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 41 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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111,300
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4,390
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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
0.56
FDA ANDA207812: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — ZYDUS PHARMS
fda
2026-05-27
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/Products62%
0.56
FDA ANDA212438: CLINDAMYCIN PHOSPHATE (CLINDAMYCIN PHOSPHATE) — ENCUBE
fda
2026-05-18
240_056
Anthropic enterprise market share to continue growing (went from 40% to 73% in 3 months)
Peter Diamandis
AI54%
0.56
FDA ANDA212438: CLINDAMYCIN PHOSPHATE (CLINDAMYCIN PHOSPHATE) — ENCUBE
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%
0.56
FDA ANDA220041: TOPIRAMATE (TOPIRAMATE) — RICONPHARMA LLC
fda
2026-05-26
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 NDA204114: MEKINIST (TRAMETINIB DIMETHYL SULFOXIDE) — NOVARTIS
fda
2026-05-07
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 ANDA209125: ZOLEDRONIC ACID (ZOLEDRONIC ACID) — EUGIA PHARMA
fda
2026-05-20
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA215820: PHYTONADIONE (PHYTONADIONE) — 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 ANDA215820: PHYTONADIONE (PHYTONADIONE) — DR REDDYS
fda
2026-05-15
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.56
FDA ANDA220068: FOSCARNET SODIUM (FOSCARNET SODIUM) — CAPLIN
fda
2026-05-13
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA220068: FOSCARNET SODIUM (FOSCARNET SODIUM) — CAPLIN
fda
2026-05-13
FUT_019
Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i...
Multi-Forecaster Synthesis
Biotech/Longevity31%
0.56
FDA ANDA076089: CIPROFLOXACIN HYDROCHLORIDE (CIPROFLOXACIN HYDROCHLORIDE) — IVAX SUB TEVA PHARMS
fda
2026-05-19
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 NDA204042: INVOKANA (CANAGLIFLOZIN) — JANSSEN PHARMS
fda
2026-06-03
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 ANDA208047: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — DR REDDYS
fda
2026-06-01
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 ANDA209020: OXCARBAZEPINE (OXCARBAZEPINE) — MSN
fda
2026-05-29
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA217482: CARBIDOPA AND LEVODOPA (CARBIDOPA) — RUBICON RESEARCH
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%
0.56
FDA ANDA214470: HALOPERIDOL (HALOPERIDOL) — ALEMBIC
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 ANDA078232: LOSARTAN POTASSIUM (LOSARTAN POTASSIUM) — LUPIN LTD
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%
0.56
FDA ANDA207825: DOXYLAMINE SUCCINATE AND PYRIDOXINE HYDROCHLORIDE (DOXYLAMINE SUCCINATE) — PHARMOBEDIENT
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 ANDA212374: EMPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (EMPAGLIFLOZIN, METFORMIN HYDROCHLORIDE) — AUROBINDO PHARMA LIMITED
fda
2026-06-11
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA200411: MORPHINE SULFATE (MORPHINE SULFATE) — IMPAX 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%
0.56
FDA ANDA088109: METHADONE HYDROCHLORIDE (METHADONE HYDROCHLORIDE) — HIKMA
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA088109: METHADONE HYDROCHLORIDE (METHADONE HYDROCHLORIDE) — HIKMA
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 ANDA088744: MEPERIDINE HYDROCHLORIDE (MEPERIDINE HYDROCHLORIDE) — HIKMA
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA207709: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — AUROLIFE PHARMA LLC
fda
2026-06-18
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA207709: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — AUROLIFE PHARMA 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%
0.56
FDA ANDA211586: BUPRENORPHINE (BUPRENORPHINE) — AMNEAL
fda
2026-06-18
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 ANDA077567: DIVALPROEX SODIUM (DIVALPROEX SODIUM) — MYLAN
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%
0.56
FDA ANDA087794: OXYCODONE AND ASPIRIN (ASPIRIN) — SUN PHARM INDUSTRIES
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 ANDA085106: PERCOCET (ACETAMINOPHEN) — OZANTRI
fda
2026-06-18
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%
0.56
