Validations Queue

108,318 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 16 of 22, 200 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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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 ANDA091308: IMIQUIMOD (IMIQUIMOD) — APOTEX INC
fda
2026-06-24
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57
FDA ANDA202970: LEVONORGESTREL AND ETHINYL ESTRADIOL (ETHINYL ESTRADIOL) — XIROMED
fda
2026-06-25
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57
FDA ANDA087463: OXYCET (ACETAMINOPHEN) — SPECGX LLC
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA NDA050138: BICILLIN C-R (PENICILLIN G BENZATHINE) — KING PHARMS LLC
fda
2026-06-25
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57
FDA NDA206769: ARGATROBAN IN 0.9% SODIUM CHLORIDE (ARGATROBAN) — TEVA PHARMS USA
fda
2026-06-26
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 ANDA040171: OXYCODONE AND ACETAMINOPHEN (ACETAMINOPHEN) — WATSON LABS
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA219865: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — HETERO LABS LTD VI
fda
2026-04-30
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA219897: PIMOZIDE (PIMOZIDE) — NOVITIUM PHARMA
fda
2026-04-13
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA210275: POMALIDOMIDE (POMALIDOMIDE) — MYLAN
fda
2026-04-27
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 NDA021366: CRESTOR (ROSUVASTATIN CALCIUM) — ASTRAZENECA
fda
2026-04-29
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%
0.57
FDA ANDA213885: LENALIDOMIDE (LENALIDOMIDE) — EUGIA PHARMA
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%
0.57
FDA ANDA210671: MULTIPLE VITAMINS INJECTION PEDIATRIC (ASCORBIC ACID) — APOTEX
fda
2026-04-21
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 ANDA217772: FOSFOMYCIN TROMETHAMINE (FOSFOMYCIN TROMETHAMINE) — AUCTA
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%
0.57
FDA ANDA205105: METHYLPHENIDATE HYDROCHLORIDE (METHYLPHENIDATE HYDROCHLORIDE) — IMPAX LABS INC
fda
2026-04-21
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA076780: ONDANSETRON HYDROCHLORIDE PRESERVATIVE FREE (ONDANSETRON HYDROCHLORIDE) — HIKMA FARMACEUTICA
fda
2026-04-08
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA NDA217388: WAINUA (AUTOINJECTOR) (EPLONTERSEN SODIUM) — ASTRAZENECA AB
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%
0.57
FDA NDA216964: IDVYNSO (DORAVIRINE) — MSD
fda
2026-04-20
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 ANDA215336: LEUPROLIDE ACETATE (LEUPROLIDE ACETATE) — AMNEAL
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 ANDA218897: VALSARTAN (VALSARTAN) — LAURUS
fda
2026-04-21
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 ANDA211489: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN, METFORMIN HYDROCHLORIDE) — AUROBINDO PHARMA
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%
0.57
FDA ANDA211846: LENALIDOMIDE (LENALIDOMIDE) — SUN PHARM
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
Semis83%
0.57
FDA BLA761044: STELARA (USTEKINUMAB) — JANSSEN BIOTECH
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%
0.57
FDA ANDA205772: CALCIPOTRIENE (CALCIPOTRIENE) — GLENMARK SPECLT
fda
2026-04-17
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA083158: LIDOCAINE HYDROCHLORIDE 0.4% IN DEXTROSE 5% (LIDOCAINE HYDROCHLORIDE) — HOSPIRA
fda
2026-04-10
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57
FDA NDA020944: CHILDREN'S ADVIL (IBUPROFEN) — HALEON US HOLDINGS
fda
2026-05-01
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA207694: GLYCEROL PHENYLBUTYRATE (GLYCEROL PHENYLBUTYRATE) — LUPIN
fda
2026-04-30
245_009
Breaking plastic-degradation technology could become a supplement that breaks microplastics in the gut before absorption
Peter Diamandis
Biotech/Longevity45%
0.57
FDA ANDA218341: OXCARBAZEPINE (OXCARBAZEPINE) — UMEDICA LABS PVT
fda
2026-04-29
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA219473: CENOBAMATE (CENOBAMATE) — AUROBINDO PHARMA LIMITED
fda
2026-04-28
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA218872: LENALIDOMIDE (LENALIDOMIDE) — ACCORD HLTHCARE
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 ANDA078885: LEUPROLIDE ACETATE (LEUPROLIDE ACETATE) — SUN PHARM
fda
2026-05-06
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 ANDA072733: 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%
0.57
FDA ANDA215260: SUGAMMADEX (SUGAMMADEX) — TAMARANG SA
fda
2026-05-12
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/Memory20%
0.57
FDA BLA761285: WEZLANA (USTEKINUMAB-AUUB) — AMGEN INC
fda
2026-05-12
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/Products62%
0.57
FDA ANDA078625: LAMOTRIGINE (LAMOTRIGINE) — RUBICON RESEARCH
fda
2026-05-12
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 BLA761331: WEZLANA (USTEKINUMAB-AUUB) — AMGEN INC
fda
2026-05-12
232_036
AI drug deployment is very hard to launch in US due to human trials; easy in UAE.
