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 43 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.

Source0 selected · 0 visible
Bulk action
SimDocSourcePredDomainPrior
0.56
FDA ANDA210672: MULTIPLE VITAMINS INJECTION ADULT (ALPHA-TOCOPHEROL ACETATE) — APOTEX
fda
2026-04-09
245_031
99% of synthetic biology focus will remain on human healthcare; similar tech applies more broadly
Ben Lamm
Biotech/Longevity41%
0.56
FDA ANDA205071: MILNACIPRAN HYDROCHLORIDE (MILNACIPRAN HYDROCHLORIDE) — BRECKENRIDGE
fda
2026-04-14
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA220046: FLUORESCEIN SODIUM (FLUORESCEIN SODIUM) — BPI LABS
fda
2026-04-30
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.56
FDA ANDA073484: VALPROIC ACID (VALPROIC ACID) — BIONPHARMA
fda
2026-04-08
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 NDA217388: WAINUA (AUTOINJECTOR) (EPLONTERSEN SODIUM) — ASTRAZENECA AB
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 ANDA205571: CARBAMAZEPINE (CARBAMAZEPINE) — ZYDUS PHARMS
fda
2026-04-29
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA205571: CARBAMAZEPINE (CARBAMAZEPINE) — ZYDUS PHARMS
fda
2026-04-29
248_029
Regime change at the FDA is not beyond the realm of reason.
Alex Wissner-Gross
Biotech/Longevity35%
0.56
FDA ANDA211535: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — CIPLA
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 ANDA210111: POMALIDOMIDE (POMALIDOMIDE) — BRECKENRIDGE
fda
2026-04-27
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 ANDA211489: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN, METFORMIN HYDROCHLORIDE) — AUROBINDO PHARMA
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 ANDA219540: GLYCEROL PHENYLBUTYRATE (GLYCEROL PHENYLBUTYRATE) — MSN
fda
2026-04-15
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 ANDA211523: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — AIZANT
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 ANDA212212: BUDESONIDE AND FORMOTEROL FUMARATE DIHYDRATE (BUDESONIDE) — TEVA PHARMS USA INC
fda
2026-04-23
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.56
FDA ANDA211531: DAPAGLIFLOZIN (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 ANDA091291: LEVETIRACETAM (LEVETIRACETAM) — CHARTWELL RX
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 ANDA212963: LEUPROLIDE ACETATE (LEUPROLIDE ACETATE) — EUGIA PHARMA
fda
2026-05-06
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.56
FDA BLA761059: HADLIMA (ADALIMUMAB-BWWD) — SAMSUNG BIOEPIS CO LTD
fda
2026-04-29
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 NDA207318: NUPLAZID (PIMAVANSERIN TARTRATE) — ACADIA PHARMS INC
fda
2026-04-27
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 NDA020785: THALOMID (THALIDOMIDE) — BRISTOL-MYERS
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%
0.56
FDA NDA019726: ZOLADEX (GOSERELIN ACETATE) — TERSERA
fda
2026-05-06
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA213603: GABAPENTIN (GABAPENTIN) — ZHEJIANG YONGTAI
fda
2026-05-01
241_037
Chinese AI strategy will stay open source / open weights
Eric Schmidt
AI49%
0.56
FDA ANDA071199: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — BARR
fda
2026-05-05
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 NDA019010: LUPRON (LEUPROLIDE ACETATE) — ABBVIE ENDOCRINE INC
fda
2026-05-06
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA076958: LOSARTAN POTASSIUM (LOSARTAN POTASSIUM) — TEVA
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%
0.56
FDA NDA021343: ELIGARD KIT (LEUPROLIDE ACETATE) — TOLMAR
fda
2026-05-06
247_029
OpenAI Foundation's cure for Alzheimer's could spawn a trillion-dollar pharma company
Alex Wissner-Gross
Biotech/Longevity38%
0.56
FDA NDA016730: DEXTROSE 5% IN PLASTIC CONTAINER (DEXTROSE) — B BRAUN
fda
2026-05-12
245_027
Colossal DNA synthesis delivery will reach 20x the largest prior delivery by end of 2026
Ben Lamm
Biotech/Longevity41%
0.56
FDA ANDA078625: LAMOTRIGINE (LAMOTRIGINE) — RUBICON RESEARCH
fda
2026-05-12
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 BLA761347: TECENTRIQ HYBREZA (ATEZOLIZUMAB AND HYALURONIDASE-TQJS) — GENENTECH INC
fda
2026-05-15
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 BLA761034: TECENTRIQ (ATEZOLIZUMAB) — GENENTECH INC
fda
2026-05-15
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.56
FDA BLA761147: ENNUMO (PEGFILGRASTIM-PCCG) — ACCORD BIOPHARMA INC.
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%
0.56
FDA BLA125554: OPDIVO (NIVOLUMAB) — BRISTOL MYERS SQUIBB
fda
2026-05-12
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 ANDA089534: SPIRONOLACTONE AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — SUN PHARM INDUSTRIES
fda
2026-05-12
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA218662: UBROGEPANT (UBROGEPANT) — ZYDUS PHARMACEUTICALS (USA) INC.
fda
2026-05-14
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%
0.56
FDA ANDA210689: FOSAPREPITANT DIMEGLUMINE (FOSAPREPITANT DIMEGLUMINE) — LUPIN
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%
0.56
FDA ANDA218214: ESTRADIOL (ESTRADIOL) — ENCUBE
fda
2026-05-11
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 ANDA218214: ESTRADIOL (ESTRADIOL) — ENCUBE
fda
2026-05-11
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 ANDA219722: L-GLUTAMINE (L-GLUTAMINE) — ANNORA PHARMA
fda
2026-05-26
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.56
FDA ANDA078480: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — APOTEX
fda
2026-05-20
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA077615: DIVALPROEX SODIUM (DIVALPROEX SODIUM) — APOTEX
fda
2026-05-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA219869: LOSARTAN POTASSIUM AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — HETERO LABS LTD V
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%
0.56
FDA ANDA216910: GLYCOPYRROLATE (GLYCOPYRROLATE) — QUAGEN
fda
2026-05-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA208002: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — AMNEAL PHARMS CO
fda
2026-05-19
247_041
AI-powered drugs have 85% phase 1 success vs 52% traditional
Peter Diamandis
Biotech/Longevity55%
0.56
FDA NDA203049: ARGATROBAN (ARGATROBAN) — HIKMA PHARM CO LTD
fda
2026-05-15
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 NDA212102: FINTEPLA (FENFLURAMINE HYDROCHLORIDE) — UCB INC
fda
2026-05-22
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 NDA212102: FINTEPLA (FENFLURAMINE HYDROCHLORIDE) — UCB INC
fda
2026-05-22
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 NDA212927: TIOCYSTIN (TIOPRONIN) — CASPER PHARMA LLC
fda
2026-06-02
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 ANDA208047: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — DR REDDYS
fda
2026-06-01
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 NDA220787: ZAYNICH (ZIDEBACTAM AND CEFEPIME) — WOCKHARDT BIO AG
fda
2026-05-29
TK13
Biotech/Synbio Safety Event
15%
0.56
FDA ANDA218566: MYCOPHENOLATE MOFETIL (MYCOPHENOLATE MOFETIL) — CONCORD BIOTECH LTD
fda
2026-06-01
235_038
David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.
Peter Diamandis
Biotech/Longevity74%
0.56
FDA ANDA208175: PHENTERMINE HYDROCHLORIDE AND TOPIRAMATE (PHENTERMINE HYDROCHLORIDE) — DR REDDYS LABS SA
fda
2026-05-29
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%