Validations Queue

47,884 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 1 of 3, 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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SimDocSourcePredDomainPrior
0.72github_release
2026-05-06
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.71github_release
2026-02-05
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.71github_release
2026-05-21
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.71github_release
2026-04-23
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-04-16
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-04-03
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-05-04
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-04-09
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-05-19
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-04-08
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-02-07
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-05-22
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2026-03-18
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.70github_release
2025-11-24
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-04-14
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-03-16
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-06-05
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-04-07
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-02-19
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-02-17
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-04-10
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-02-18
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.69github_release
2026-06-06
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-01-13
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2019-02-27
ROB_013
Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g...
Jimmy Ba
Robotics62%
0.69github_release
2026-02-18
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2025-11-18
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-05-29
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-05-06
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.69github_release
2026-05-13
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.69github_release
2026-05-19
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.68github_release
2023-10-13
240_020
New architecture won't map to current NVIDIA architecture; will create next Anthropic/OpenAI
Dave Blundin
AI46%
0.68github_release
2026-04-13
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.68github_release
2026-04-07
246_050
Anthropic will release compressed/distilled version of Mythos quickly after initial release.
Dave Blundin
AI50%
0.68github_release
2026-05-28
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.68github_release
2026-05-04
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.68github_release
2026-03-18
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.68github_release
2026-02-05
247_060
Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Dave Blundin
AI50%
0.68github_release
2026-05-05
246_030
DeepSeek V4 will NOT shock markets like prior DeepSeek releases.
Alex Wissner-Gross
Markets/Stocks34%
0.68github_release
2026-05-06
247_060
Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Dave Blundin
AI50%
0.68github_release
2026-05-29
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.68github_release
2026-05-04
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.68github_release
2026-05-13
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.68github_release
2025-11-19
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.68github_release
2026-04-23
246_047
Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.
Peter Diamandis
AI76%
0.68github_release
2026-02-05
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.68github_release
2026-04-08
247_060
Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Dave Blundin
AI50%
0.68github_release
2026-02-05
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.68github_release
2024-09-30
CYB_009
Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par...
David Holz
AI77%
0.68github_release
2026-05-06
246_047
Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.
Peter Diamandis
AI76%
0.68github_release
2026-05-06
CYB_029
Corporate API providers will increasingly restrict third-party agent harnesses (exemplified by Anthropic's April 2026 ban of OpenClaw) — this structural conflict highlights the precarious nature of building autonomous enterprises atop proprietary APIs,...
Anthropic
AI80%
0.68github_release
2026-05-05
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.68github_release
2026-02-07
246_047
Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.
Peter Diamandis
AI76%
0.68github_release
2024-10-16
CYB_009
Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par...
David Holz
AI77%
0.68github_release
2024-10-07
CYB_009
Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par...
David Holz
AI77%
0.68github_release
2026-02-18
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.67github_release
2026-03-31
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.67github_release
2026-02-25
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.67github_release
2026-05-29
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.67github_release
2026-04-16
246_047
Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.
Peter Diamandis
AI76%
0.67github_release
2026-03-04
235_037
Auto-regressive transformers and diffusion models will consolidate into one unified architecture.
Alex Wissner-Gross
AI35%
0.67github_release
2019-05-30
CYB_009
Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par...
David Holz
AI77%
0.67github_release
2024-03-15
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.67github_release
2026-05-29
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2026-06-06
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2026-05-04
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2026-04-23
240_020
New architecture won't map to current NVIDIA architecture; will create next Anthropic/OpenAI
Dave Blundin
AI46%
0.67github_release
2026-04-01
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.67github_release
2026-04-08
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2026-04-03
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2025-11-24
238_028
Anthropic plugins will enable market-by-market disruption (could short stocks and announce plugins)
Emad Mostaque
Markets/Stocks31%
0.67github_release
2025-11-19
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.67github_release
2025-11-18
247_060
Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Dave Blundin
AI50%
0.67github_release
2026-02-25
246_047
Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.
Peter Diamandis
AI76%
0.67github_release
2026-01-29
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.67github_release
2026-06-03
229_042
Figure believes there will be a single omni-model fusing language, vision, action, memory — not multiple specialized neural nets per task.
Brett Adcock
AI40%
0.67github_release
2026-04-09
247_060
Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Dave Blundin
AI50%
0.67github_release
2023-10-20
S_HUMANOID_CONSUMER_2030
Humanoid R3: 1M+ consumer by Nov 2030
humanoid_deployment20%
0.67github_release
2023-10-13
240_021
Post-transformer architecture will be even more specialized than GPUs
Alex Wissner-Gross
AI35%
0.67github_release
2026-06-03
235_037
Auto-regressive transformers and diffusion models will consolidate into one unified architecture.
Alex Wissner-Gross
AI35%
0.67github_release
2026-05-05
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2026-04-23
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2026-03-16
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.67github_release
2022-10-28
240_021
Post-transformer architecture will be even more specialized than GPUs
Alex Wissner-Gross
AI35%
0.67github_release
2023-10-20
ROB_013
Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g...
Jimmy Ba
Robotics62%
0.67github_release
2026-05-19
247_060
Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Dave Blundin
AI50%
0.67github_release
2026-05-22
CMQ_058
Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency.
Alex Finn
AI/Compute59%
0.67github_release
2026-06-06
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.67github_release
2026-04-07
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.67github_release
2026-03-18
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2026-02-19
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2024-07-11
CMQ_030
In the modern AI pipeline, the CPU no longer merely supports the model — it drives the model (agentic workloads invert historical CPU:GPU ratio).
Jensen Huang
AI/Compute34%
0.67github_release
2026-05-29
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.67github_release
2026-05-29
247_060
Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Dave Blundin
AI50%
0.67github_release
2026-04-07
231_001
Anthropic model family is closest to embodying the singularity and recursive self-improvement today.
Alex Wissner-Gross
AI41%
0.67github_release
2025-11-24
246_047
Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.
Peter Diamandis
AI76%
0.67github_release
2025-11-18
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.67github_release
2026-02-05
CMQ_056
Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency.
Dario Amodei
AI/Compute19%
0.67github_release
2024-01-31
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.67github_release
2026-05-04
247_060
Anthropic will win over OpenAI via better/smarter AI regardless of installed base
Dave Blundin
AI50%