Ben Horowitz
Biotech/Longevity46%
0.57
FDA BLA761034: TECENTRIQ (ATEZOLIZUMAB) — GENENTECH INC
fda
2026-05-15
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 NDA210308: YONSA (ABIRATERONE ACETATE) — SUN PHARM
fda
2026-05-13
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 ANDA075471: LEUPROLIDE ACETATE (LEUPROLIDE ACETATE) — MEITHEAL
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 ANDA205564: LEVOCETIRIZINE DIHYDROCHLORIDE (LEVOCETIRIZINE DIHYDROCHLORIDE) — MACLEODS PHARMS LTD
fda
2026-05-14
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA078479: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — APOTEX
fda
2026-05-20
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 ANDA078479: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — APOTEX
fda
2026-05-20
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 ANDA212682: NEBIVOLOL HYDROCHLORIDE (NEBIVOLOL HYDROCHLORIDE) — PRINSTON INC
fda
2026-05-20
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57
FDA ANDA212371: EMPAGLIFLOZIN (EMPAGLIFLOZIN) — AUROBINDO PHARMA LIMITED
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%
0.57
FDA ANDA219869: LOSARTAN POTASSIUM AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — HETERO LABS LTD V
fda
2026-05-27
247_041
AI-powered drugs have 85% phase 1 success vs 52% traditional
Peter Diamandis
Biotech/Longevity55%
0.57
FDA NDA022561: MAVENCLAD (CLADRIBINE) — EMD SERONO INC
fda
2026-05-14
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 ANDA220366: LACOSAMIDE (LACOSAMIDE) — STERANCO HLTHCARE
fda
2026-05-21
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA040054: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — HIKMA
fda
2026-05-27
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA220437: TIVOZANIB (TIVOZANIB) — SANDOZ INC
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%
0.57
FDA NDA219423: WIDAPLIK (AMLODIPINE BESYLATE) — AZURITY
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%
0.57
FDA NDA208400: XATMEP (METHOTREXATE SODIUM) — AZURITY
fda
2026-05-27
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.57
FDA NDA202293: FARXIGA (DAPAGLIFLOZIN) — ASTRAZENECA AB
fda
2026-06-03
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57
FDA BLA761460: DECNUPAZ (PIVEKIMAB SUNIRINE-PVZY) — ABBVIE INC
fda
2026-05-27
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA077345: SERTRALINE HYDROCHLORIDE (SERTRALINE HYDROCHLORIDE) — HERITAGE PHARMA AVET
fda
2026-06-03
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57
FDA ANDA204237: RABEPRAZOLE SODIUM (RABEPRAZOLE SODIUM) — RUBICON RESEARCH
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%
0.57
FDA ANDA077083: LEFLUNOMIDE (LEFLUNOMIDE) — BARR
fda
2026-06-02
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.57
FDA NDA214373: BRENZAVVY (BEXAGLIFLOZIN) — THERACOSBIO
fda
2026-06-03
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 ANDA203125: METHYLPREDNISOLONE SODIUM SUCCINATE (METHYLPREDNISOLONE SODIUM SUCCINATE) — HIKMA
fda
2026-06-11
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA202593: CAPECITABINE (CAPECITABINE) — ACCORD HLTHCARE
fda
2026-06-09
247_041
AI-powered drugs have 85% phase 1 success vs 52% traditional
Peter Diamandis
Biotech/Longevity55%
0.57
FDA ANDA202691: METHYLPREDNISOLONE SODIUM SUCCINATE (METHYLPREDNISOLONE SODIUM SUCCINATE) — HIKMA
fda
2026-06-11
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA087393: METHADONE HYDROCHLORIDE (METHADONE HYDROCHLORIDE) — HIKMA
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA214590: TRETINOIN (TRETINOIN) — ALEMBIC
fda
2026-06-11
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 ANDA218722: SOLRIAMFETOL HYDROCHLORIDE (SOLRIAMFETOL HYDROCHLORIDE) — ALKEM LABS LTD
fda
2026-06-17
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA218722: SOLRIAMFETOL HYDROCHLORIDE (SOLRIAMFETOL HYDROCHLORIDE) — ALKEM LABS LTD
fda
2026-06-17
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 ANDA209385: OXYCODONE AND ACETAMINOPHEN (ACETAMINOPHEN) — ELITE LABS INC
fda
2026-06-18
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 ANDA040203: OXYCODONE AND ACETAMINOPHEN (ACETAMINOPHEN) — ACTAVIS ELIZABETH
