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 50 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.

Source0 selected · 0 visible
Bulk action
SimDocSourcePredDomainPrior
0.58
FDA ANDA091427: PAROXETINE HYDROCHLORIDE (PAROXETINE HYDROCHLORIDE) — AUROBINDO PHARMA USA
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%
0.58
FDA ANDA215575: ANDA215575 ((unspecified)) — QILU PHARM HAINAN
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 BLA761298: PAVBLU (AFLIBERCEPT-AYYH) — AMGEN INC
fda
2026-04-28
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA219509: PREDNISOLONE (PREDNISOLONE) — TP ANDA HOLDINGS
fda
2026-04-27
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA211491: DAPAGLIFLOZIN AND METFORMIN HYDROCHLORIDE (DAPAGLIFLOZIN) — SUN PHARM
fda
2026-05-21
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA071130: HALOPERIDOL (HALOPERIDOL) — AIPING PHARM INC
fda
2026-04-08
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 ANDA205756: METHYLPHENIDATE HYDROCHLORIDE (METHYLPHENIDATE HYDROCHLORIDE) — RISING
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%
0.58
FDA ANDA211545: DAPAGLIFLOZIN (DAPAGLIFLOZIN) — ALKEM LABS 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%
0.58
FDA NDA216718: SKYCLARYS (OMAVELOXOLONE) — BIOGEN US
fda
2026-04-07
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA216327: DILTIAZEM HYDROCHLORIDE (DILTIAZEM HYDROCHLORIDE) — SCIEGEN PHARMS
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 ANDA213405: LENALIDOMIDE (LENALIDOMIDE) — TORRENT
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 ANDA220314: SEMAGLUTIDE (SEMAGLUTIDE) — APOTEX INC
fda
2026-04-07
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA060469: TETRACYCLINE HYDROCHLORIDE (TETRACYCLINE HYDROCHLORIDE) — IMPAX LABS
fda
2026-04-17
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 ANDA205519: ATORVASTATIN CALCIUM (ATORVASTATIN CALCIUM) — SCIEGEN PHARMS
fda
2026-04-28
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 ANDA218558: BRIMONIDINE TARTRATE (BRIMONIDINE TARTRATE) — MICRO LABS
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%
0.58
FDA ANDA207740: OMEPRAZOLE (OMEPRAZOLE) — DR REDDYS
fda
2026-04-29
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 ANDA207740: OMEPRAZOLE (OMEPRAZOLE) — DR REDDYS
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%
0.58
FDA ANDA218148: ATROPINE SULFATE (ATROPINE SULFATE) — MANKIND PHARMA
fda
2026-05-07
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA BLA761195: VYVGART (EFGARTIGIMOD ALFA) — ARGENX BV
fda
2026-05-08
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 BLA125554: OPDIVO (NIVOLUMAB) — BRISTOL MYERS SQUIBB
fda
2026-05-12
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 BLA761468: HEPCLUDEX (BULEVIRTIDE-GMOD) — GILEAD SCIENCES INC
fda
2026-05-22
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
247_041
AI-powered drugs have 85% phase 1 success vs 52% traditional
Peter Diamandis
Biotech/Longevity55%
0.58
FDA ANDA220043: VORICONAZOLE (VORICONAZOLE) — HAINAN POLY PHARM
fda
2026-05-29
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%
0.58
FDA ANDA077120: CARBIDOPA AND LEVODOPA (CARBIDOPA) — APOTEX INC
fda
2026-05-28
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.58
FDA BLA761069: IMFINZI (DURVALUMAB) — ASTRAZENECA UK LTD
fda
2026-05-28
247_029
OpenAI Foundation's cure for Alzheimer's could spawn a trillion-dollar pharma company
Alex Wissner-Gross
Biotech/Longevity38%
0.58
FDA ANDA220137: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — SOMERSET THERAPS LLC
fda
2026-06-03
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 ANDA218405: SITAGLIPTIN AND METFORMIN HYDROCHLORIDE (SITAGLIPTIN, METFORMIN HYDROCHLORIDE) — MANKIND PHARMA LTD
fda
2026-05-21
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 NDA220442: XOCOVA (ENSITRELVIR) — SHIONOGI
fda
2026-05-29
IND_020
Massive 'rerating' of Biotech industry — by 2026, generative biology achieves its 'De Novo' moment where an AI-designed drug candidate triggers multi-billion-dollar partnerships; AI expands Total Addressable Market (TAM) of gene editing by 100x, moving...
Morgan Stanley
Biotech/Longevity36%
0.58
FDA NDA220482: NDA220482 ((unspecified)) — HAISCO PHARMACEUTICAL GROUP CO LTD
fda
2026-05-29
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 ANDA219395: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — SPECGX LLC
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 ANDA215485: RAMELTEON (RAMELTEON) — HIBROW HLTHCARE
fda
2026-06-04
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA BLA761458: EXDENSUR (DEPEMOKIMAB-ULAA) — GLAXOSMITHKLINE LLC
fda
2026-06-10
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 ANDA204603: 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 ANDA214209: SUMATRIPTAN (SUMATRIPTAN) — CIPLA
fda
2026-06-12
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.58
FDA ANDA214209: SUMATRIPTAN (SUMATRIPTAN) — CIPLA
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%
0.58
FDA ANDA077567: DIVALPROEX SODIUM (DIVALPROEX SODIUM) — MYLAN
fda
2026-06-12
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.58
FDA ANDA204246: FYREMADEL (GANIRELIX ACETATE) — SUN PHARM
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 ANDA040517: METHADONE HYDROCHLORIDE (METHADONE HYDROCHLORIDE) — 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%
0.58
FDA ANDA204037: OXYCODONE HYDROCHLORIDE (OXYCODONE 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%
0.58
FDA ANDA090535: OXYCODONE AND ACETAMINOPHEN (ACETAMINOPHEN) — SUN PHARM INDS 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 ANDA202097: FENTANYL-100 (FENTANYL) — KINDEVA
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 ANDA209624: BOSUTINIB (BOSUTINIB MONOHYDRATE) — MSN
fda
2026-06-12
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%
0.58
FDA ANDA202104: MORPHINE SULFATE (MORPHINE SULFATE) — UPSHER SMITH LABS
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 ANDA203601: OXYMORPHONE HYDROCHLORIDE (OXYMORPHONE HYDROCHLORIDE) — AVANTHI 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%
0.58
FDA NDA214044: QDOLO (TRAMADOL HYDROCHLORIDE) — ROSEMONT
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 ANDA091607: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — SUN PHARM
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 ANDA210175: OXYMORPHONE HYDROCHLORIDE (OXYMORPHONE HYDROCHLORIDE) — ASCENT PHARMS 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%
0.58
FDA ANDA211484: LEVORPHANOL TARTRATE (LEVORPHANOL TARTRATE) — ACERTIS 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 ANDA202075: TRAMADOL HYDROCHLORIDE (TRAMADOL HYDROCHLORIDE) — STRIDES PHARMA
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 ANDA217596: LACOSAMIDE (LACOSAMIDE) — PROD DEVELOPMENT
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%