	responses	High importance page with no insights
145	Power-Seeking AI 3,068 words	87	67	None	risks	High importance page with no insights
145	Treacherous Turn 4,008 words	87	67	None	risks	High importance page with no insights
144	The Case FOR AI Existential Risk 6,586 words	87	66	None	debates	High importance page with no insights
144	OpenAI Foundation Governance Paradox 2,596 words	82	75	None	organizations	High importance page with no insights
143	International Coordination Mechanisms 4,159 words	75	91	None	responses	High importance page with no insights
143	Scheming 5,168 words	82	74	None	risks	High importance page with no insights
141	Capability Threshold Model 2,858 words	82	72	None	models	High importance page with no insights
141	Intervention Timing Windows 4,398 words	82	72	None	models	High importance page with no insights
141	Evals & Red-teaming 2,619 words	82	72	None	responses	High importance page with no insights
141	Racing Dynamics 2,730 words	82	72	None	risks	High importance page with no insights
140	Capabilities-to-Safety Pipeline Model 2,526 words	81	73	None	models	High importance page with no insights
140	Policy Effectiveness Assessment 3,995 words	82	71	None	responses	High importance page with no insights
139	Defense in Depth Model 1,634 words	82	69	None	models	High importance page with no insights
138	Dangerous Capability Evaluations 3,608 words	84	64	None	responses	High importance page with no insights
138	AI-Human Hybrid Systems 2,507 words	72	91	None	responses	High importance page with no insights
138	Sparse Autoencoders (SAEs) 3,238 words	72	91	None	responses	High importance page with no insights
138	US Executive Order on AI 3,795 words	72	91	None	responses	High importance page with no insights
138	Cyberweapons 4,272 words	72	91	None	risks	High importance page with no insights
138	Distributional Shift 3,621 words	72	91	None	risks	High importance page with no insights
137	Sandbagging 2,663 words	82	67	None	risks	High importance page with no insights
137	Sharp Left Turn 4,304 words	81	69	None	risks	High importance page with no insights
136	Risk Activation Timeline Model 2,886 words	82	66	None	models	High importance page with no insights
136	METR 4,320 words	82	66	None	organizations	High importance page with no insights
136	AI Governance and Policy 2,987 words	82	66	None	responses	High importance page with no insights
136	Mechanistic Interpretability 3,810 words	82	66	None	responses	High importance page with no insights
136	Sleeper Agent Detection 4,345 words	82	66	None	responses	High importance page with no insights
136	Technical AI Safety Research 3,853 words	82	66	None	responses	High importance page with no insights
135	Carlsmith's Six-Premise Argument 2,288 words	82	65	None	models	High importance page with no insights
135	RLHF / Constitutional AI 3,027 words	83	63	None	responses	High importance page with no insights
134	AI Risk Portfolio Analysis 2,246 words	82	64	None	models	High importance page with no insights
134	Anthropic Valuation Analysis 2,087 words	78	72	None	organizations	High importance page with no insights
134	AI-Assisted Alignment 1,981 words	82	63	None	responses	High importance page with no insights
134	Pause / Moratorium 2,126 words	78	72	None	responses	High importance page with no insights
134	Responsible Scaling Policies 4,576 words	82	64	None	responses	High importance page with no insights
134	Instrumental Convergence 5,044 words	82	64	None	risks	High importance page with no insights
134	Mesa-Optimization 4,338 words	82	63	None	risks	High importance page with no insights
133	AI Uplift Assessment Model 4,446 words	78	70	None	models	High importance page with no insights
133	Capability-Alignment Race Model 1,055 words	82	62	None	models	High importance page with no insights
133	Warning Signs Model 3,491 words	78	70	None	models	High importance page with no insights
133	Long-Term Benefit Trust (Anthropic) 2,564 words	78	70	None	organizations	High importance page with no insights
