Validations Queue

79,555 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 108 of 173, 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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SimDocSourcePredDomainPrior
0.59manifold
2026-06-14
248_004
Launching 40,000 V3 Starlinks requires only 3 Starship launches per week over 3 years.
Peter Diamandis
Space58%
0.59manifold
2026-06-14
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.59manifold
2026-06-16
SEM_047
At 200,000-GPU scale, orchestration becomes a literal 'battle against entropy' — single cosmic-ray-flipped transistor can derail 100k-GPU training run.
Jimmy Ba
AI/Hardware71%
0.59manifold
2026-06-14
238_058
Abundance X-Prize to deliver housing, food, energy, connectivity for $250/month in 6-7 years
Salim Ismail
Macro/Economy33%
0.59manifold
2026-06-17
238_009
Recursive self-improvement is already happening now (no longer three years out)
Alex Wissner-Gross
AI78%
0.59manifold
2026-06-18
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.59manifold
2026-06-18
231_052
Gap between AI-paced world and legacy world will grow really wide - maybe forever.
Dave Blundin
Macro/Economy50%
0.59manifold
2026-06-18
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.59manifold
2026-06-17
SEM_030
S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).
Mike Wilson
Capital Markets43%
0.59manifold
2026-06-17
S_RECESSION_2027
NBER recession declared 2027
macro_recession30%
0.59manifold
2026-06-20
232_006
YouTube will win from AI video content proliferation as everyone produces resonant content.
Peter Diamandis
Media/Ads51%
0.59manifold
2026-04-29
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.59manifold
2026-04-27
231_019
Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years.
Alex Wissner-Gross
Other39%
0.59manifold
2026-04-25
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59manifold
2026-04-25
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.59manifold
2026-04-24
242_007
Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value
Prediction markets
Markets/Stocks45%
0.59manifold
2026-04-23
FUT_022
Massive resurgence in North American industrialization 2026-2031 driven by geographic + demographic insulation of United States + Mexico — permanent systemic withdrawal from trans-Pacific and trans-Atlantic economic dependencies; aggressive 'de-risking...
Peter Zeihan
Macro/Economy72%
0.59manifold
2026-04-30
248_023
Ternary (sub-bit) parameter precision will be optimal for AI models.
Dave Blundin
AI50%
0.59manifold
2026-04-29
AUT_017
Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin...
Jimmy Ba
AI65%
0.59manifold
2026-04-27
COD_SPC_004
Europa Clipper completes Earth gravity assist in December 2026
Codex Research Pack
Space48%
0.59manifold
2026-05-02
247_027
Frontier AI spend will reach order of $1 trillion per year on a single vendor
Alex Wissner-Gross
AI39%
0.59manifold
2026-05-01
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.59manifold
2026-05-01
S_HUMANOID_MASS_2033
Humanoid R4: 10M+ cumulative by Dec 2033
humanoid_deployment10%
0.59manifold
2026-04-27
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.59manifold
2026-05-03
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59manifold
2026-05-03
236_017
Rampant social unrest will occur during 2-year window if nothing is done quickly
Dave Blundin
Macro/Economy50%
0.59manifold
2026-05-03
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.59manifold
2026-05-04
INF_056
Helion will supply OpenAI with 5 gigawatts of fusion electricity by 2030 (roughly 100 Helion 50-MW reactors, equivalent to ~73% of Grand Coulee Dam) — a 100x step-up from Helion's existing Microsoft commitment.
Sam Altman
Energy46%
0.59manifold
2026-05-04
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.59manifold
2026-05-04
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.59manifold
2026-05-04
SEM_018
SMIC (China) projected at only 100,000 wafers/month of advanced-process capacity by 2026 — severe constraint forcing algorithmic bypasses.
SMIC (All-In Podcast analysis)
Semis47%
0.59manifold
2026-05-04
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.59manifold
2026-05-04
SPC_022
'2026 will be for AI in science what 2025 was for AI in software engineering' — a transition from AI as coding assistant to acting as scientific sparring partner: generating novel hypotheses, analyzing vast datasets, and dramatically accelerating R&D c...
Kevin Weil
AI41%
0.59manifold
2026-05-05
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.59manifold
2026-05-04
INF_001
Reaching AGI by 2027 will require deployment of hundreds of millions of AI GPUs — forcing total mobilization of US industrial capacity for semiconductor fab and data-center shell construction.
Leopold Aschenbrenner
AI48%
0.59manifold
2026-05-05
TK10
$100T Sovereign Debt Crisis
12%
0.59manifold
2026-05-04
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.59manifold
2026-05-07
238_023
Neural nets will be 100x bigger at end of 2026 than at beginning (already in the bag)
Dave Blundin
AI49%
0.59manifold
2026-05-07
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets63%
0.59manifold
2026-05-07
CMQ_034
HBM will remain in structural shortage through at least 2027 — shortage extends multi-year despite aggressive fab expansion.
Morgan Stanley
Semis/Memory84%
0.59manifold
2026-05-09
FUT_009
Wars 2026-2031 pivot decisively from ideological struggles to brutal localized conflicts over critical physical inputs — specifically energy, copper, and agricultural fertilizers. Global geopolitical map fractures into highly regionalized spheres of in...
Peter Zeihan
Geopolitics42%
0.59manifold
2026-05-10
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59manifold
2026-05-11
232_024
San Francisco will become capital of the solar system in about 10 years if trends continue.
Alex Wissner-Gross
Macro/Economy34%
0.59manifold
2026-05-12
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.59manifold
2026-05-13
232_013
Recursive self-improvement loops likely to go live in the next 12 months; 2026 will be the most consequential year for humanity.
Jimmy Ba
AI47%
0.59manifold
2026-05-13
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59manifold
2026-05-13
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59manifold
2026-05-14
236_031
Wealth concentration will pick up as firms have fewer workers
Andrew Yang
Macro/Economy51%
0.59manifold
2026-05-17
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59manifold
2026-05-18
FUT_022
Massive resurgence in North American industrialization 2026-2031 driven by geographic + demographic insulation of United States + Mexico — permanent systemic withdrawal from trans-Pacific and trans-Atlantic economic dependencies; aggressive 'de-risking...
Peter Zeihan
Macro/Economy72%