fda
2026-06-18
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 ANDA078316: OXYCODONE HYDROCHLORIDE AND IBUPROFEN (IBUPROFEN) — BARR LABS INC
fda
2026-06-18
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 ANDA209404: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — MACLEODS PHARMS LTD
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA075964: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — SUN PHARM INDS INC
fda
2026-06-18
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 BLA761115: TRODELVY (SACITUZUMAB GOVITECAN-HZIY) — IMMUNOMEDICS INC
fda
2026-06-24
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 ANDA204166: METHADONE HYDROCHLORIDE (METHADONE HYDROCHLORIDE) — VISTAPHARM LLC
fda
2026-06-18
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 ANDA218359: ACETAMINOPHEN AND IBUPROFEN (ACETAMINOPHEN) — AUROBINDO PHARMA LTD
fda
2026-06-10
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA040894: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — GENUS
fda
2026-06-18
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 ANDA090895: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — EPIC PHARMA LLC
fda
2026-06-18
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57
FDA NDA219304: ROMVIMZA (VIMSELTINIB) — DECIPHERA PHARMS
fda
2026-06-26
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 ANDA202970: LEVONORGESTREL AND ETHINYL ESTRADIOL (ETHINYL ESTRADIOL) — XIROMED
fda
2026-06-25
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 ANDA211487: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — ASCENT PHARMS INC
fda
2026-06-18
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 ANDA087006: ACETAMINOPHEN AND CODEINE PHOSPHATE (ACETAMINOPHEN) — PHARMOBEDIENT
fda
2026-06-18
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 NDA200534: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — GENUS LIFESCIENCES
fda
2026-06-18
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 ANDA078769: OXYCODONE HYDROCHLORIDE AND IBUPROFEN (IBUPROFEN) — ACTAVIS ELIZABETH
fda
2026-06-18
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 ANDA202419: DIVALPROEX SODIUM (DIVALPROEX SODIUM) — AUROBINDO PHARMA LTD
fda
2026-06-15
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%
0.57
FDA ANDA091393: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — AVANTHI INC
fda
2026-06-18
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 ANDA209336: FLUOCINOLONE ACETONIDE (FLUOCINOLONE ACETONIDE) — SUN PHARMA CANADA
fda
2026-06-24
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA212418: ACETAMINOPHEN AND CODEINE PHOSPHATE (ACETAMINOPHEN) — ELITE LABS INC
fda
2026-06-18
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 NDA011525: IC-GREEN (INDOCYANINE GREEN) — RENEW PHARMS
fda
2026-04-22
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57
FDA ANDA210273: MULTIPLE VITAMINS INJECTION ADULT (ALPHA-TOCOPHEROL ACETATE) — APOTEX
fda
2026-04-09
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57
FDA ANDA210672: MULTIPLE VITAMINS INJECTION ADULT (ALPHA-TOCOPHEROL ACETATE) — APOTEX
fda
2026-04-09
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57
FDA ANDA218738: GLYCEROL PHENYLBUTYRATE (GLYCEROL PHENYLBUTYRATE) — TEVA PHARMS INC
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%
0.57
FDA ANDA205105: METHYLPHENIDATE HYDROCHLORIDE (METHYLPHENIDATE HYDROCHLORIDE) — IMPAX LABS INC
fda
2026-04-21
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/Products62%
0.57
FDA ANDA090169: LAMOTRIGINE (LAMOTRIGINE) — GLENMARK PHARMS LTD
fda
2026-04-10
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 ANDA090170: LAMOTRIGINE (LAMOTRIGINE) — UNICHEM LABS LTD
fda
2026-04-09
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/Products62%
0.57
FDA ANDA206371: OLMESARTAN MEDOXOMIL AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — MICRO LABS
fda
2026-04-13
CMQ_038
Micron has initiated HVM production of HBM4 36GB module delivering 2.8 TB/s bandwidth — optimized to reduce 'time to first token' for long-context LLM inference.
