Validations Queue

75,032 candidate doc → node links pending adjudication. Each was auto-generated by cosine similarity ≥ 0.55 between document and prediction embeddings (bge-base-en-v1.5, 768-dim). Showing page 55 of 56, 50 rows by similarity. Adjudicating updates doc_node_links.reviewed=true with the chosen polarity, writes per-link rows to audit_log, and removes the row from this queue. Phase 4 inference will use confirmed corroborates/contradicts links as Bayesian evidence.

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Bulk auto-confirm by similarity threshold

Confirm or label (corroborates / contradicts) all unreviewed links above a similarity threshold in one transaction. Each affected row writes a per-link audit_log entry. Capped at 1,000 links per call. Use Preview first.

Source0 selected · 0 visible
Bulk action
SimDocSourcePredDomainPrior
0.55
FDA ANDA078232: LOSARTAN POTASSIUM (LOSARTAN POTASSIUM) — LUPIN LTD
fda
2026-06-08
245_009
Breaking plastic-degradation technology could become a supplement that breaks microplastics in the gut before absorption
Peter Diamandis
Biotech/Longevity45%
0.55
FDA ANDA064050: CLINDAMYCIN PHOSPHATE (CLINDAMYCIN PHOSPHATE) — PADAGIS US
fda
2026-06-10
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA064050: CLINDAMYCIN PHOSPHATE (CLINDAMYCIN PHOSPHATE) — PADAGIS US
fda
2026-06-10
AI_031
AGI will be defined by its ability to autonomously formulate novel scientific hypotheses — effectively solving '100 years of biology' in a fraction of the historical time required, via continuous hypothesis-generation and experimental iteration.
Demis Hassabis
Biotech/Longevity51%
0.55
FDA ANDA219165: PROPRANOLOL HYDROCHLORIDE (PROPRANOLOL HYDROCHLORIDE) — PAI HOLDINGS
fda
2026-06-10
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55
FDA ANDA204196: DEXTROMETHORPHAN HYDROBROMIDE AND QUINIDINE SULFATE (DEXTROMETHORPHAN HYDROBROMIDE) — SUN PHARM
fda
2026-06-03
FUT_019
Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i...
Multi-Forecaster Synthesis
Biotech/Longevity31%
0.55
FDA ANDA202693: ACETAZOLAMIDE SODIUM (ACETAZOLAMIDE SODIUM) — AVET LIFESCIENCES
fda
2026-06-05
248_030
FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.
Dave Blundin
Geopolitics50%
0.55
FDA ANDA219865: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — HETERO LABS LTD VI
fda
2026-04-30
247_041
AI-powered drugs have 85% phase 1 success vs 52% traditional
Peter Diamandis
Biotech/Longevity55%
0.55
FDA ANDA217264: ESOMEPRAZOLE MAGNESIUM (ESOMEPRAZOLE MAGNESIUM) — MARKSANS PHARMA
fda
2026-05-20
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA213885: LENALIDOMIDE (LENALIDOMIDE) — EUGIA PHARMA
fda
2026-04-27
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA219408: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — SCIEGEN PHARMACEUTICALS INC
fda
2026-04-30
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA211535: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — CIPLA
fda
2026-04-06
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55
FDA ANDA077510: COLESTIPOL HYDROCHLORIDE (COLESTIPOL HYDROCHLORIDE) — IMPAX LABS
fda
2026-04-15
245_009
Breaking plastic-degradation technology could become a supplement that breaks microplastics in the gut before absorption
Peter Diamandis
Biotech/Longevity45%
0.55
FDA ANDA211491: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — SUN PHARM
fda
2026-05-21
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA218509: IVERMECTIN (IVERMECTIN) — AJANTA PHARMA LTD
fda
2026-04-07
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA NDA207318: NUPLAZID (PIMAVANSERIN TARTRATE) — ACADIA PHARMS INC
fda
2026-04-27
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA211132: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — INGENUS PHARMS LLC
fda
2026-05-05
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55
FDA ANDA220529: BUPROPION HYDROCHLORIDE (BUPROPION HYDROCHLORIDE) — YICHANG HUMANWELL
fda
2026-05-04
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA075327: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — ANI PHARMS
fda
2026-05-05
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA076958: LOSARTAN POTASSIUM (LOSARTAN POTASSIUM) — TEVA
fda
2026-05-07
SEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).
Jensen Huang
Manufacturing86%
0.55
FDA NDA219835: VEPPANU (VEPDEGESTRANT) — ARVINAS OPERATIONS
fda
2026-05-01
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA BLA761331: WEZLANA (USTEKINUMAB-AUUB) — AMGEN INC
fda
2026-05-12
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.55
FDA ANDA220717: ZOLPIDEM TARTRATE (ZOLPIDEM TARTRATE) — UMEDICA LABS PVT
fda
2026-05-12
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA220078: VORICONAZOLE (VORICONAZOLE) — ZHEJIANG NOVUS
fda
2026-05-05
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA077982: ALENDRONATE SODIUM (ALENDRONATE SODIUM) — APOTEX
