Validations Queue

64,690 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 35 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
0.57
FDA ANDA206228: ARSENIC TRIOXIDE (ARSENIC TRIOXIDE) — ZYDUS PHARMS
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%
0.57
FDA ANDA214470: HALOPERIDOL (HALOPERIDOL) — ALEMBIC
fda
2026-06-04
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%
0.57
FDA ANDA219552: PEMIGATINIB (PEMIGATINIB) — SANDOZ INC
fda
2026-06-01
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%
0.57
FDA ANDA215552: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — YAOPHARMA CO LTD
fda
2026-06-09
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%
0.57
FDA ANDA207825: DOXYLAMINE SUCCINATE AND PYRIDOXINE HYDROCHLORIDE (DOXYLAMINE SUCCINATE) — PHARMOBEDIENT
fda
2026-06-10
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%
0.57
FDA ANDA219830: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — ORIENT PHARMA
fda
2026-06-09
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%
0.57
FDA BLA761306: EBGLYSS (LEBRIKIZUMAB-LBKZ) — ELI LILLY AND CO
fda
2026-06-09
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA202693: ACETAZOLAMIDE SODIUM (ACETAZOLAMIDE SODIUM) — AVET LIFESCIENCES
fda
2026-06-05
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.57
FDA ANDA079099: LAMOTRIGINE (LAMOTRIGINE) — GLENMARK PHARMS LTD
fda
2026-04-17
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%
0.57
FDA NDA022063: MYDAYIS (AMPHETAMINE ASPARTATE) — TAKEDA PHARMS USA
fda
2026-04-23
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.57
FDA ANDA219897: PIMOZIDE (PIMOZIDE) — NOVITIUM PHARMA
fda
2026-04-13
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA213093: ANDA213093 ((unspecified)) — QILU PHARM CO LTD
fda
2026-04-29
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%
0.57
FDA ANDA213093: ANDA213093 ((unspecified)) — QILU PHARM CO LTD
fda
2026-04-29
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA206252: QUETIAPINE FUMARATE (QUETIAPINE FUMARATE) — ACCORD HLTHCARE
fda
2026-04-22
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA215575: ANDA215575 ((unspecified)) — QILU PHARM HAINAN
fda
2026-04-15
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%
0.57
FDA ANDA217772: FOSFOMYCIN TROMETHAMINE (FOSFOMYCIN TROMETHAMINE) — AUCTA
fda
2026-04-09
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.57
FDA ANDA220221: VERICIGUAT (VERICIGUAT) — TORRENT PHARMACEUTICALS LTD
fda
2026-04-20
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%
0.57
FDA NDA018900: METRO I.V. IN PLASTIC CONTAINER (METRONIDAZOLE) — B BRAUN
fda
2026-04-23
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%
0.57
FDA ANDA220264: VERICIGUAT (VERICIGUAT) — CHANGZHOU PHARMACEUTICAL FACTORY
fda
2026-04-08
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA220269: NITROFURANTOIN (MONOHYDRATE/MACROCRYSTALS) (NITROFURANTOIN) — CREEKWOOD PHARMS
fda
2026-04-07
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.57
FDA NDA204026: POMALYST (POMALIDOMIDE) — BRISTOL
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%
0.57
FDA ANDA217554: LENALIDOMIDE (LENALIDOMIDE) — DEVA HOLDING AS
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%
0.57
FDA ANDA210154: LENALIDOMIDE (LENALIDOMIDE) — ZYDUS PHARMS
fda
2026-04-27
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%
0.57
FDA NDA214120: ONUREG (AZACITIDINE) — BRISTOL
fda
2026-04-09
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%
0.57
FDA ANDA219593: PREGABALIN (PREGABALIN) — UNICHEM
fda
2026-04-30
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%
0.57
FDA BLA761044: STELARA (USTEKINUMAB) — JANSSEN BIOTECH
fda
2026-04-15
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%
0.57
FDA BLA761467: KEYTRUDA QLEX (PEMBROLIZUMAB) — MERCK SHARP DOHME
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%
0.57
FDA BLA761467: KEYTRUDA QLEX (PEMBROLIZUMAB) — MERCK SHARP DOHME
fda
2026-05-12
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%
0.57
FDA ANDA060469: TETRACYCLINE HYDROCHLORIDE (TETRACYCLINE HYDROCHLORIDE) — IMPAX LABS
fda
2026-04-17
245_010
Breaking will pursue a human-body microplastic solution (supplement) in addition to environmental plastic degradation
Ben Lamm
Biotech/Longevity41%
0.57
FDA BLA761053: OCREVUS (OCRELIZUMAB) — GENENTECH INC
fda
2026-05-08
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.57
FDA BLA761053: OCREVUS (OCRELIZUMAB) — GENENTECH INC
fda
2026-05-08
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA071198: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — BARR
fda
2026-05-05
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA BLA761032: SILIQ (BRODALUMAB) — VALEANT LUXEMBOURG
fda
2026-05-07
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.57
FDA BLA761032: SILIQ (BRODALUMAB) — VALEANT LUXEMBOURG
fda
2026-05-07
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%
0.57
FDA ANDA215826: LEUPROLIDE ACETATE (LEUPROLIDE ACETATE) — ZYDUS PHARMS
fda
2026-05-06
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%
0.57
FDA NDA205422: REXULTI (BREXPIPRAZOLE) — OTSUKA
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%
0.57
FDA NDA022433: BRILINTA (TICAGRELOR) — ASTRAZENECA
fda
2026-05-07
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.57
FDA ANDA218148: ATROPINE SULFATE (ATROPINE SULFATE) — MANKIND PHARMA
fda
2026-05-07
240_056
Anthropic enterprise market share to continue growing (went from 40% to 73% in 3 months)
Peter Diamandis
AI54%
0.57
FDA ANDA215260: SUGAMMADEX (SUGAMMADEX) — TAMARANG SA
fda
2026-05-12
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%
0.57
FDA BLA761347: TECENTRIQ HYBREZA (ATEZOLIZUMAB AND HYALURONIDASE-TQJS) — 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%
0.57
FDA NDA021731: ELIGARD KIT (LEUPROLIDE ACETATE) — TOLMAR
fda
2026-05-06
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA212068: VASOPRESSIN (VASOPRESSIN) — SANDOZ
fda
2026-05-06
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity36%
0.57
FDA ANDA210689: FOSAPREPITANT DIMEGLUMINE (FOSAPREPITANT DIMEGLUMINE) — LUPIN
fda
2026-04-30
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.57
FDA ANDA212682: NEBIVOLOL HYDROCHLORIDE (NEBIVOLOL HYDROCHLORIDE) — PRINSTON INC
fda
2026-05-20
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%
0.57
FDA NDA022561: MAVENCLAD (CLADRIBINE) — EMD SERONO INC
fda
2026-05-14
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.57
FDA BLA761394: DATROWAY (DATOPOTAMAB DERUXTECAN-DLNK) — DAIICHI SANKYO 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%
0.57
FDA ANDA210215: AMANTADINE HYDROCHLORIDE (AMANTADINE HYDROCHLORIDE) — POM PHARMA
fda
2026-05-13
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA NDA217186: CREXONT (CARBIDOPA) — IMPAX
fda
2026-05-15
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%
0.57
FDA ANDA062801: CLINDAMYCIN PHOSPHATE (CLINDAMYCIN PHOSPHATE) — ALMAJECT
fda
2026-05-28
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%
0.57
FDA NDA202293: FARXIGA (DAPAGLIFLOZIN) — ASTRAZENECA AB
fda
2026-06-03
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%