Micron
Semis/Memory52%
0.57
FDA BLA125514: KEYTRUDA (PEMBROLIZUMAB) — MERCK SHARP DOHME
fda
2026-06-24
TK13
Biotech/Synbio Safety Event
15%
0.57
FDA ANDA219409: ALBUTEROL SULFATE (ALBUTEROL SULFATE) — CIPLA
fda
2026-04-22
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57
FDA ANDA211482: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — AJANTA PHARMA 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%
0.57
FDA ANDA219540: GLYCEROL PHENYLBUTYRATE (GLYCEROL PHENYLBUTYRATE) — MSN
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%
0.57
FDA ANDA219540: GLYCEROL PHENYLBUTYRATE (GLYCEROL PHENYLBUTYRATE) — MSN
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%
0.57
FDA ANDA220660: ELTROMBOPAG OLAMINE (ELTROMBOPAG OLAMINE) — AIZANT
fda
2026-04-28
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 ANDA220788: SODIUM BICARBONATE (SODIUM BICARBONATE) — ASPIRO
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%
0.57
FDA ANDA211560: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — ALEMBIC
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%
0.57
FDA BLA761068: CRYSVITA (BUROSUMAB-TWZA) — KYOWA KIRIN
fda
2026-04-23
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/Memory20%
0.57
FDA ANDA202949: DULOXETINE HYDROCHLORIDE (DULOXETINE HYDROCHLORIDE) — ALEMBIC
fda
2026-04-09
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
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 ANDA205402: PALIPERIDONE (PALIPERIDONE) — I3 PHARMS
fda
2026-05-07
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA204982: PHENTERMINE HYDROCHLORIDE AND TOPIRAMATE (PHENTERMINE HYDROCHLORIDE) — ACTAVIS LABS FL INC
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%
0.57
FDA ANDA207740: OMEPRAZOLE (OMEPRAZOLE) — DR REDDYS
fda
2026-04-29
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA078625: LAMOTRIGINE (LAMOTRIGINE) — RUBICON RESEARCH
fda
2026-05-12
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/Products62%
0.57
FDA NDA219531: SDAMLO (AMLODIPINE BESYLATE) — BRILLIAN PHARMA
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 BLA761034: TECENTRIQ (ATEZOLIZUMAB) — GENENTECH INC
fda
2026-05-15
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA NDA212728: NURTEC ODT (RIMEGEPANT SULFATE) — PFIZER
fda
2026-05-08
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA NDA021732: VANTAS (HISTRELIN ACETATE) — ENDO OPERATIONS
fda
2026-05-06
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57
FDA ANDA219750: L-GLUTAMINE (L-GLUTAMINE) — STIRA
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%
0.57
FDA ANDA218691: CEFIXIME (CEFIXIME) — FDC LTD
fda
2026-05-14
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 ANDA211035: VERAPAMIL HYDROCHLORIDE (VERAPAMIL HYDROCHLORIDE) — SOMERSET
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%
0.57
FDA NDA209817: NUZYRA (OMADACYCLINE TOSYLATE) — PARATEK PHARMS
fda
2026-05-13
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57
FDA ANDA220444: PALBOCICLIB (PALBOCICLIB) — DR. REDDY'S LABORATORIES LIMITED
fda
2026-05-15
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA BLA761036: DARZALEX (DARATUMUMAB) — JANSSEN BIOTECH
fda
2026-05-28
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 ANDA215552: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — YAOPHARMA CO LTD
fda
2026-06-09
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA NDA209552: ARGATROBAN IN SODIUM CHLORIDE (ARGATROBAN) — EUGIA PHARMA SPECLTS
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%
0.57
FDA ANDA209685: ATOVAQUONE (ATOVAQUONE) — GLENMARK SPECLT
fda
2026-06-08
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 ANDA209685: ATOVAQUONE (ATOVAQUONE) — GLENMARK SPECLT
fda
2026-06-08
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 ANDA212143: FOSAPREPITANT DIMEGLUMINE (FOSAPREPITANT DIMEGLUMINE) — CHIA TAI TIANQING
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%
0.57
FDA ANDA075182: ESTRADIOL (ESTRADIOL) — MYLAN TECHNOLOGIES
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%
0.57
FDA ANDA219413: ANDA219413 ((unspecified)) — TEVA PHARMACEUTICALS, INC.