133	Musk v. OpenAI Lawsuit 1,944 words	78	70	None	organizations	High importance page with no insights
133	Hardware-Enabled Governance 3,561 words	78	70	None	responses	High importance page with no insights
133	Corrigibility Failure 3,867 words	82	62	None	risks	High importance page with no insights
132	AI Safety Institutes 4,245 words	78	69	None	responses	High importance page with no insights
132	Compute Monitoring 4,511 words	78	69	None	responses	High importance page with no insights
132	Research Agenda Comparison 4,374 words	78	69	None	responses	High importance page with no insights
130	Risk Cascade Pathways 1,750 words	78	67	None	models	High importance page with no insights
130	AI Safety Talent Supply/Demand Gap Model 2,595 words	78	67	None	models	High importance page with no insights
130	US AI Safety Institute 4,801 words	68	91	None	organizations	High quality page under-extracted
130	Philip Tetlock 3,622 words	75	73	None	people	High importance page with no insights
130	New York RAISE Act 3,380 words	75	73	None	responses	High importance page with no insights
129	Safety Research Allocation Model 1,625 words	78	65	None	models	High importance page with no insights
129	Anthropic (Funder) 6,745 words	78	65	None	organizations	High importance page with no insights
129	Alignment Evaluations 3,771 words	78	65	None	responses	High importance page with no insights
129	Evals-Based Deployment Gates 4,158 words	78	66	None	responses	High importance page with no insights
129	Scalable Oversight 1,321 words	77	68	None	responses	High importance page with no insights
128	Bioweapons Attack Chain Model 1,954 words	76	69	None	models	High importance page with no insights
128	Risk Interaction Network 1,911 words	78	64	None	models	High importance page with no insights
128	Safety-Capability Tradeoff Model 5,824 words	78	64	None	models	High importance page with no insights
128	AI Alignment 3,610 words	88	91	2	responses	High quality page under-extracted
128	Multi-Agent Safety 3,677 words	76	68	None	responses	High importance page with no insights
128	AI Safety Training Programs 2,295 words	75	70	None	responses	High importance page with no insights
127	Critical Uncertainties Model 2,542 words	74	71	None	models	High importance page with no insights
127	Autonomous Cyber Attack Timeline 1,676 words	78	63	None	models	High importance page with no insights
127	Power-Seeking Emergence Conditions Model 2,264 words	78	63	None	models	High importance page with no insights
127	Pre-TAI Capital Deployment: $100B-$300B+ Spending Analysis 2,860 words	82	55	None	models	High importance page with no insights
127	AI Revenue Sources 2,766 words	82	55	None	organizations	High importance page with no insights
127	Goal Misgeneralization 3,516 words	78	63	None	risks	High importance page with no insights
126	Racing Dynamics Impact Model 1,646 words	78	61	None	models	High importance page with no insights
126	Safety Spending at Scale 2,391 words	81	55	None	models	High importance page with no insights
126	Scheming Likelihood Assessment 1,518 words	78	61	None	models	High importance page with no insights
126	Short Timeline Policy Implications 1,994 words	78	62	None	models	High importance page with no insights
126	Worldview-Intervention Mapping 2,245 words	78	62	None	models	High importance page with no insights
126	Failed and Stalled AI Policy Proposals 3,684 words	74	70	None	responses	High importance page with no insights
126	Lab Safety Culture 4,098 words	78	62	None	responses	High importance page with no insights
126	Model Registries 1,722 words	75	68	None	responses	High importance page with no insights
126	Responsible Scaling Policies 3,612 words	78	62	None	responses	High importance page with no insights
126	Authoritarian Takeover 4,030 words	78	61	None	risks	High importance page with no insights
126	Emergent Capabilities 2,964 words	78	61	None	risks	High importance page with no insights
125	Autonomous Weapons Escalation Model 2,629 words	77	62	None	models	High importance page with no insights
