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64,690 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 25 of 279, 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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Sim	Doc	Source	Pred	Domain	Prior
0.71	Is ai going to be self repairing?(market prob: 10%)	manifold 2026-05-25	230_038 AI will be net super-humanizing long-term despite short-term substitution effects. Alex Wissner-Gross	AI	42%
0.71	On the Limits of Token Reduction for Efficient Unified Vision Language Training	arxiv 2026-05-31	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/Compute	19%
0.71	Will Apple announce a major AI model partnership (e.g., OpenAI, Google, or Anthropic) at WWDC 2026?(market prob: 69%)	manifold 2026-06-03	235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross	AI	42%
0.71	Will OpenAI and Anthropic’s S1s be a “massacre” for AI model companies?(market prob: 18%)	manifold 2026-06-03	235_047 AI regulatory roles will be filled by Anthropic/OpenAI people bouncing back and forth (like SEC/Goldman Sachs). Dave Blundin	Geopolitics	50%
0.71	Will the price of Bitcoin be above $62,000 on June 6?(market prob: 46%)	polymarket 2026-06-04	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.71	Will the S&P500 close at 7650.00 or higher in June 2026?(market prob: 35%)	manifold 2026-06-05	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 Markets	43%
0.71	Emergent Language as an Approach to Conscious AI	arxiv 2026-06-04	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	Robotics	62%
0.71	Safe Embodied AI for Long-horizon Tasks: A Cross-layer Analysis of Robotic Manipulation	arxiv 2026-06-04	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.71	Domain-Adapted Small Language Models with Hybrid Post-Processing: Achieving Cost-Efficient, Low-Latency Multi-Label Structured Prediction via LoRA Fine-Tuning on Scarce Data	arxiv 2026-06-04	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/Compute	19%
0.71	OSCAR: Omni-Embodiment Action-Conditioned World Model for Robotics	arxiv 2026-06-03	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	Robotics	62%
0.71	PhysAgent: Automating Physics-Based 4D Synthesis via Trajectory-Grounded Multi-Agent Feedback	arxiv 2026-06-07	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	Robotics	62%
0.71	How many Starship launches will occur in 2027?	manifold 2026-06-10	246_015 Elon will launch Starship toward Mars this year (2026, cited from Elon). Elon Musk	Space	36%
0.71	ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics	arxiv 2026-06-09	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.71	Towards Responsibly Non-Compliant Machines	arxiv 2026-06-10	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	61%
0.71	Hey Chat, Can You Teach Me? Structuring Socratic Dialogue for Human Learning in the Wild	arxiv 2026-06-10	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.71	SpaceX IPO: Will Elon Musk Ring the Bell?(market prob: 0%)	polymarket 2026-06-09	246_001 SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history. Peter Diamandis	Markets/Stocks	79%
0.71	Before You Think: System 0, AI-Mediated Cognition and Cognitive Colonization	arxiv 2026-06-11	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.71	EA-WM: Event-Aware World Models with Task-Specification Grounding for Long-Horizon Manipulation	arxiv 2026-06-11	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.71	The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale	arxiv 2026-06-11	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.71	Token Complexity Theory for AI-Augmented Computing	arxiv 2026-06-10	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.71	Foundations of Practical Quantum Advantage in Quantum-Informed Machine Learning for Predicting Chaos	arxiv 2026-06-11	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.71	Will JD Vance win the 2028 US Presidential Election?(market prob: 16%)	polymarket 2025-07-08	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.71	Will Vivek Ramaswamy win the 2028 US Presidential Election?(market prob: 1%)	polymarket 2025-07-08	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.71	Will Josh Shapiro win the 2028 US Presidential Election?(market prob: 3%)	polymarket 2025-07-08	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.71	A Workflow-Oriented Framework for Asynchronous Human-AI Collaboration in Hybrid and Compute-Intensive HPC Environments	arxiv 2026-05-05	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.71	Terminus-4B: Can a Smaller Model Replace Frontier LLMs at Agentic Execution Tasks?	arxiv 2026-05-04	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/Compute	19%