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%
0.57
FDA ANDA205294: DORZOLAMIDE HYDROCHLORIDE (DORZOLAMIDE HYDROCHLORIDE) — FDC LTD
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%
0.57
FDA ANDA201278: OXYCODONE AND ACETAMINOPHEN (ACETAMINOPHEN) — RHODES PHARMS
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA040355: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — STRIDES PHARMA INTL
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA075759: BUTORPHANOL TARTRATE (BUTORPHANOL TARTRATE) — RISING
fda
2026-06-18
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 ANDA219324: LO JUNEL FE (ETHINYL ESTRADIOL) — TEVA PHARMS INC
fda
2026-06-22
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57
FDA ANDA201952: TRAMADOL HYDROCHLORIDE AND ACETAMINOPHEN (ACETAMINOPHEN) — MICRO LABS LTD INDIA
fda
2026-06-18
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 ANDA040860: CARISOPRODOL, ASPIRIN AND CODEINE PHOSPHATE (ASPIRIN) — INGENUS PHARMS NJ
fda
2026-06-18
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 ANDA205321: PREGABALIN (PREGABALIN) — AUROBINDO PHARMA
fda
2026-06-23
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 ANDA206914: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — PHARM ASSOC
fda
2026-06-18
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 ANDA040894: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — GENUS
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA201013: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — AUROLIFE PHARMA LLC
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA091691: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — REGCON HOLDINGS
fda
2026-06-22
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA090707: METHADONE HYDROCHLORIDE (METHADONE HYDROCHLORIDE) — VISTAPHARM LLC
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA210935: FLUOXETINE HYDROCHLORIDE (FLUOXETINE HYDROCHLORIDE) — SCIEGEN PHARMS
fda
2026-06-17
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA211729: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — GRANULES
fda
2026-06-18
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 ANDA075981: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — APOTEX
fda
2026-06-18
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 NDA011525: IC-GREEN (INDOCYANINE GREEN) — RENEW PHARMS
fda
2026-04-22
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 ANDA209956: POMALIDOMIDE (POMALIDOMIDE) — TEVA PHARMS USA
fda
2026-04-27
248_029
Regime change at the FDA is not beyond the realm of reason.