FDA ANDA075735: NALOXONE HYDROCHLORIDE AND PENTAZOCINE HYDROCHLORIDE (NALOXONE HYDROCHLORIDE) — LUPIN
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%
0.56
FDA ANDA077723: HYDROCODONE BITARTRATE AND IBUPROFEN (HYDROCODONE BITARTRATE) — STRIDES PHARMA
fda
2026-06-18
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA207171: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — LANNETT CO 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%
0.56
FDA ANDA207172: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — LANNETT CO INC
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA212133: HYDROMORPHONE HYDROCHLORIDE (HYDROMORPHONE HYDROCHLORIDE) — 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%
0.56
FDA ANDA074769: MORPHINE SULFATE (MORPHINE SULFATE) — 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%
0.56
FDA ANDA207419: OXYCODONE AND ACETAMINOPHEN (ACETAMINOPHEN) — ASCENT PHARMS INC
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA202104: MORPHINE SULFATE (MORPHINE SULFATE) — UPSHER SMITH LABS
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%
0.56
FDA ANDA206718: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — SPECGX LLC
fda
2026-06-18
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.56
FDA ANDA201011: MORPHINE SULFATE (MORPHINE SULFATE) — SANKALP LIFECARE
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.56
FDA ANDA075231: BUTALBITAL, ASPIRIN, CAFFEINE, AND CODEINE PHOSPHATE (ASPIRIN) — LGM PHARMA
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 ANDA040881: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — MIKART
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%
0.56
FDA ANDA202662: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — EPIC PHARMA LLC
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 NDA022555: CYSVIEW KIT (HEXAMINOLEVULINATE HYDROCHLORIDE) — PHOTOCURE ASA
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.56
FDA ANDA076100: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — SUN PHARM INDUSTRIES
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.56
FDA ANDA210162: BUPRENORPHINE (BUPRENORPHINE) — MYLAN TECH VIATRIS
fda
2026-06-18
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.56
FDA ANDA219052: PERAMPANEL (PERAMPANEL) — TARO
fda
2026-06-15
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 ANDA206986: HYDROCODONE BITARTRATE (HYDROCODONE BITARTRATE) — ALVOGEN
fda
2026-06-18
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 NDA200535: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — GENUS LIFESCIENCES
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%
0.56
FDA ANDA214643: DIVALPROEX SODIUM (DIVALPROEX SODIUM) — UNICHEM
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 ANDA202773: OXYCODONE HYDROCHLORIDE (OXYCODONE HYDROCHLORIDE) — AVANTHI INC
fda
2026-06-18
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 ANDA201448: OXYCODONE AND ACETAMINOPHEN (ACETAMINOPHEN) — SANKALP LIFECARE
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%
0.56
FDA ANDA208540: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — ALVOGEN
fda
2026-06-18
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 ANDA210610: MORPHINE SULFATE (MORPHINE SULFATE) — UPSHER SMITH LABS
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%
0.56
FDA ANDA075972: METFORMIN HYDROCHLORIDE (METFORMIN HYDROCHLORIDE) — CHARTWELL
fda
2026-06-20
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 ANDA208269: HYDROCODONE BITARTRATE (HYDROCODONE BITARTRATE) — ALVOGEN
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA211312: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — SANDOZ
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%
0.55
FDA ANDA204687: VALSARTAN AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — SCIEGEN PHARMS
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%
0.55
FDA ANDA205071: MILNACIPRAN HYDROCHLORIDE (MILNACIPRAN HYDROCHLORIDE) — BRECKENRIDGE
fda
2026-04-14
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA205071: MILNACIPRAN HYDROCHLORIDE (MILNACIPRAN HYDROCHLORIDE) — BRECKENRIDGE
fda
2026-04-14
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.55
FDA ANDA212773: IMATINIB MESYLATE (IMATINIB MESYLATE) — EUGIA PHARMA
fda
2026-04-06
SEM_020
Nvidia preemptively reserved 800,000-850,000 TSMC wafers for 2026 — 8x SMIC's entire advanced-process capacity.