fda
2026-05-07
245_009
Breaking plastic-degradation technology could become a supplement that breaks microplastics in the gut before absorption
Peter Diamandis
Biotech/Longevity45%
0.55
FDA ANDA216537: CARBIDOPA AND LEVODOPA (CARBIDOPA) — AUROBINDO PHARMA LTD
fda
2026-05-08
CMQ_009
Altman's claim of doctor-level AI diagnostic capability within 2-3 years is 'pure nonsense' — fails to account for medical communication, diagnostic uncertainty, and ethical complexity.
Demis Hassabis
AI60%
0.55
FDA BLA761449: TYENNE (TOCILIZUMAB-AAZG) — FRESENIUS KABI USA
fda
2026-05-20
FUT_019
Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i...
Multi-Forecaster Synthesis
Biotech/Longevity31%
0.55
FDA ANDA210454: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — EUGIA PHARMA
fda
2026-05-27
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA220366: LACOSAMIDE (LACOSAMIDE) — STERANCO HLTHCARE
fda
2026-05-21
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA220043: VORICONAZOLE (VORICONAZOLE) — HAINAN POLY PHARM
fda
2026-05-29
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA NDA209805: STEGLUJAN (ERTUGLIFLOZIN) — MSD SUB MERCK
fda
2026-06-03
SEM_026
Nvidia's next 'Rubin' product cycle is the most critical factor for semi industry in coming year — further integrates logic + HBM.
Joseph Moore
Semis/Products71%
0.55
FDA ANDA077802: OXCARBAZEPINE (OXCARBAZEPINE) — GLENMARK PHARMS LTD
fda
2026-05-28
CMQ_009
Altman's claim of doctor-level AI diagnostic capability within 2-3 years is 'pure nonsense' — fails to account for medical communication, diagnostic uncertainty, and ethical complexity.
Demis Hassabis
AI60%
0.55
FDA ANDA208047: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — DR REDDYS
fda
2026-06-01
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.55
FDA ANDA217085: ERIBULIN MESYLATE (ERIBULIN MESYLATE) — NATCO
fda
2026-06-01
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA070311: DIAZEPAM (DIAZEPAM) — HIKMA
fda
2026-06-01
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.55
FDA BLA761480: RANLUSPEC (RANIBIZUMAB-HKDZ) — LUPIN LIMITED
fda
2026-06-02
248_030
FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.
Dave Blundin
Geopolitics50%
0.55
FDA ANDA219604: DALBAVANCIN HYDROCHLORIDE (DALBAVANCIN HYDROCHLORIDE) — BE PHARMS
fda
2026-06-04
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA077345: SERTRALINE HYDROCHLORIDE (SERTRALINE HYDROCHLORIDE) — HERITAGE PHARMA AVET
fda
2026-06-03
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA213511: ELUXADOLINE (ELUXADOLINE) — AUROBINDO PHARMA
fda
2026-06-02
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA217734: PHYTONADIONE (PHYTONADIONE) — AMNEAL
fda
2026-06-01
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA NDA022231: TERLIVAZ (TERLIPRESSIN ACETATE) — MALLINCKRODT IRELAND
fda
2026-06-10
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA219865: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — HETERO LABS LTD VI
fda
2026-04-30
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA079099: LAMOTRIGINE (LAMOTRIGINE) — GLENMARK PHARMS LTD
fda
2026-04-17
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55
FDA ANDA204687: VALSARTAN AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — SCIEGEN PHARMS
fda
2026-04-23
INF_053
Valar Atomics "Nuclear Gigasite" model — clustering hundreds of identical High-Temperature Gas Reactors (HTGR) on a single remote heavily-regulated site — will emerge as the dominant deployment architecture for advanced fission, superseding scattered S...
Isaiah Taylor
Energy28%
0.55
FDA ANDA218740: CETRORELIX ACETATE (CETRORELIX ACETATE) — HUMANWELL
fda
2026-04-29
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA220269: NITROFURANTOIN (MONOHYDRATE/MACROCRYSTALS) (NITROFURANTOIN) — CREEKWOOD PHARMS
fda
2026-04-07
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55
FDA ANDA078947: LAMOTRIGINE (LAMOTRIGINE) — TORRENT PHARMS
fda
2026-04-10
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA218509: IVERMECTIN (IVERMECTIN) — AJANTA PHARMA LTD
fda
2026-04-07
AI_031
AGI will be defined by its ability to autonomously formulate novel scientific hypotheses — effectively solving '100 years of biology' in a fraction of the historical time required, via continuous hypothesis-generation and experimental iteration.
Demis Hassabis
Biotech/Longevity51%
0.55
FDA NDA021342: LEVO-T (LEVOTHYROXINE SODIUM) — CEDIPROF INC
fda
2026-05-04
INF_027
AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC.
Demis Hassabis
Biotech/Longevity38%
0.55
FDA ANDA218840: CALCIUM GLUCONATE (CALCIUM GLUCONATE) — CAPLIN
fda
2026-05-04
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55
FDA ANDA075435: GABAPENTIN (GABAPENTIN) — TEVA PHARMS
fda
2026-05-07
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%