125	Instrumental Convergence Framework 2,416 words	78	60	None	models	High importance page with no insights
125	AI Proliferation Risk Model 1,858 words	76	65	None	models	High importance page with no insights
125	Risk Interaction Matrix Model 2,614 words	76	65	None	models	High importance page with no insights
125	AI Chip Export Controls 4,199 words	72	73	None	responses	High importance page with no insights
125	Institutional Decision Capture 7,726 words	72	73	None	risks	High importance page with no insights
125	Proliferation 2,389 words	78	60	None	risks	High importance page with no insights
124	Institutional Adaptation Speed Model 3,215 words	78	59	None	models	High importance page with no insights
124	Anthropic IPO 4,203 words	75	65	None	organizations	High importance page with no insights
124	Palisade Research 2,273 words	75	65	None	organizations	High importance page with no insights
124	David Sacks 2,852 words	75	65	None	people	High importance page with no insights
124	Corrigibility Research 2,450 words	78	59	None	responses	High importance page with no insights
124	Mechanistic Interpretability 3,675 words	78	59	None	responses	High importance page with no insights
124	Representation Engineering 1,844 words	72	72	None	responses	High importance page with no insights
123	AI-Bioweapons Timeline Model 2,623 words	78	58	None	models	High importance page with no insights
123	Corrigibility Failure Pathways 1,934 words	76	62	None	models	High importance page with no insights
123	Reward Hacking Taxonomy and Severity Model 6,609 words	72	71	None	models	High importance page with no insights
123	California SB 1047 4,011 words	74	66	None	responses	High importance page with no insights
123	Third-Party Model Auditing 3,766 words	75	64	None	responses	High importance page with no insights
122	AI Megaproject Infrastructure 2,136 words	80	52	None	models	High importance page with no insights
122	Multipolar Trap Dynamics Model 1,759 words	76	61	None	models	High importance page with no insights
122	Planning for Frontier Lab Scaling 2,609 words	79	55	None	models	High importance page with no insights
122	ControlAI 2,483 words	75	63	None	organizations	High importance page with no insights
122	Epistemic & Forecasting Organizations 217 words	72	70	None	organizations	High importance page with no insights
122	Johns Hopkins Center for Health Security 2,460 words	75	63	None	organizations	High importance page with no insights
122	NIST and AI Safety 3,360 words	75	63	None	organizations	High importance page with no insights
122	Max Tegmark 3,177 words	75	63	None	people	High importance page with no insights
122	Colorado AI Act (SB 205) 2,903 words	72	70	None	responses	High importance page with no insights
122	Constitutional AI 1,489 words	72	70	None	responses	High importance page with no insights
122	AI Safety via Debate 1,741 words	72	70	None	responses	High importance page with no insights
122	Red Teaming 1,462 words	74	65	None	responses	High importance page with no insights
122	AI Standards Bodies 3,586 words	72	69	None	responses	High importance page with no insights
122	AI Welfare and Digital Minds 2,930 words	75	63	None	risks	High importance page with no insights
122	Enfeeblement 2,439 words	64	91	None	risks	High quality page under-extracted
121	Frontier Lab Cost Structure 2,296 words	79	53	None	models	High importance page with no insights
121	Goodfire 2,041 words	72	68	None	organizations	High importance page with no insights
121	Circuit Breakers / Inference Interventions 3,342 words	74	64	None	responses	High importance page with no insights
121	EU AI Act 4,242 words	78	55	None	responses	High importance page with no insights
121	Flash Dynamics 3,269 words	74	64	None	risks	High importance page with no insights
121	Rogue AI Scenarios 3,377 words	78	55	None	risks	High importance page with no insights
120	Expected Value of AI Safety Research 1,356 words	75	60	None	models	High importance page with no insights
