Validations Queue

111,300 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 22 of 44, 100 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
0.58
FDA ANDA075977: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — TEVA
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA074862: MORPHINE SULFATE (MORPHINE SULFATE) — RHODES PHARMS
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%
0.58
FDA BLA761115: TRODELVY (SACITUZUMAB GOVITECAN-HZIY) — IMMUNOMEDICS INC
fda
2026-06-24
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.58
FDA ANDA211825: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — UNICHEM
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA075499: BUTORPHANOL TARTRATE (BUTORPHANOL TARTRATE) — APOTEX
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA076100: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — SUN PHARM INDUSTRIES
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA076914: TRAMADOL HYDROCHLORIDE AND ACETAMINOPHEN (ACETAMINOPHEN) — GRAVITI PHARMS
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%
0.58
FDA ANDA218307: OSELTAMIVIR PHOSPHATE (OSELTAMIVIR PHOSPHATE) — ALEMBIC
fda
2026-06-25
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.58
FDA ANDA212173: ACYCLOVIR (ACYCLOVIR) — YILING
fda
2026-06-24
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.58
FDA ANDA204752: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — NOVEL 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%
0.58
FDA ANDA219166: BRIMONIDINE TARTRATE AND TIMOLOL MALEATE (BRIMONIDINE TARTRATE) — GLAND
fda
2026-06-11
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA091490: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — RHODES PHARMS
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%
0.58
FDA NDA022578: ZYRTEC ALLERGY (CETIRIZINE HYDROCHLORIDE) — KENVUE BRANDS
fda
2026-07-02
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.58
FDA NDA210655: PERSERIS KIT (RISPERIDONE) — INDIVIOR
fda
2026-04-30
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA NDA210655: PERSERIS KIT (RISPERIDONE) — INDIVIOR
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%
0.58
FDA ANDA210671: MULTIPLE VITAMINS INJECTION PEDIATRIC (ASCORBIC ACID) — APOTEX
fda
2026-04-21
237_023
Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time.
Alex Wissner-Gross
AI27%
0.58
FDA NDA206709: DIACOMIT (STIRIPENTOL) — BIOCODEX SA
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%
0.58
FDA NDA020589: CHILDREN'S ADVIL-FLAVORED (IBUPROFEN) — HALEON US HOLDINGS
fda
2026-05-01
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.58
FDA ANDA213165: LENALIDOMIDE (LENALIDOMIDE) — CIPLA
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%
0.58
FDA ANDA215243: RAMELTEON (RAMELTEON) — MICRO LABS
fda
2026-06-04
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%
0.58
FDA ANDA217554: LENALIDOMIDE (LENALIDOMIDE) — DEVA HOLDING AS
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%
0.58
FDA ANDA213267: THALIDOMIDE (THALIDOMIDE) — NATCO
fda
2026-04-24
248_029
Regime change at the FDA is not beyond the realm of reason.
Alex Wissner-Gross
Biotech/Longevity35%
0.58
FDA NDA210793: NUPLAZID (PIMAVANSERIN TARTRATE) — ACADIA PHARMS INC
fda
2026-04-27
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA NDA207223: DIACOMIT (STIRIPENTOL) — BIOCODEX SA
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%
0.58
FDA ANDA217957: LEUPROLIDE ACETATE (LEUPROLIDE ACETATE) — UBI
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%
0.58
FDA NDA216993: VANFLYTA (QUIZARTINIB DIHYDROCHLORIDE) — DAIICHI SANKYO INC
fda
2026-04-29
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.58
FDA ANDA217477: ANDA217477 ((unspecified)) — HAINAN POLY PHARM. CO., LTD.
