Validations Queue
114,087 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 68 of 91, 50 rows by similarity. Adjudicating updates doc_node_links.reviewed=true with the chosen polarity, writes per-link rows to audit_log, and removes the row from this queue. Phase 4 inference will use confirmed corroborates/contradicts links as Bayesian evidence.
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Bulk auto-confirm by similarity threshold
Confirm or label (corroborates / contradicts) all unreviewed links above a similarity threshold in one transaction. Each affected row writes a per-link audit_log entry. Capped at 1,000 links per call. Use Preview first.
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| Sim | Doc | Source | Pred | Domain | Prior | |
|---|---|---|---|---|---|---|
| 0.56 | FDA ANDA200503: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — LUPIN LTD | fda 2026-06-18 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 31% | |
| 0.56 | FDA ANDA203494: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — AUROBINDO PHARMA LTD | 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 | AI | 49% | |
| 0.56 | FDA ANDA205001: 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 | Education | 35% | |
| 0.56 | FDA NDA207103: IBRANCE (PALBOCICLIB) — PFIZER | fda 2026-06-24 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA ANDA219565: ADAPALENE (ADAPALENE) — UNIQUE | fda 2026-06-30 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA ANDA091427: PAROXETINE HYDROCHLORIDE (PAROXETINE HYDROCHLORIDE) — AUROBINDO PHARMA USA | fda 2026-04-06 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA ANDA090505: DOXYCYCLINE HYCLATE (DOXYCYCLINE HYCLATE) — IMPAX LABS INC | fda 2026-04-09 | 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/Longevity | 43% | |
| 0.56 | FDA NDA216964: IDVYNSO (DORAVIRINE) — MSD | fda 2026-04-20 | COD_BIO_002 An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027 Codex Research Pack | Biotech/Longevity | 50% | |
| 0.56 | FDA ANDA090517: VALPROIC ACID (VALPROIC ACID) — QUAGEN | fda 2026-04-17 | 248_030 FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times. Dave Blundin | Geopolitics | 50% | |
| 0.56 | FDA ANDA214957: GABAPENTIN (GABAPENTIN) — ASCENT PHARMS INC | 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/Longevity | 43% | |
| 0.56 | FDA ANDA214956: GABAPENTIN (GABAPENTIN) — ASCENT PHARMS INC | fda 2026-04-24 | 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/Longevity | 43% | |
| 0.56 | FDA ANDA210456: MULTIPLE VITAMINS INJECTION PEDIATRIC (PHARMACY BULK PACKAGE) (ASCORBIC ACID) — APOTEX | fda 2026-04-21 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA ANDA078947: LAMOTRIGINE (LAMOTRIGINE) — TORRENT PHARMS | fda 2026-04-10 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA ANDA091541: LOSARTAN POTASSIUM (LOSARTAN POTASSIUM) — MICRO LABS | fda 2026-04-10 | CMQ_010 True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient. Demis Hassabis | AI | 49% | |
| 0.56 | FDA ANDA078324: ESTRADIOL AND NORETHINDRONE ACETATE (ESTRADIOL) — BRECKENRIDGE PHARM | fda 2026-04-21 | COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack | Biotech/Longevity | 47% | |
| 0.56 | FDA ANDA220398: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — MANKIND PHARMA | fda 2026-04-16 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA BLA761342: TALVEY (TALQUETAMAB-TGVS) — JANSSEN BIOTECH | fda 2026-05-06 | 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/Longevity | 68% | |
| 0.56 | FDA NDA019901: ALTACE (RAMIPRIL) — KING PHARMS LLC | 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/Longevity | 50% | |
| 0.56 | FDA BLA761032: SILIQ (BRODALUMAB) — VALEANT LUXEMBOURG | fda 2026-05-07 | CMQ_010 True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient. Demis Hassabis | AI | 49% | |
| 0.56 | FDA ANDA204982: PHENTERMINE HYDROCHLORIDE AND TOPIRAMATE (PHENTERMINE HYDROCHLORIDE) — ACTAVIS LABS FL INC | 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/Longevity | 43% | |
| 0.56 | FDA NDA021343: 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/Longevity | 50% | |
| 0.56 | FDA BLA761034: TECENTRIQ (ATEZOLIZUMAB) — GENENTECH INC | 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/Longevity | 43% | |
| 0.56 | FDA ANDA217432: FAMOTIDINE (FAMOTIDINE) — LUPIN | fda 2026-05-12 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 31% | |
| 0.56 | FDA ANDA089534: SPIRONOLACTONE AND HYDROCHLOROTHIAZIDE (HYDROCHLOROTHIAZIDE) — SUN PHARM INDUSTRIES | fda 2026-05-12 | CMQ_036 SK Hynix will maintain industry HBM lead, capturing >50% of NVIDIA's total HBM procurement (HBM3E + HBM4) throughout 2026. Morgan Stanley | Semis/Memory | 68% | |