120	Bletchley Declaration 2,507 words	75	60	None	responses	High importance page with no insights
120	Influencing AI Labs Directly 3,382 words	72	66	None	responses	High importance page with no insights
120	International Compute Regimes 5,454 words	72	67	None	responses	High importance page with no insights
120	Consensus Manufacturing 3,448 words	73	64	None	risks	High importance page with no insights
119	AI Talent Market Dynamics 2,055 words	78	52	None	models	High importance page with no insights
119	Model Organisms of Misalignment 2,801 words	72	65	None	models	High importance page with no insights
119	Safety Culture Equilibrium 2,078 words	72	65	None	models	High importance page with no insights
119	Frontier Model Forum 3,522 words	75	58	None	organizations	High importance page with no insights
119	Marc Andreessen 3,888 words	75	58	None	people	High importance page with no insights
119	Capability Unlearning / Removal 1,739 words	72	65	None	responses	High importance page with no insights
119	Compute Governance: AI Chips Export Controls Policy 2,641 words	75	58	None	responses	High importance page with no insights
119	Field Building Analysis 3,685 words	72	65	None	responses	High importance page with no insights
119	Formal Verification 2,162 words	72	65	None	responses	High importance page with no insights
119	Process Supervision 1,752 words	72	65	None	responses	High importance page with no insights
119	Provably Safe AI (davidad agenda) 2,270 words	72	65	None	responses	High importance page with no insights
119	Concentration of Power 1,216 words	72	65	None	risks	High importance page with no insights
118	Provable / Guaranteed Safe AI 2,529 words	72	64	None	intelligence-paradigms	High importance page with no insights
118	Alignment Robustness Trajectory 2,277 words	72	64	None	models	High importance page with no insights
118	AI Surveillance and Regime Durability Model 3,330 words	72	64	None	models	High importance page with no insights
118	Epoch AI 2,751 words	62	91	None	organizations	High quality page under-extracted
118	Authoritarian Tools 2,883 words	62	91	None	risks	High quality page under-extracted
118	Irreversibility 3,540 words	72	64	None	risks	High importance page with no insights
118	Lock-in 3,477 words	72	64	None	risks	High importance page with no insights
118	Scientific Knowledge Corruption 1,937 words	62	91	None	risks	High quality page under-extracted
118	Long-Timelines Technical Worldview 4,680 words	62	91	None	worldviews	High quality page under-extracted
118	Optimistic Alignment Worldview 4,454 words	62	91	None	worldviews	High quality page under-extracted
117	Authoritarian Tools Diffusion Model 6,978 words	72	62	None	models	High importance page with no insights
117	Deceptive Alignment Decomposition Model 2,156 words	72	62	None	models	High importance page with no insights
117	Technical Pathway Decomposition 2,308 words	72	62	None	models	High importance page with no insights
117	Centre for Long-Term Resilience 3,121 words	72	63	None	organizations	High importance page with no insights
117	Canada AIDA 4,115 words	68	72	None	responses	Moderate importance page with no insights
117	Epistemic Security 3,538 words	72	63	None	responses	High importance page with no insights
117	International AI Safety Summits 4,823 words	72	63	None	responses	High importance page with no insights
117	Open Source Safety 2,055 words	72	62	None	responses	High importance page with no insights
117	Preference Optimization Methods 2,816 words	72	62	None	responses	High importance page with no insights
117	Refusal Training 2,884 words	72	63	None	responses	High importance page with no insights
117	AI Whistleblower Protections 2,675 words	72	63	None	responses	High importance page with no insights
116	Flash Dynamics Threshold Model 2,903 words	73	59	None	models	High importance page with no insights
116	Goal Misgeneralization Probability Model 1,747 words	72	61	None	models	High importance page with no insights
116	Centre for Effective Altruism 2,805 words	65	78	None	organizations	Moderate importance page with no insights