Alex Wissner-Gross
Biotech/Longevity35%
0.56
FDA ANDA210672: MULTIPLE VITAMINS INJECTION ADULT (ALPHA-TOCOPHEROL ACETATE) — APOTEX
fda
2026-04-09
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.56
FDA ANDA218740: CETRORELIX ACETATE (CETRORELIX ACETATE) — HUMANWELL
fda
2026-04-29
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%
0.56
FDA ANDA077686: DILTIAZEM HYDROCHLORIDE (DILTIAZEM HYDROCHLORIDE) — ACTAVIS LABS FL INC
fda
2026-04-09
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA090517: VALPROIC ACID (VALPROIC ACID) — QUAGEN
fda
2026-04-17
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA220313: GLYCEROL PHENYLBUTYRATE (GLYCEROL PHENYLBUTYRATE) — AUROBINDO PHARMA
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 ANDA211491: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — SUN PHARM
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%
0.56
FDA ANDA218417: DEXTROMETHORPHAN POLISTIREX (DEXTROMETHORPHAN POLISTIREX) — AUROBINDO PHARMA LTD
fda
2026-04-15
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.56
FDA ANDA090263: LEVETIRACETAM (LEVETIRACETAM) — CHARTWELL MOLECULAR
fda
2026-04-08
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%
0.56
FDA ANDA205254: ZOLEDRONIC ACID (ZOLEDRONIC ACID) — MYLAN LABS LTD
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 ANDA211156: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — INVENTIA
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%
0.56
FDA ANDA211506: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — MACLEODS PHARMS 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 ANDA091291: LEVETIRACETAM (LEVETIRACETAM) — CHARTWELL RX
fda
2026-04-09
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA BLA761044: STELARA (USTEKINUMAB) — JANSSEN BIOTECH
fda
2026-04-15
232_036
AI drug deployment is very hard to launch in US due to human trials; easy in UAE.
Ben Horowitz
Biotech/Longevity46%
0.56
FDA ANDA208055: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — TORRENT
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%
0.56
FDA NDA021977: VYVANSE (LISDEXAMFETAMINE DIMESYLATE) — TAKEDA PHARMS USA
fda
2026-04-23
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA205772: CALCIPOTRIENE (CALCIPOTRIENE) — GLENMARK SPECLT
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%
0.56
FDA ANDA211579: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — LUPIN
fda
2026-04-06
245_009
Breaking plastic-degradation technology could become a supplement that breaks microplastics in the gut before absorption
Peter Diamandis
Biotech/Longevity45%
0.56
FDA ANDA208103: DEXMEDETOMIDINE HYDROCHLORIDE (DEXMEDETOMIDINE HYDROCHLORIDE) — BAXTER HLTHCARE CORP
fda
2026-04-15
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.56
FDA ANDA206387: ALENDRONATE SODIUM (ALENDRONATE SODIUM) — IPCA LABS LTD
fda
2026-04-15
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 ANDA091541: LOSARTAN POTASSIUM (LOSARTAN POTASSIUM) — MICRO LABS
fda
2026-04-10
245_009
Breaking plastic-degradation technology could become a supplement that breaks microplastics in the gut before absorption
Peter Diamandis
Biotech/Longevity45%
0.56
FDA BLA761340: EPYSQLI (ECULIZUMAB-AAGH) — SAMSUNG BIOEPIS CO LTD
fda
2026-04-28
247_029
OpenAI Foundation's cure for Alzheimer's could spawn a trillion-dollar pharma company
Alex Wissner-Gross
Biotech/Longevity38%
0.56
FDA ANDA074544: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — EPIC PHARMA LLC
fda
2026-05-05
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.56
FDA ANDA074544: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — EPIC PHARMA LLC
fda
2026-05-05
245_027
Colossal DNA synthesis delivery will reach 20x the largest prior delivery by end of 2026
Ben Lamm
Biotech/Longevity41%
0.56
FDA BLA761184: NGENLA (SOMATROGON-GHLA) — PFIZER IRELAND PHARMACEUTICALS
fda
2026-04-29
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 ANDA072733: 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/Memory20%
0.56
FDA NDA019726: ZOLADEX (GOSERELIN ACETATE) — TERSERA
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%
0.56
FDA BLA761342: TALVEY (TALQUETAMAB-TGVS) — JANSSEN BIOTECH
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%
0.56
FDA ANDA078982: LAMOTRIGINE (LAMOTRIGINE) — GRANULES
fda
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.56
FDA ANDA071198: 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 BLA761285: WEZLANA (USTEKINUMAB-AUUB) — AMGEN INC
fda
2026-05-12
232_036
AI drug deployment is very hard to launch in US due to human trials; easy in UAE.