| 0.56 | FDA ANDA215217: LEVALBUTEROL HYDROCHLORIDE (LEVALBUTEROL HYDROCHLORIDE) — NEPHRON | fda 2026-05-26 | 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/Products | 62% | |
| 0.56 | FDA ANDA208002: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — AMNEAL PHARMS CO | 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/Longevity | 43% | |
| 0.56 | FDA ANDA208052: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — ZYDUS PHARMS | 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/Longevity | 43% | |
| 0.56 | FDA ANDA208433: LINAGLIPTIN (LINAGLIPTIN) — TEVA PHARMS USA | 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/Longevity | 43% | |
| 0.56 | FDA ANDA215411: SITAGLIPTIN AND METFORMIN HYDROCHLORIDE (SITAGLIPTIN, METFORMIN HYDROCHLORIDE) — INVENTIA HEALTHCARE LIMITED | 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/Longevity | 43% | |
| 0.56 | FDA ANDA213362: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — DAITO | fda 2026-05-27 | COD_BIO_002 An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027 Codex Research Pack | Biotech/Longevity | 50% | |
| 0.56 | FDA ANDA207717: OXCARBAZEPINE (OXCARBAZEPINE) — RUBICON RESEARCH | fda 2026-05-15 | CMQ_009 Altman's claim of doctor-level AI diagnostic capability within 2-3 years is 'pure nonsense' — fails to account for medical communication, diagnostic uncertainty, and ethical complexity. Demis Hassabis | AI | 46% | |
| 0.56 | FDA NDA217604: PYRIDOSTIGMINE BROMIDE (PYRIDOSTIGMINE BROMIDE) — AMNEAL | fda 2026-05-12 | COD_TECH_001 A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps Codex Research Pack | Semis | 50% | |
| 0.56 | FDA ANDA219319: GABAPENTIN (GABAPENTIN) — SENORES PHARMS | fda 2026-05-14 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA ANDA211747: OXCARBAZEPINE (OXCARBAZEPINE) — ZYDUS | 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 | AI | 46% | |
| 0.56 | FDA ANDA211747: OXCARBAZEPINE (OXCARBAZEPINE) — ZYDUS | fda 2026-05-28 | CMQ_026 NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. Jensen Huang | Semis | 83% | |
| 0.56 | FDA NDA204042: INVOKANA (CANAGLIFLOZIN) — JANSSEN PHARMS | fda 2026-06-03 | 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/Longevity | 38% | |
| 0.56 | FDA ANDA217482: CARBIDOPA AND LEVODOPA (CARBIDOPA) — RUBICON RESEARCH | 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/Longevity | 43% | |
| 0.56 | FDA ANDA220562: EPINEPHRINE (EPINEPHRINE) — HIKMA | fda 2026-05-29 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 31% | |
| 0.56 | FDA ANDA215939: OXCARBAZEPINE (OXCARBAZEPINE) — ANNORA PHARMA | fda 2026-05-28 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA BLA761061: TREMFYA (GUSELKUMAB) — JANSSEN BIOTECH | 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/Longevity | 50% | |
| 0.56 | FDA NDA021909: CHILDREN'S ALLEGRA HIVES (FEXOFENADINE HYDROCHLORIDE) — CHATTEM SANOFI | fda 2026-06-04 | 237_023 Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time. Alex Wissner-Gross | AI | 27% | |
| 0.56 | FDA ANDA077132: RISEDRONATE SODIUM (RISEDRONATE SODIUM) — TEVA PHARMS USA | 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/Longevity | 43% | |
| 0.56 | FDA BLA761458: EXDENSUR (DEPEMOKIMAB-ULAA) — GLAXOSMITHKLINE LLC | 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 | AI | 49% | |
| 0.56 | FDA ANDA219146: GADOBUTROL (GADOBUTROL) — ZENARA | fda 2026-06-08 | 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 | AI | 46% | |
| 0.56 | FDA NDA016694: DEXTROSE 10% IN PLASTIC CONTAINER (DEXTROSE) — BAXTER HLTHCARE | fda 2026-06-11 | 245_031 99% of synthetic biology focus will remain on human healthcare; similar tech applies more broadly Ben Lamm | Biotech/Longevity | 41% | |
| 0.56 | FDA ANDA213568: CEPHALEXIN (CEPHALEXIN) — AUROBINDO PHARMA | fda 2026-06-09 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.56 | FDA BLA761149: ENSPRYNG (SATRALIZUMAB) — GENENTECH | fda 2026-06-10 | COD_BIO_002 An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027 Codex Research Pack | Biotech/Longevity | 50% | |
| 0.56 | FDA ANDA218016: SOLRIAMFETOL HYDROCHLORIDE (SOLRIAMFETOL HYDROCHLORIDE) — HIKMA | 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/Longevity | 43% | |
| 0.56 | FDA ANDA208795: OXYCODONE HYDROCHLORIDE (OXYCODONE 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 | AI | 49% | |
| 0.56 | FDA ANDA207709: 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 | Education | 35% |