116	Redwood Research 2,083 words	65	78	None	organizations	Moderate importance page with no insights
115	Dense Transformers 3,381 words	73	58	None	intelligence-paradigms	High importance page with no insights
115	Regulatory Capacity Threshold Model 1,393 words	74	56	None	models	High importance page with no insights
114	Authentication Collapse Timeline Model 6,302 words	72	59	None	models	High importance page with no insights
114	Feedback Loop & Cascade Model 2,199 words	72	59	None	models	High importance page with no insights
114	International AI Coordination Game 1,924 words	72	59	None	models	High importance page with no insights
114	Mesa-Optimization Risk Analysis 1,713 words	71	61	None	models	High importance page with no insights
114	Multi-Actor Strategic Landscape 1,935 words	72	59	None	models	High importance page with no insights
114	Anthropic Pre-IPO DAF Transfers 1,991 words	72	58	None	organizations	High importance page with no insights
114	Eli Lifland 3,005 words	72	58	None	people	High importance page with no insights
114	Goal Misgeneralization Research 2,062 words	72	58	None	responses	High importance page with no insights
113	Heavy Scaffolding / Agentic Systems 2,823 words	72	57	None	intelligence-paradigms	High importance page with no insights
113	Cyber Offense-Defense Balance Model 2,693 words	72	57	None	models	High importance page with no insights
113	Irreversibility Threshold Model 3,087 words	72	57	None	models	High importance page with no insights
113	Winner-Take-All Concentration Model 3,061 words	72	57	None	models	High importance page with no insights
112	Anthropic Impact Assessment Model 1,730 words	72	55	None	models	High importance page with no insights
112	Trust Cascade Failure Model 4,426 words	71	58	None	models	High importance page with no insights
112	Whistleblower Dynamics Model 6,392 words	72	56	None	models	High importance page with no insights
112	Is EA Biosecurity Work Limited to Restricting LLM Biological Use? 2,034 words	72	55	None	reports	High importance page with no insights
111	Steganography 2,404 words	58	91	None	risks	High quality page under-extracted
110	Mass Surveillance 4,396 words	67	64	None	risks	Moderate importance page with no insights
109	LAWS Proliferation Model 5,341 words	68	60	None	models	Moderate importance page with no insights
109	Parameter Interaction Network 1,351 words	72	51	None	models	High importance page with no insights
109	Biosecurity Organizations 1,058 words	70	55	None	organizations	High importance page with no insights
109	Safe Superintelligence Inc (SSI) 2,865 words	75	45	None	organizations	High importance page with no insights
109	Anthropic Core Views 3,140 words	67	62	None	responses	Moderate importance page with no insights
109	China AI Regulations 3,638 words	68	60	None	responses	Moderate importance page with no insights
109	Seoul AI Safety Summit Declaration 2,917 words	68	60	None	responses	Moderate importance page with no insights
108	Biosecurity Interventions 559 words	72	50	None	responses	High importance page with no insights
107	Compounding Risks Analysis 1,792 words	67	60	None	models	Moderate importance page with no insights
107	Council of Europe Framework Convention on Artificial Intelligence 3,055 words	65	65	None	responses	Moderate importance page with no insights
106	Claude Code Espionage Incident (2025) 3,757 words	65	63	None	incidents	Moderate importance page with no insights
106	Peter Thiel (Funder) 3,961 words	65	63	None	organizations	Moderate importance page with no insights
104	Why Alignment Might Be Easy 4,129 words	68	53	None	debates	Moderate importance page with no insights
104	Anthropic Founder Pledges: Interventions to Increase Follow-Through 3,946 words	72	45	None	models	High importance page with no insights
104	MATS ML Alignment Theory Scholars program 2,737 words	65	60	None	organizations	Moderate importance page with no insights
104	Schmidt Futures 3,567 words	65	60	None	organizations	Moderate importance page with no insights