0.71	Toward a Community Roadmap for High Energy Physics and Artificial Intelligence in China and Beyond	arxiv 2026-05-05	SEM_033 AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro proved new gluon scattering formulas). Alex Wissner-Gross	AI/Physics	56%
0.71	Intentmaking and Sensemaking: Human Interaction with AI-Guided Mathematical Discovery	arxiv 2026-05-07	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.71	Position: Behavioural Assurance Cannot Verify the Safety Claims Governance Now Demands	arxiv 2026-05-14	SPC_025 Critical misalignment in the AI industry: approximately 300 AI capabilities researchers for every one AGI safety researcher — extreme systemic risk as these autonomous systems are deployed into physical domains like space and embodied robotics. Leopold Aschenbrenner	AI	64%
0.71	Nvidia closes at $… in May 2026?	manifold 2026-05-17	240_001 NVIDIA to reach at least $1 trillion in bookings/revenue through 2027 Jensen Huang	Markets/Stocks	78%
0.71	Beyond Scaling: Agents Are Heading to the Edge	arxiv 2026-05-18	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.71	Projectional Decoding: Towards Semantic-Aware LLM Generation	arxiv 2026-05-28	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/Compute	19%
0.71	Learning to Choose: An Empowerment-Guided Multi-Agent System with semantic communication for Adaptive Method Selection	arxiv 2026-05-28	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.71	Will an OpenAI or Anthropic employee comment on this market first?	manifold 2026-06-01	246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis	Markets/Stocks	55%
0.71	Not All Errors Are Equal: A Systematic Study of Error Propagation in Large Language Model Inference	arxiv 2026-06-01	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/Compute	19%
0.71	SeClaw: Spec-Driven Security Task Synthesis for Evaluating Autonomous Agents	arxiv 2026-06-01	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	61%
0.71	Learning from Saturated Data: Signals Beyond Correctness for LLM Training	arxiv 2026-05-31	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/Compute	19%
0.71	Will the price of Bitcoin be above $64,000 on June 6?(market prob: 7%)	polymarket 2026-05-30	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.71	Will Bitcoin reach $65,000 on June 5?(market prob: 2%)	polymarket 2026-06-05	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.71	Vortex: Efficient and Programmable Sparse Attention Serving for AI Agents	arxiv 2026-06-04	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/Compute	19%
0.71	Microskill Architecture: A Modular Skill-Driven Framework for AI-Native Code Generation	arxiv 2026-06-04	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/Compute	19%
0.71	Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM	arxiv 2026-06-03	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/Compute	19%
0.71	Will Elon Musk be worth more than $1 Trillion, on June 12th, the IPO date of Spacex?(market prob: 78%)	manifold 2026-06-07	SPC_001 The global space industry, roughly $350 billion today, will surge past $1 trillion by 2040 — fueled by higher launch cadences, new product introductions, and mature policy support characterizing the 2026 fiscal landscape. Morgan Stanley	Space	60%
0.71	Will Bitcoin reach $65,000 on June 7?(market prob: 3%)	polymarket 2026-06-07	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.71	Twelve quick tips for designing AI-driven HPC workflows	arxiv 2026-06-05	CMQ_044 Future data-center architectures optimized for agentic workflows may require 1:2 or even 2:1 CPU-to-GPU ratio (vs historical 1:12) to prevent GPU idle-waiting. Morgan Stanley	AI/Compute	65%
0.71	SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices	arxiv 2026-06-05	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/Compute	19%
0.71	Will Bitcoin reach $65,000 on June 8?(market prob: 7%)	polymarket 2026-06-08	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.71	What milestones will Artemis 3 achieve?	manifold 2026-06-09	COD_SPC_001 Artemis III flies as an Earth-orbit HLS/EVA suit test mission in 2027, not a lunar landing Codex Research Pack	Space	44%
0.71	When Claude Mythos is released, will it have different benchmark scores reported by Anthropic than Claude Mythos Preview(market prob: 99%)	manifold 2026-06-08	246_048 Anthropic Mythos is ~5x more expensive than Opus, likely won't be widely run. Alex Wissner-Gross	AI	39%
0.71	AI Scientists Are Only as Good as Their Evidence: A Stratified Ablation of Proprietary Data and Reasoning Skills in Drug-Asset Valuation	arxiv 2026-06-08	CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin	Markets/Stocks	52%