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%
0.58
FDA ANDA217239: TORSEMIDE (TORSEMIDE) — MICRO LABS
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%
0.58
FDA ANDA072735: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — HIKMA
fda
2026-05-05
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA NDA021488: ELIGARD KIT (LEUPROLIDE ACETATE) — TOLMAR
fda
2026-05-06
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA219494: SPIRONOLACTONE (SPIRONOLACTONE) — GRAVITI PHARMS
fda
2026-05-12
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA217761: SPIRONOLACTONE (SPIRONOLACTONE) — ANNORA PHARMA
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%
0.58
FDA BLA761070: FASENRA (BENRALIZUMAB) — ASTRAZENECA AB
fda
2026-05-13
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%
0.58
FDA ANDA089534: SPIRONOLACTONE AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — SUN PHARM INDUSTRIES
fda
2026-05-12
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA NDA210251: BIKTARVY (BICTEGRAVIR SODIUM) — GILEAD SCIENCES INC
fda
2026-05-21
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%
0.58
FDA NDA210251: BIKTARVY (BICTEGRAVIR SODIUM) — GILEAD SCIENCES INC
fda
2026-05-21
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%
0.58
FDA BLA761106: HERCEPTIN HYLECTA (TRASTUZUMAB AND HYALURONIDASE-OYSK) — GENENTECH INC
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%
0.58
FDA NDA022561: MAVENCLAD (CLADRIBINE) — EMD SERONO INC
fda
2026-05-14
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA BLA761275: TYENNE (TOCILIZUMAB-AAZG) — FRESENIUS KABI USA
fda
2026-05-21
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.58
FDA BLA761354: TOFIDENCE (TOCILIZUMAB-BAVI) — BIOGEN MA
fda
2026-05-22
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%
0.58
FDA ANDA220499: ANDA220499 ((unspecified)) — ALEMBIC PHARMACEUTICALS LIMITED
fda
2026-05-13
TK13
Biotech/Synbio Safety Event
15%
0.58
FDA BLA125166: SOLIRIS (ECULIZUMAB) — ALEXION PHARM
fda
2026-06-01
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA NDA018569: FUROSEMIDE (FUROSEMIDE) — EPIC PHARMA LLC
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%
0.58
FDA ANDA202778: DOXYCYCLINE (DOXYCYCLINE) — STRIDES PHARMA
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%
0.58
FDA ANDA077132: RISEDRONATE SODIUM (RISEDRONATE SODIUM) — TEVA PHARMS USA
fda
2026-06-08
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA217873: SUCCINYLCHOLINE CHLORIDE (SUCCINYLCHOLINE CHLORIDE) — STERISCIENCE
fda
2026-06-08
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA209829: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — ZYDUS PHARMS
fda
2026-06-05
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%
0.58
FDA ANDA220458: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — APOTEX
fda
2026-06-03
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA BLA761369: HYMPAVZI (MARSTACIMAB-HNCQ) — PFIZER INC
fda
2026-06-05
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA BLA761369: HYMPAVZI (MARSTACIMAB-HNCQ) — PFIZER INC
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%
0.58
FDA ANDA210692: ATOVAQUONE (ATOVAQUONE) — HETERO LABS LTD III
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%
0.58
FDA ANDA216410: GALLIUM GA 68 GOZETOTIDE (GALLIUM GA-68 GOZETOTIDE) — RADIOMEDIX
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%
0.58
FDA ANDA207825: DOXYLAMINE SUCCINATE AND PYRIDOXINE HYDROCHLORIDE (DOXYLAMINE SUCCINATE) — PHARMOBEDIENT
fda
2026-06-10
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA204949: AZACITIDINE (AZACITIDINE) — PHARMOBEDIENT
fda
2026-06-09
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA209286: DIVALPROEX SODIUM (DIVALPROEX SODIUM) — LUPIN
fda
2026-06-11
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA BLA761119: VYEPTI (EPTINEZUMAB-JJMR) — Lundbeck Seattle BioPharmaceuticals, Inc.
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%
0.58
FDA NDA208434: ALECENSA (ALECTINIB HYDROCHLORIDE) — HOFFMANN-LA ROCHE
fda
2026-06-11
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.58
FDA ANDA200411: MORPHINE SULFATE (MORPHINE SULFATE) — IMPAX LABS INC
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%
0.58
FDA ANDA213571: ISOTRETINOIN (ISOTRETINOIN) — UPSHER SMITH LABS
fda
2026-06-16
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.58
FDA NDA218754: APREPITANT (APREPITANT) — AZURITY
fda
2026-06-16
247_041
AI-powered drugs have 85% phase 1 success vs 52% traditional
Peter Diamandis
Biotech/Longevity55%
0.58
FDA NDA215960: UTEBZI (TEBIPENEM, PIVOXIL) — GLAXOSMITHKLINE LLC
fda
2026-06-17
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.58
FDA NDA215960: UTEBZI (TEBIPENEM, PIVOXIL) — GLAXOSMITHKLINE LLC
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%
0.58
FDA ANDA209624: BOSUTINIB (BOSUTINIB MONOHYDRATE) — MSN
fda
2026-06-12