Nvidia (All-In Podcast analysis)
Semis64%
0.55
FDA ANDA220147: TOLVAPTAN (TOLVAPTAN) — ALKEM LABS LTD
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%
0.55
FDA ANDA214956: GABAPENTIN (GABAPENTIN) — ASCENT PHARMS INC
fda
2026-04-24
240_056
Anthropic enterprise market share to continue growing (went from 40% to 73% in 3 months)
Peter Diamandis
AI54%
0.55
FDA ANDA077510: COLESTIPOL HYDROCHLORIDE (COLESTIPOL HYDROCHLORIDE) — IMPAX LABS
fda
2026-04-15
FUT_019
Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i...
Multi-Forecaster Synthesis
Biotech/Longevity31%
0.55
FDA ANDA211479: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — MSN
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%
0.55
FDA ANDA078947: LAMOTRIGINE (LAMOTRIGINE) — TORRENT PHARMS
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%
0.55
FDA ANDA211506: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — MACLEODS PHARMS LTD
fda
2026-04-06
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA211523: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — AIZANT
fda
2026-04-06
248_030
FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.
Dave Blundin
Geopolitics50%
0.55
FDA ANDA211533: DAPAGLIFLOZIN AND SAXAGLIPTIN HYDROCHLORIDE (DAPAGLIFLOZIN) — MSN
fda
2026-04-06
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.55
FDA ANDA219072: CARBAMAZEPINE (CARBAMAZEPINE) — YICHANG HUMANWELL
fda
2026-04-17
CMQ_009
Altman's claim of doctor-level AI diagnostic capability within 2-3 years is 'pure nonsense' — fails to account for medical communication, diagnostic uncertainty, and ethical complexity.
Demis Hassabis
AI60%
0.55
FDA ANDA220328: FLUVOXAMINE MALEATE (FLUVOXAMINE MALEATE) — APPCO
fda
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.55
FDA NDA219008: LAZCLUZE (LAZERTINIB MESYLATE) — JANSSEN BIOTECH
fda
2026-04-30
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA220529: BUPROPION HYDROCHLORIDE (BUPROPION HYDROCHLORIDE) — YICHANG HUMANWELL
fda
2026-05-04
SEM_026
Nvidia's next 'Rubin' product cycle is the most critical factor for semi industry in coming year — further integrates logic + HBM.
Joseph Moore
Semis/Products62%
0.55
FDA ANDA215826: LEUPROLIDE ACETATE (LEUPROLIDE ACETATE) — ZYDUS PHARMS
fda
2026-05-06
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA203103: PROPRANOLOL HYDROCHLORIDE (PROPRANOLOL HYDROCHLORIDE) — IPCA LABS LTD
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%
0.55
FDA NDA203923: SODIUM THIOSULFATE (SODIUM THIOSULFATE) — HOPE PHARMS
fda
2026-05-07
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA BLA125554: OPDIVO (NIVOLUMAB) — BRISTOL MYERS SQUIBB
fda
2026-05-12
TK13
Biotech/Synbio Safety Event
15%
0.55
FDA ANDA206194: IRBESARTAN (IRBESARTAN) — HISUN PHARM HANGZHOU
fda
2026-05-15
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA NDA008085: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — STRIDES PHARMA INTL
fda
2026-05-27
IND_012
NVIDIA BioNeMo platform + Evo 2 model fundamentally compresses a century of biology into a decade — Evo 2 achieves 90% accuracy in BRCA1 predictions; AI models will seamlessly transition generated biological designs into practical, synthesized clinical...
Jensen Huang
Biotech/Longevity68%
0.55
FDA NDA219878: BAXFENDY (BAXDROSTAT) — ASTRAZENECA AB
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%
0.55
FDA ANDA215217: LEVALBUTEROL HYDROCHLORIDE (LEVALBUTEROL HYDROCHLORIDE) — NEPHRON
fda
2026-05-26
IND_003
Latency of medical truth actively collapsing — genomic sequencing for newborns in neonatal intensive care units (NICUs) reduced to a 4-hour window, effectively moving diagnostics from 'wait and see' paradigm to real-time intervention; convergence of ph...
