Validations Queue

65,257 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 54, 50 rows by similarity. Adjudicating updates doc_node_links.reviewed=true with the chosen polarity, writes per-link rows to audit_log, and removes the row from this queue. Phase 4 inference will use confirmed corroborates/contradicts links as Bayesian evidence.

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Bulk auto-confirm by similarity threshold

Confirm or label (corroborates / contradicts) all unreviewed links above a similarity threshold in one transaction. Each affected row writes a per-link audit_log entry. Capped at 1,000 links per call. Use Preview first.

Source0 selected · 0 visible
Bulk action
SimDocSourcePredDomainPrior
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/Longevity36%
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/Longevity36%
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/Longevity36%
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/Longevity36%
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/Memory24%
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/Products71%
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/Longevity36%
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
Semis87%
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/Longevity36%