Ben Horowitz
Biotech/Longevity46%
0.56
FDA ANDA218364: LEVETIRACETAM IN SODIUM CHLORIDE (LEVETIRACETAM) — MYLAN LABS LTD
fda
2026-05-08
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA211135: RIOCIGUAT (RIOCIGUAT) — MSN
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%
0.56
FDA NDA219531: SDAMLO (AMLODIPINE BESYLATE) — BRILLIAN PHARMA
fda
2026-05-08
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA BLA761381: OPDIVO QVANTIG (NIVOLUMAB) — BRISTOL-MYERS SQUIBB
fda
2026-05-12
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/Products62%
0.56
FDA ANDA220717: ZOLPIDEM TARTRATE (ZOLPIDEM TARTRATE) — UMEDICA LABS PVT
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%
0.56
FDA NDA210308: YONSA (ABIRATERONE ACETATE) — SUN PHARM
fda
2026-05-13
232_036
AI drug deployment is very hard to launch in US due to human trials; easy in UAE.
Ben Horowitz
Biotech/Longevity46%
0.56
FDA NDA021731: ELIGARD KIT (LEUPROLIDE ACETATE) — TOLMAR
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%
0.56
FDA ANDA216537: CARBIDOPA AND LEVODOPA (CARBIDOPA) — AUROBINDO PHARMA LTD
fda
2026-05-08
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 ANDA219750: L-GLUTAMINE (L-GLUTAMINE) — STIRA
fda
2026-05-14
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.56
FDA ANDA214733: VENETOCLAX (VENETOCLAX) — DR REDDYS
fda
2026-05-15
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.56
FDA NDA209817: NUZYRA (OMADACYCLINE TOSYLATE) — PARATEK PHARMS
fda
2026-05-13
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 ANDA208028: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — INVAGEN PHARMS
fda
2026-05-15
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%
0.56
FDA NDA209816: NUZYRA (OMADACYCLINE TOSYLATE) — PARATEK PHARMS
fda
2026-05-13
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 ANDA217552: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — ALEMBIC
fda
2026-05-27
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.56
FDA ANDA081235: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — MYLAN
fda
2026-05-27
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 NDA209091: QTERN (DAPAGLIFLOZIN) — ASTRAZENECA AB
fda
2026-06-03
SEM_022
FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development.
Dave Blundin
AI/Architecture65%
0.56
FDA ANDA077802: OXCARBAZEPINE (OXCARBAZEPINE) — GLENMARK PHARMS LTD
fda
2026-05-28
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA217085: ERIBULIN MESYLATE (ERIBULIN MESYLATE) — NATCO
fda
2026-06-01
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.56
FDA ANDA216772: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — UPSHER SMITH LABS
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 ANDA200296: RISEDRONATE SODIUM (RISEDRONATE SODIUM) — AUROBINDO PHARMA LTD
fda
2026-06-08
248_029
Regime change at the FDA is not beyond the realm of reason.
Alex Wissner-Gross
Biotech/Longevity35%
0.56
FDA ANDA072854: CYCLOBENZAPRINE HYDROCHLORIDE (CYCLOBENZAPRINE HYDROCHLORIDE) — AIPING PHARM INC
fda
2026-05-13
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA216410: GALLIUM GA 68 GOZETOTIDE (GALLIUM GA-68 GOZETOTIDE) — RADIOMEDIX
fda
2026-06-08
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 ANDA202693: ACETAZOLAMIDE SODIUM (ACETAZOLAMIDE SODIUM) — AVET LIFESCIENCES
fda
2026-06-05
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 NDA016694: DEXTROSE 10% IN PLASTIC CONTAINER (DEXTROSE) — BAXTER HLTHCARE
fda
2026-06-11
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 NDA021951: ABSORICA (ISOTRETINOIN) — SUN PHARM INDS INC
fda
2026-06-12
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%
0.56
FDA ANDA078005: OXCARBAZEPINE (OXCARBAZEPINE) — ANI PHARMS
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%
0.56
FDA ANDA074521: DIPYRIDAMOLE (DIPYRIDAMOLE) — HIKMA
fda
2026-06-04
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA205294: DORZOLAMIDE HYDROCHLORIDE (DORZOLAMIDE HYDROCHLORIDE) — FDC LTD
fda
2026-06-10
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA NDA021131: ZYVOX (LINEZOLID) — PFIZER
fda
2026-06-09
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%