Alex Wissner-Gross
Biotech/Longevity46%
0.55
FDA ANDA217027: DEXTROAMP SACCHARATE, AMP ASPARTATE, DEXTROAMP SULFATE AND AMP SULFATE (AMPHETAMINE ASPARTATE) — GRANULES
fda
2026-05-20
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA217027: DEXTROAMP SACCHARATE, AMP ASPARTATE, DEXTROAMP SULFATE AND AMP SULFATE (AMPHETAMINE ASPARTATE) — GRANULES
fda
2026-05-20
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA NDA204114: MEKINIST (TRAMETINIB DIMETHYL SULFOXIDE) — NOVARTIS
fda
2026-05-07
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.55
FDA ANDA219346: ANDA219346 ((unspecified)) — SANDOZ INC
fda
2026-05-12
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.55
FDA ANDA211020: BUPROPION HYDROCHLORIDE (BUPROPION HYDROCHLORIDE) — GRAVITI PHARMS
fda
2026-05-29
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA BLA761108: ULTOMIRIS (RAVULIZUMAB-CWVZ) — 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%
0.55
FDA NDA209805: STEGLUJAN (ERTUGLIFLOZIN) — MSD SUB MERCK
fda
2026-06-03
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55
FDA ANDA077802: OXCARBAZEPINE (OXCARBAZEPINE) — GLENMARK PHARMS LTD
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%
0.55
FDA ANDA217085: ERIBULIN MESYLATE (ERIBULIN MESYLATE) — NATCO
fda
2026-06-01
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA220465: ANDA220465 ((unspecified)) — SANDOZ INC
fda
2026-05-22
INF_009
The first multi-behavior brain-organoid upload is imminent — wetware ('brain organoid') computing has progressed from Pong (2021) to Doom-class simulators (2025), and offers a pathway out of silicon thermal limits at ~20W per brain-equivalent compute.
Alex Wissner-Gross
AI17%
0.55
FDA ANDA219604: DALBAVANCIN HYDROCHLORIDE (DALBAVANCIN HYDROCHLORIDE) — BE PHARMS
fda
2026-06-04
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA040385: TREXALL (METHOTREXATE SODIUM) — BARR
fda
2026-05-27
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%
0.55
FDA ANDA211187: MACITENTAN (MACITENTAN) — TEVA PHARMS USA INC
fda
2026-06-08
INF_039
Consumer-facing AI hardware shortages will worsen: high-Unified-Memory Apple Mac Studio lead times now range 6 days to 6 weeks (up to ~54 days) because data centers are absorbing the world's HBM and memory supply — DRAM market transitioning to hourly v...
Alex Finn
Consumer77%
0.55
FDA ANDA217734: PHYTONADIONE (PHYTONADIONE) — AMNEAL
fda
2026-06-01
FUT_019
Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i...
Multi-Forecaster Synthesis
Biotech/Longevity31%
0.55
FDA ANDA078232: LOSARTAN POTASSIUM (LOSARTAN POTASSIUM) — LUPIN LTD
fda
2026-06-08
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.55
FDA ANDA220309: CABERGOLINE (CABERGOLINE) — RENATA
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%
0.55
FDA ANDA203046: CODEINE SULFATE (CODEINE SULFATE) — LANNETT CO INC
fda
2026-06-18
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.55
FDA ANDA204209: ACETAMINOPHEN, CAFFEINE AND DIHYDROCODEINE BITARTRATE (ACETAMINOPHEN) — PHARMOBEDIENT
fda
2026-06-18
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.55
FDA ANDA214590: TRETINOIN (TRETINOIN) — ALEMBIC
fda
2026-06-11
248_030
FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.
Dave Blundin
Geopolitics50%
0.55
FDA NDA211913: ABSORICA LD (ISOTRETINOIN) — SUN PHARM
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%