Validations Queue

65,257 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 47 of 54, 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.

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Bulk action
SimDocSourcePredDomainPrior
0.56
FDA ANDA075211: ACYCLOVIR (ACYCLOVIR) — AUROBINDO PHARMA USA
fda
2026-06-05
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA213703: CANGRELOR (CANGRELOR) — MSN
fda
2026-06-04
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA219165: PROPRANOLOL HYDROCHLORIDE (PROPRANOLOL HYDROCHLORIDE) — PAI HOLDINGS
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%
0.56
FDA NDA206628: DEXMEDETOMIDINE HYDROCHLORIDE (DEXMEDETOMIDINE HYDROCHLORIDE) — HQ SPCLT PHARMA
fda
2026-05-01
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.56
FDA NDA216403: FILSPARI (SPARSENTAN) — TRAVERE
fda
2026-04-13
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA NDA021038: PRECEDEX (DEXMEDETOMIDINE HYDROCHLORIDE) — HOSPIRA
fda
2026-05-01
245_027
Colossal DNA synthesis delivery will reach 20x the largest prior delivery by end of 2026
Ben Lamm
Biotech/Longevity41%
0.56
FDA NDA021121: CONCERTA (METHYLPHENIDATE HYDROCHLORIDE) — JANSSEN PHARMS
fda
2026-04-10
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA NDA216964: IDVYNSO (DORAVIRINE) — MSD
fda
2026-04-20
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%
0.56
FDA ANDA211536: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — CIPLA LTD
fda
2026-04-06
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%
0.56
FDA ANDA220493: BUPIVACAINE HYDROCHLORIDE (BUPIVACAINE HYDROCHLORIDE) — ANTHEA PHARMA
fda
2026-04-22
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%
0.56
FDA ANDA220788: SODIUM BICARBONATE (SODIUM BICARBONATE) — ASPIRO
fda
2026-04-15
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA BLA761412: LANGLARA (INSULIN GLARGINE-ALDY) — SUNSHINE LAKE PHARMA CO LTD
fda
2026-04-29
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.56
FDA ANDA211533: DAPAGLIFLOZIN AND SAXAGLIPTIN HYDROCHLORIDE (DAPAGLIFLOZIN) — MSN
fda
2026-04-06
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%
0.56
FDA ANDA211545: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — ALKEM LABS LTD
fda
2026-04-06
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%
0.56
FDA ANDA212963: LEUPROLIDE ACETATE (LEUPROLIDE ACETATE) — EUGIA PHARMA
fda
2026-05-06
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.56
FDA ANDA212597: PIRFENIDONE (PIRFENIDONE) — AUROBINDO PHARMA
fda
2026-04-20
247_029
OpenAI Foundation's cure for Alzheimer's could spawn a trillion-dollar pharma company
Alex Wissner-Gross
Biotech/Longevity38%
0.56
FDA ANDA218509: IVERMECTIN (IVERMECTIN) — AJANTA PHARMA LTD
fda
2026-04-07
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA211579: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — LUPIN
fda
2026-04-06
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%
0.56
FDA ANDA211582: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — ZYDUS PHARMS
fda
2026-04-06
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%
0.56
FDA ANDA216992: DEFLAZACORT (DEFLAZACORT) — UPSHER SMITH LABS
fda
2026-04-09
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%
0.56
FDA NDA020785: THALOMID (THALIDOMIDE) — BRISTOL-MYERS
fda
2026-04-27
CMQ_035
HBM4 16-layer stack design (required for Vera Rubin) places unprecedented yield and capacity strain on global memory fabrication facilities.
Jensen Huang / Morgan Stanley
Semis/Memory68%
0.56
FDA NDA219008: LAZCLUZE (LAZERTINIB MESYLATE) — JANSSEN BIOTECH
fda
2026-04-30
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA219941: MIRABEGRON (MIRABEGRON) — DEVA HOLDING AS
fda
2026-05-01
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%
0.56
FDA ANDA075327: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — ANI PHARMS
fda
2026-05-05
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA BLA761053: OCREVUS (OCRELIZUMAB) — GENENTECH INC
fda
2026-05-08
IND_012
NVIDIA BioNeMo platform + Evo 2 model fundamentally compresses a century of biology into a decade — Evo 2 achieves 90% accuracy in BRCA1 predictions; AI models will seamlessly transition generated biological designs into practical, synthesized clinical...