104	Dustin Moskovitz 4,538 words	70	49	None	people	High importance page with no insights
104	Output Filtering 2,649 words	64	63	None	responses	Moderate importance page with no insights
103	Automation Bias Cascade Model 3,691 words	68	52	None	models	Moderate importance page with no insights
103	Sycophancy Feedback Loop Model 3,252 words	67	53	None	models	Moderate importance page with no insights
103	Agent Foundations 2,222 words	65	59	None	responses	Moderate importance page with no insights
103	Deepfake Detection 2,952 words	54	91	None	responses	High quality page under-extracted
102	Electoral Impact Assessment Model 3,482 words	62	65	None	models	Moderate importance page with no insights
102	Elon Musk (Funder) 1,603 words	70	45	None	organizations	High importance page with no insights
102	Cooperative IRL (CIRL) 2,014 words	62	65	None	responses	Moderate importance page with no insights
102	Epistemic Infrastructure 2,748 words	64	59	None	responses	Moderate importance page with no insights
102	Sycophancy 787 words	62	65	None	risks	Moderate importance page with no insights
101	Content Authentication & Provenance 2,479 words	64	58	None	responses	Moderate importance page with no insights
101	AI-Assisted Deliberation Platforms 3,539 words	62	63	None	responses	Moderate importance page with no insights
100	Why Alignment Might Be Hard 4,210 words	62	61	None	debates	Moderate importance page with no insights
100	US State AI Legislation 3,776 words	62	62	None	responses	Moderate importance page with no insights
100	Autonomous Weapons 2,933 words	64	56	None	risks	Moderate importance page with no insights
99	AI Impacts 1,545 words	65	53	None	organizations	Moderate importance page with no insights
99	Frontier AI Company Comparison (2026) 3,816 words	65	52	None	organizations	Moderate importance page with no insights
99	Robin Hanson 3,372 words	65	53	None	people	Moderate importance page with no insights
99	XPT (Existential Risk Persuasion Tournament) 1,969 words	64	54	None	responses	Moderate importance page with no insights
99	Epistemic Sycophancy 3,541 words	62	60	None	risks	Moderate importance page with no insights
99	Erosion of Human Agency 1,865 words	52	91	None	risks	High quality page under-extracted
99	Winner-Take-All Dynamics 1,483 words	64	54	None	risks	Moderate importance page with no insights
98	Apollo Research 2,864 words	62	58	None	organizations	Moderate importance page with no insights
98	Adversarial Training 1,881 words	62	58	None	responses	Moderate importance page with no insights
97	Collective Intelligence / Coordination 2,764 words	62	56	None	intelligence-paradigms	Moderate importance page with no insights
97	Expertise Atrophy Cascade Model 4,178 words	62	57	None	models	Moderate importance page with no insights
97	Societal Response & Adaptation Model 1,927 words	62	57	None	models	Moderate importance page with no insights
97	Prediction Markets 1,497 words	62	56	None	responses	Moderate importance page with no insights
97	Authentication Collapse 1,900 words	62	57	None	risks	Moderate importance page with no insights
97	Epistemic Collapse 956 words	65	49	None	risks	Moderate importance page with no insights
96	Neuro-Symbolic Hybrid Systems 2,875 words	62	55	None	intelligence-paradigms	Moderate importance page with no insights
96	Coefficient Giving 3,602 words	62	55	None	organizations	Moderate importance page with no insights
96	Cooperative AI 2,069 words	62	55	None	responses	Moderate importance page with no insights
96	Probing / Linear Probes 2,665 words	62	55	None	responses	Moderate importance page with no insights
96	Reward Modeling 1,928 words	62	55	None	responses	Moderate importance page with no insights
96	Expertise Atrophy 972 words	58	65	None	risks	-
96	Preference Manipulation 1,021 words	62	55	None	risks	Moderate importance page with no insights
96	Trust Decline 1,581 words	62	55	None	risks	Moderate importance page with no insights