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.58
FDA ANDA204166: METHADONE HYDROCHLORIDE (METHADONE HYDROCHLORIDE) — VISTAPHARM 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%
0.58
FDA ANDA040255: OXYCODONE AND ASPIRIN (ASPIRIN) — ANI PHARMS
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA089828: ACETAMINOPHEN AND CODEINE PHOSPHATE (ACETAMINOPHEN) — STRIDES PHARMA INTL
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%
0.58
FDA ANDA205321: PREGABALIN (PREGABALIN) — AUROBINDO PHARMA
fda
2026-06-23
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA090635: METHADONE HYDROCHLORIDE (METHADONE HYDROCHLORIDE) — THEPHARMANETWORK 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%
0.58
FDA ANDA091691: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — REGCON HOLDINGS
fda
2026-06-22
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%
0.58
FDA ANDA201447: OXYCODONE AND ACETAMINOPHEN (ACETAMINOPHEN) — ACTAVIS ELIZABETH
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA213155: LIRAGLUTIDE (LIRAGLUTIDE) — MYLAN INSTITUTIONAL
fda
2026-06-15
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.58
FDA ANDA215194: MORPHINE SULFATE (MORPHINE SULFATE) — SPECGX 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%
0.58
FDA ANDA210401: ACYCLOVIR (ACYCLOVIR) — YILING
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%
0.58
FDA NDA206628: DEXMEDETOMIDINE HYDROCHLORIDE (DEXMEDETOMIDINE HYDROCHLORIDE) — HQ SPCLT PHARMA
fda
2026-05-01
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA211022: LENALIDOMIDE (LENALIDOMIDE) — APOTEX
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%
0.58
FDA ANDA210671: MULTIPLE VITAMINS INJECTION PEDIATRIC (ASCORBIC ACID) — APOTEX
fda
2026-04-21
245_009
Breaking plastic-degradation technology could become a supplement that breaks microplastics in the gut before absorption
Peter Diamandis
Biotech/Longevity45%
0.58
FDA NDA217779: RYTELO (IMETELSTAT SODIUM) — GERON
fda
2026-04-14
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA209348: LENALIDOMIDE (LENALIDOMIDE) — DR REDDYS
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%
0.58
FDA ANDA090169: LAMOTRIGINE (LAMOTRIGINE) — GLENMARK PHARMS LTD
fda
2026-04-10
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA220225: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — ALEMBIC
fda
2026-04-15
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA217554: LENALIDOMIDE (LENALIDOMIDE) — DEVA HOLDING AS
fda
2026-04-27
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%
0.58
FDA NDA207223: DIACOMIT (STIRIPENTOL) — BIOCODEX SA
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%
0.58
FDA ANDA090263: LEVETIRACETAM (LEVETIRACETAM) — CHARTWELL MOLECULAR
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%
0.58
FDA ANDA215759: LENALIDOMIDE (LENALIDOMIDE) — BIOCON PHARMA
fda
2026-04-27
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%
0.58
FDA NDA207318: NUPLAZID (PIMAVANSERIN TARTRATE) — ACADIA PHARMS INC
fda
2026-04-27
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA207694: GLYCEROL PHENYLBUTYRATE (GLYCEROL PHENYLBUTYRATE) — 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%
0.58
FDA ANDA213912: LENALIDOMIDE (LENALIDOMIDE) — MYLAN
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%
0.58
FDA ANDA211132: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — INGENUS PHARMS 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%
0.58
FDA ANDA210236: POMALIDOMIDE (POMALIDOMIDE) — HETERO LABS LTD V
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%
0.58
FDA ANDA201446: FALLBACK SOLO (LEVONORGESTREL) — LUPIN
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%
0.58
FDA ANDA215276: NICOTINE POLACRILEX (NICOTINE POLACRILEX) — DR REDDYS LABS SA
fda
2026-05-12
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA BLA761147: ENNUMO (PEGFILGRASTIM-PCCG) — ACCORD BIOPHARMA INC.
fda
2026-05-07
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA BLA761045: ZIEXTENZO (PEGFILGRASTIM-BMEZ) — SANDOZ INC
fda
2026-05-12
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA200542: LORAZEPAM (LORAZEPAM) — RISING
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%
0.58
FDA NDA214056: ONAPGO (APOMORPHINE HYDROCHLORIDE) — MDD US
fda
2026-05-15
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA218488: EVEROLIMUS (EVEROLIMUS) — APOTEX
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%
0.58
FDA ANDA077420: LAMOTRIGINE (LAMOTRIGINE) — RISING
fda
2026-05-15
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%
0.58
FDA ANDA217298: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — MSN
fda
2026-06-03
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA217734: PHYTONADIONE (PHYTONADIONE) — AMNEAL
fda
2026-06-01
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA219146: GADOBUTROL (GADOBUTROL) — ZENARA
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%