Jensen Huang
Biotech/Longevity68%
0.56
FDA ANDA205807: GABAPENTIN (GABAPENTIN) — TEVA PHARMS USA
fda
2026-05-01
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%
0.56
FDA ANDA218558: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — MICRO LABS
fda
2026-05-07
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%
0.56
FDA ANDA218093: FLECAINIDE ACETATE (FLECAINIDE ACETATE) — OMSAV PHARMA
fda
2026-04-22
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA215971: DEUTETRABENAZINE (DEUTETRABENAZINE) — AUROBINDO PHARMA LTD
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%
0.56
FDA ANDA063065: MINOCYCLINE HYDROCHLORIDE (MINOCYCLINE HYDROCHLORIDE) — WATSON LABS
fda
2026-05-12
245_031
99% of synthetic biology focus will remain on human healthcare; similar tech applies more broadly
Ben Lamm
Biotech/Longevity41%
0.56
FDA ANDA211135: RIOCIGUAT (RIOCIGUAT) — MSN
fda
2026-05-08
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.56
FDA ANDA077982: ALENDRONATE SODIUM (ALENDRONATE SODIUM) — APOTEX
fda
2026-05-07
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.56
FDA ANDA219750: L-GLUTAMINE (L-GLUTAMINE) — STIRA
fda
2026-05-14
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%
0.56
FDA ANDA211015: VERAPAMIL HYDROCHLORIDE (VERAPAMIL HYDROCHLORIDE) — SOMERSET THERAPS LLC
fda
2026-05-20
CMQ_035
HBM4 16-layer stack design (required for Vera Rubin) places unprecedented yield and capacity strain on global memory fabrication facilities.
Jensen Huang / Morgan Stanley
Semis/Memory68%
0.56
FDA ANDA220041: TOPIRAMATE (TOPIRAMATE) — RICONPHARMA LLC
fda
2026-05-26
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%
0.56
FDA ANDA208433: LINAGLIPTIN (LINAGLIPTIN) — TEVA PHARMS USA
fda
2026-05-27
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.56
FDA ANDA215411: SITAGLIPTIN AND METFORMIN HYDROCHLORIDE (SITAGLIPTIN, METFORMIN HYDROCHLORIDE) — INVENTIA HEALTHCARE LIMITED
fda
2026-05-07
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA BLA761108: ULTOMIRIS (RAVULIZUMAB-CWVZ) — ALEXION PHARM
fda
2026-06-01
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%
0.56
FDA ANDA213343: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — ACCORD HLTHCARE
fda
2026-05-27
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA217482: CARBIDOPA AND LEVODOPA (CARBIDOPA) — RUBICON RESEARCH
fda
2026-05-28
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%
0.56
FDA ANDA219604: DALBAVANCIN HYDROCHLORIDE (DALBAVANCIN HYDROCHLORIDE) — BE PHARMS
fda
2026-06-04
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.56
FDA NDA050671: VANCOMYCIN HYDROCHLORIDE IN PLASTIC CONTAINER (VANCOMYCIN HYDROCHLORIDE) — BAXTER HLTHCARE
fda
2026-06-09
245_010
Breaking will pursue a human-body microplastic solution (supplement) in addition to environmental plastic degradation
Ben Lamm
Biotech/Longevity41%
0.56
FDA ANDA220033: ELTROMBOPAG OLAMINE (ELTROMBOPAG OLAMINE) — ZENARA
fda
2026-04-08
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.56
FDA ANDA211479: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — MSN
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%
0.56
FDA ANDA211563: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — ALKEM LABS LTD
fda
2026-04-06
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA219755: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN, METFORMIN HYDROCHLORIDE) — INVENTIA HEALTHCARE LIMITED
fda
2026-04-09
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA072734: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — HIKMA
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%
0.56
FDA ANDA072735: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — HIKMA
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%
0.56
FDA ANDA072736: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — HIKMA
fda
2026-05-05
CMQ_037
Samsung will grow global HBM market share from 20% to 28% by securing majority of orders for Vera Rubin-exclusive HBM4.
Morgan Stanley
Semis/Memory24%
0.56
FDA ANDA203103: PROPRANOLOL HYDROCHLORIDE (PROPRANOLOL HYDROCHLORIDE) — IPCA LABS LTD
fda
2026-05-01
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%