95	Government Regulation vs Industry Self-Governance 1,713 words	62	54	None	debates	Moderate importance page with no insights
95	Light Scaffolding 2,064 words	62	53	None	intelligence-paradigms	Moderate importance page with no insights
95	Novel / Unknown Approaches 3,365 words	62	53	None	intelligence-paradigms	Moderate importance page with no insights
95	World Models + Planning 2,244 words	62	54	None	intelligence-paradigms	Moderate importance page with no insights
95	Surveillance Chilling Effects Model 2,298 words	62	54	None	models	Moderate importance page with no insights
95	ForecastBench 1,899 words	62	53	None	responses	Moderate importance page with no insights
95	NIST AI Risk Management Framework 2,891 words	62	54	None	responses	Moderate importance page with no insights
94	Anthropic 2,928 words	62	51	None	organizations	Moderate importance page with no insights
94	UK AI Safety Institute 3,579 words	62	52	None	organizations	Moderate importance page with no insights
94	AI-Augmented Forecasting 2,545 words	61	54	None	responses	Moderate importance page with no insights
93	Epistemic Collapse Threshold Model 1,364 words	62	50	None	models	Moderate importance page with no insights
92	Model Specifications 2,739 words	61	50	None	responses	Moderate importance page with no insights
90	Sparse / MoE Transformers 2,225 words	62	45	None	intelligence-paradigms	Moderate importance page with no insights
90	Automation Bias 2,921 words	58	56	None	risks	-
89	Trust Erosion Dynamics Model 2,509 words	56	59	None	models	-
89	Epistemic Learned Helplessness 1,523 words	58	53	None	risks	-
88	NTI | bio (Nuclear Threat Initiative - Biological Program) 2,079 words	55	60	None	organizations	-
85	The Case AGAINST AI Existential Risk 1,752 words	54	58	None	debates	-
84	Forecasting Research Institute 3,855 words	54	55	None	organizations	-
84	MIT AI Risk Repository 1,058 words	60	40	None	responses	Moderate importance page with no insights
83	State-Space Models / Mamba 3,503 words	54	54	None	intelligence-paradigms	-
83	Media-Policy Feedback Loop Model 2,782 words	54	53	None	models	-
83	The Sequences by Eliezer Yudkowsky 2,196 words	50	65	None	organizations	-
83	Disinformation 3,021 words	54	54	None	risks	-
81	Long-Term Future Fund (LTFF) 4,770 words	52	56	None	organizations	-
81	Design Sketches for Collective Epistemics 1,399 words	55	48	None	responses	-
80	Solution Cruxes 3,604 words	82	71	3	cruxes	-
80	OpenAI 2,012 words	55	46	None	organizations	-
80	SecureDNA 1,144 words	50	60	None	organizations	-
80	Vitalik Buterin (Funder) 1,327 words	55	45	None	organizations	-
80	Epistemic Virtue Evals 1,516 words	55	45	None	responses	-
79	Public Opinion & Awareness 2,566 words	52	52	None	metrics	-
79	Expertise Atrophy Progression Model 2,550 words	52	52	None	models	-
79	Post-Incident Recovery Model 1,938 words	52	52	None	models	-
79	SecureBio 1,431 words	48	65	None	organizations	-
78	LongtermWiki Impact Model 2,165 words	50	55	None	models	-
78	Deepfakes 1,482 words	52	50	None	risks	-
78	AI Knowledge Monopoly 1,889 words	52	50	None	risks	-
77	Longtermist Funders 1,188 words	75	3	None	organizations	High importance page with no insights
76	ARC (Alignment Research Center) 1,530 words	53	43	None	organizations	-
76	Giving Pledge 2,668 words	45	68	None	organizations	-
75	Reliability Tracking 2,589 words	52	45	None	responses	-
74	Aligned AGI - The Good Ending 4,990 words	48	54	None	future-projections	-
74	Disinformation Detection Arms Race Model 2,713 words	48	55	None	models	-
73	Community Notes for Everything 1,600 words	50	45	None	responses	-
73	Provenance Tracing 2,670 words	50	45	None	responses	-
73	Stampy / AISafety.info 1,337 words	50	45	None	responses	-
72	When Will AGI Arrive? 1,032 words	54	33	None	debates	-
72	Deepfakes Authentication Crisis Model 4,739 words	47	53	None	models	-
72	IBBIS (International Biosecurity and Biosafety Initiative for Science) 1,987 words	45	60	None	organizations	-
72	Meta AI (FAIR) 4,365 words	49	47	None	organizations	-
70	Blueprint Biosecurity 1,211 words	44	60	None	organizations	-
