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 54 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 NDA211243: SPRAVATO (ESKETAMINE HYDROCHLORIDE) — JANSSEN PHARMS
fda
2026-04-13
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 ANDA206387: ALENDRONATE SODIUM (ALENDRONATE SODIUM) — IPCA LABS LTD
fda
2026-04-15
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 ANDA078324: ESTRADIOL AND NORETHINDRONE ACETATE (ESTRADIOL) — BRECKENRIDGE PHARM
fda
2026-04-21
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 ANDA214055: SELEXIPAG (SELEXIPAG) — RK PHARMA
fda
2026-04-16
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 NDA021342: LEVO-T (LEVOTHYROXINE SODIUM) — CEDIPROF INC
fda
2026-05-04
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 ANDA219941: MIRABEGRON (MIRABEGRON) — DEVA HOLDING AS
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%
0.55
FDA BLA761184: NGENLA (SOMATROGON-GHLA) — PFIZER IRELAND PHARMACEUTICALS
fda
2026-04-29
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 ANDA213603: GABAPENTIN (GABAPENTIN) — ZHEJIANG YONGTAI
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 ANDA217191: HYDROCORTISONE SODIUM SUCCINATE (HYDROCORTISONE SODIUM SUCCINATE) — ZYDUS PHARMS
fda
2026-05-07
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.55
FDA ANDA204982: PHENTERMINE HYDROCHLORIDE AND TOPIRAMATE (PHENTERMINE HYDROCHLORIDE) — ACTAVIS LABS FL INC
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 NDA208510: VYVANSE (LISDEXAMFETAMINE DIMESYLATE) — TAKEDA PHARMS USA
fda
2026-04-23
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 ANDA075710: ALENDRONATE SODIUM (ALENDRONATE SODIUM) — IMPAX LABS INC
fda
2026-04-23
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 NDA206829: ZERBAXA (CEFTOLOZANE SULFATE) — CUBIST PHARMS LLC
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
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 BLA103792: HERCEPTIN (TRASTUZUMAB) — GENENTECH
fda
2026-05-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA212371: EMPAGLIFLOZIN (EMPAGLIFLOZIN) — AUROBINDO PHARMA LIMITED
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 ANDA220299: ISOPROTERENOL HYDROCHLORIDE (ISOPROTERENOL HYDROCHLORIDE) — ASPIRO
fda
2026-05-18
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
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 ANDA220465: ANDA220465 ((unspecified)) — SANDOZ 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%
0.55
FDA ANDA219099: ROMIDEPSIN (ROMIDEPSIN) — AMNEAL
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 ANDA211187: MACITENTAN (MACITENTAN) — TEVA PHARMS USA INC
fda
2026-06-08
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%
0.55
FDA ANDA217734: PHYTONADIONE (PHYTONADIONE) — AMNEAL
fda
2026-06-01
247_041
AI-powered drugs have 85% phase 1 success vs 52% traditional
Peter Diamandis
Biotech/Longevity55%
0.55
FDA NDA022434: ARGATROBAN IN SODIUM CHLORIDE (ARGATROBAN) — CIPLA
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 ANDA215230: BRIMONIDINE TARTRATE AND TIMOLOL MALEATE (BRIMONIDINE TARTRATE) — ALEMBIC
fda
2026-06-11
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%
0.55
FDA ANDA210249: POMALIDOMIDE (POMALIDOMIDE) — EUGIA PHARMA
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 NDA206628: DEXMEDETOMIDINE HYDROCHLORIDE (DEXMEDETOMIDINE HYDROCHLORIDE) — HQ SPCLT PHARMA
fda
2026-05-01
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA204687: VALSARTAN AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — SCIEGEN PHARMS
fda
2026-04-23
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 ANDA090124: ALENDRONATE SODIUM (ALENDRONATE SODIUM) — AUROBINDO PHARMA
fda
2026-04-15
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 NDA021121: CONCERTA (METHYLPHENIDATE HYDROCHLORIDE) — JANSSEN PHARMS
fda
2026-04-10
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 ANDA210386: CANAGLIFLOZIN (CANAGLIFLOZIN) — AUROBINDO PHARMA LTD
fda
2026-04-20
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 ANDA075388: BUSPIRONE HYDROCHLORIDE (BUSPIRONE HYDROCHLORIDE) — OXFORD PHARMS
fda
2026-04-15
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%
0.55
FDA NDA020944: CHILDREN'S ADVIL (IBUPROFEN) — HALEON US HOLDINGS
fda
2026-05-01
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%
0.55
FDA ANDA220314: SEMAGLUTIDE (SEMAGLUTIDE) — APOTEX INC
fda
2026-04-07
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%
0.55
FDA ANDA204072: METHYLPREDNISOLONE (METHYLPREDNISOLONE) — TIANJIN TIANYAO
fda
2026-04-10
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 NDA021342: LEVO-T (LEVOTHYROXINE SODIUM) — CEDIPROF INC
fda
2026-05-04
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 ANDA074544: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — EPIC PHARMA LLC
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%
0.55
FDA ANDA218840: CALCIUM GLUCONATE (CALCIUM GLUCONATE) — CAPLIN
fda
2026-05-04
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%
0.55
FDA ANDA091037: VALPROIC ACID (VALPROIC ACID) — SUN PHARM INDS LTD
fda
2026-05-05
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 ANDA215276: NICOTINE POLACRILEX (NICOTINE POLACRILEX) — DR REDDYS LABS SA
fda
2026-05-12
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 ANDA220679: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — CENTAUR PHARMACEUTICALS PRIVATE LIMITED
fda
2026-05-06
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA220679: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — CENTAUR PHARMACEUTICALS PRIVATE LIMITED
fda
2026-05-06
SEM_028
Main characters for semi institutional portfolios: Nvidia, Broadcom, and high-growth connectivity firms like Astera Labs.
Joseph Moore
Capital Markets61%
0.55
FDA ANDA217761: SPIRONOLACTONE (SPIRONOLACTONE) — ANNORA PHARMA
fda
2026-05-12
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 ANDA217432: FAMOTIDINE (FAMOTIDINE) — LUPIN
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%
0.55
FDA ANDA218691: CEFIXIME (CEFIXIME) — FDC LTD
fda
2026-05-14
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 ANDA216988: CLONAZEPAM (CLONAZEPAM) — RUBICON RESEARCH
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 ANDA208045: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — AUROBINDO PHARMA 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%
0.55
FDA ANDA219346: ANDA219346 ((unspecified)) — SANDOZ INC
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%
0.55
FDA ANDA220465: ANDA220465 ((unspecified)) — SANDOZ INC
fda
2026-05-22
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 ANDA220709: DEFLAZACORT (DEFLAZACORT) — CARNEGIE
fda
2026-05-28
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 NDA021980: FLUORESCITE (FLUORESCEIN SODIUM) — ALCON LABS INC
fda
2026-06-10
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%