All Source Checks
Automated source checking of wiki data against original sources. Each record is checked against one or more external sources to confirm accuracy.
View internal dashboard with coverage & action queue →Verified Correct
6,885
75% of checked
Has Issues
1,312
14% of checked
Can't Verify
978
11% of checkedincl. 236 dead links
Not Yet Checked
43
of 9,218 total
Contradicted
76
Fix now — data may be wrong
Outdated
21
Source has newer info
Accuracy Rate
99%
confirmed / (confirmed + wrong + outdated)
Needs Recheck
200
Flagged for re-check
Software to detect data fabrication (Manifund -> Markus Englund)
Systems that "give a damn" (Manifund -> Steve Petersen)
EEG using a generalizable ML model + 32 channel PCB (Manifund -> Sophia Pung)
AI-assisted low-cost ultrasound scanner (Manifund -> Venkata Subhash Chandra S…
Build an app to track ones impact on animal cruelty (Manifund -> Sai Deep Teta…
Support funding for Hardeep Gambhir's gap semester (Manifund -> Hardeep Singh …
Train LLMs in honest introspection (Manifund -> Adam Morris)
Rabbitholeathon Event Food (Manifund -> Jacob Cohen)
Scale up biologics manufacturing (Manifund -> Alexander (Olek) Pisera)
Build a new nonprofit thinktank that advances technological solutions to anima…
Developing a Course on AI x-risk (Manifund -> Johan Fredrikzon)
Progress Studies YouTube Channel (Manifund -> Justin Petersen)
Scenario analysis and planning platform for more effective developing world ag…
Offline AI voice restoration device for people with voice disorders (Manifund …
Athena - New Program for Women in AI Alignment Research (Manifund -> Claire Sh…
Promote Georgism (Manifund -> Joseph Caissie)
One semester living expenses for MIT-based researcher (Manifund -> Vikram (Vik…
A Lumenator Company, or: A More Ambitious Life Trajectory (Manifund -> Adrian …
Disentangling Political Bias from Epistemic Integrity in AI Systems (Manifund …
Implicit planning in LLMs Paper (Manifund -> Jim Maar)
Finishing a Video on the Google DeepMind Hunger Strike (Manifund -> Michaël Ru…
Study land reform (Manifund -> Mark Webb)
General Career Support (Manifund -> Parker Whitfill)
Assess online training platform for health workers in Nigeria (Manifund -> Hea…
AI scam research targeting seniors (Manifund -> Fred Heiding)
Improving fish welfare through producer and retail outreach in Türkiye (Manifu…
Distribute HPMOR copies in Bangalore, India (Manifund -> Aditya Arpitha Prasad)
Produce therapeutic food for Ethiopia (Manifund -> Dr. Lewis Wall)
Evaluating the Effectiveness of Unlearning Techniques (Manifund -> FazlBarez)
CaML - AGI alignment to nonhumans (Manifund -> Miles Tidmarsh)
Benchmarking and comparing different evaluation awareness metrics (Manifund ->…
Pilot for new benchmark by Epoch AI (Manifund -> Epoch AI)
AI-Plans.com Critique-a-Thon $500 Prize Fund Proposal (Manifund -> Kabir Kumar)
Field building in universities for AI policy careers in the US (Manifund -> Ma…
BLAM Liberia Seed Project (Manifund -> Saeed Ahmad)
Mitigating Reward Hacking Through RL Training Interventions (Manifund -> Aria …
Visa fee support for Australian researcher to join a fellowship with Anthropic…
YIMBY movement for African cities (Manifund -> Kurtis Lockhart)
Gene editing corn for nutrition (Manifund -> Kasey Markel)
Charge selective large pore membranes for artificial implantable kidney. (Mani…
AI Safety & Society (Manifund -> 60)
FloraForge: Aesthetic Gene Editing in Petunias (Manifund -> Justin Bianchini)
Influenza Pandemic Protection on Day 1 through universal priming vaccines (Man…
Virtue-Ethical Rationality and Training Dynamics (Manifund -> Peli Grietzer)
Tardigrade stress tolerance genes that modified for improved performance in hu…
News through prediction markets (Manifund -> Marcel van Diemen)
Telemedicine platform for Congo (Manifund -> Manoj Nathwani)
Transformative AI scenarios for EU policymakers (Manifund -> Thomas Lingard on…
Make large-scale analysis of Python code several orders of magnitude quicker (…
Tooling + Model Orgs for CoT Faithfulness Research (Manifund -> Sudarsh Kunnav…
Data from source_check_verdicts table. Click a row to view detailed evidence.