70	William and Flora Hewlett Foundation 3,282 words	45	55	None	organizations	-
70	Survival and Flourishing Fund (SFF) 4,844 words	44	59	None	organizations	-
70	AI for Human Reasoning Fellowship 2,196 words	45	55	None	responses	-
70	Rhetoric Highlighting 2,367 words	48	45	None	responses	-
70	Texas TRAIGA Responsible AI Governance Act 2,682 words	45	55	None	responses	-
69	Coalition for Epidemic Preparedness Innovations 2,740 words	45	53	None	organizations	-
68	Arb Research 1,756 words	45	50	None	organizations	-
68	Founders Fund 3,582 words	45	50	None	organizations	-
68	FutureSearch 1,869 words	45	50	None	organizations	-
68	Good Judgment 4,404 words	45	50	None	organizations	-
68	Global Partnership on Artificial Intelligence (GPAI) 2,988 words	45	50	None	organizations	-
68	Lionheart Ventures 2,499 words	45	50	None	organizations	-
68	Nuño Sempere 2,901 words	45	50	None	people	-
67	1Day Sooner 1,938 words	42	60	None	organizations	-
67	Pause AI 2,345 words	42	59	None	organizations	-
67	Reality Fragmentation 767 words	52	28	None	risks	-
65	Neuromorphic Hardware 4,493 words	42	55	None	intelligence-paradigms	-
65	Red Queen Bio 1,663 words	42	55	None	organizations	-
65	Seldon Lab 3,212 words	45	45	None	organizations	-
65	X Community Notes 1,788 words	42	54	None	responses	-
64	Minimal Scaffolding 2,533 words	42	52	None	intelligence-paradigms	-
64	Jaan Tallinn 6,223 words	42	53	None	people	-
63	Deep Learning Revolution (2012-2020) 3,090 words	44	44	None	history	-
63	Fraud Sophistication Curve Model 3,549 words	42	51	None	models	-
63	Epoch AI 4,595 words	42	51	None	organizations	-
63	Metaculus 4,590 words	42	50	None	organizations	-
62	Economic & Labor Metrics 2,952 words	42	48	None	metrics	-
62	Public Opinion Evolution Model 2,851 words	42	48	None	models	-
62	Vidur Kapur 1,538 words	45	38	None	people	-
62	AI-Powered Fraud 1,339 words	42	47	None	risks	-
61	80,000 Hours 3,824 words	42	45	None	organizations	-
61	Future of Life Institute (FLI) 6,079 words	42	46	None	organizations	-
61	AI Evaluation 1,741 words	82	72	4	responses	-
61	Economic Disruption 1,783 words	43	42	None	risks	-
61	Trust Cascade Failure 1,744 words	45	36	None	risks	-
60	Is Scaling All You Need? 1,574 words	42	42	None	debates	-
60	Mainstream Era (2020-Present) 4,300 words	42	42	None	history	-
60	CAIS (Center for AI Safety) 824 words	42	42	None	organizations	-
60	GovAI 1,692 words	42	43	None	organizations	-
60	Microsoft AI 4,718 words	42	44	None	organizations	-
60	Value Aligned Research Advisors 1,766 words	40	50	None	organizations	-
60	Historical Revisionism 1,271 words	42	43	None	risks	-
60	Legal Evidence Crisis 1,121 words	42	43	None	risks	-
59	Biological / Organoid Computing 2,656 words	38	54	None	intelligence-paradigms	-
59	Demis Hassabis 3,185 words	41	45	None	people	-
59	AI Forecasting Benchmark Tournament 1,697 words	42	41	None	responses	-
58	Cyber Psychosis & AI-Induced Psychological Harm 935 words	42	37	None	risks	-
57	Labor Transition & Economic Resilience 1,693 words	42	35	None	responses	-
56	MIRI (Machine Intelligence Research Institute) 1,870 words	37	50	None	organizations	-
55	Reasoning and Planning 4,912 words	82	65	4	capabilities	-
54	Longview Philanthropy 3,480 words	37	45	None	organizations	-
54	Manifund 3,842 words	36	50	None	organizations	-
54	Squiggle 1,870 words	38	41	None	responses	-
53	Chan Zuckerberg Initiative 5,762 words	35	50	None	organizations	-
53	Manifest 1,032 words	35	50	None	organizations	-
53	Swift Centre 2,369 words	35	50	None	organizations	-
52	Autonomous Coding 2,501 words	81	63	4	capabilities	-
52	CHAI (Center for Human-Compatible AI) 1,240 words	38	37	None	organizations	-
52	Parameter Table 28 words	42	24	None	other	-
51	Large Language Models 2,849 words	82	60	4	capabilities	-
51	Future of Humanity Institute (FHI) 4,188 words	34	51	None	organizations	-
51	Issa Rice 2,085 words	35	45	None	people	-
51	Corporate Responses 1,407 words	78	68	4	responses	-
51	Timelines Wiki 1,335 words	35	45	None	responses	-