Climate + Computer Science + Economics + AIOct 5, 2026Evaluation Score: 69%
Bayesian optimization of solar-wind hydrogen plants for industrial heat decarbonization
EVP available
Source: AegisMind Research
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AllAIBiologyChemistryClimateComputer ScienceDrug DiscoveryEcologyEconomicsEngineeringEvolutionary BiologyFinanceFormal VerificationImmunologyMachine LearningMaterialsMathematicsMedicineMicrobiologyNeurosciencePhysicsQuantumSpace Systems
Research programme
Computer Science + AI + EconomicsOct 5, 2026Evaluation Score: 71%
Energy-Metered Blockchain Agents Optimize Secure Software Auditing
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + AI + MathematicsOct 5, 2026Evaluation Score: 68%
Threshold signatures prevent unauthorized AI agent tool-use and sandbox escapes
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + AIOct 5, 2026Evaluation Score: 68%
Repulsive Boundaries Suppress Hallucination Cascades in Collaborative AI Agents
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + Physics + AIOct 5, 2026Evaluation Score: 69%
Hardware-Enforced Resource Limits for Autonomous Scientific Microscopy Agents
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + Medicine + AIOther BiomedicalOct 1, 2026Evaluation Score: 68%
Temporal Backdoors Compromise Spiking Neural Network Drug Screening Models
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + AI + MathematicsSep 14, 2026Evaluation Score: 73%
Autonomous LLM agents discover post-quantum cryptography side-channel vulnerabilities
EVP available
Source: AegisMind Research
Read full discoveryEconomics + Computer Science + AISep 4, 2026Evaluation Score: 61%
Physics-constrained agents reduce energy market manipulation by 40%
EVP available
Source: AegisMind Research
Read full discoveryAI + Climate + EconomicsAug 30, 2026Evaluation Score: 62%
AI agents with cryptographic verification reduce wildfire risk via decentralized sensing
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryComputer Science + Mathematics + AIAug 24, 2026Evaluation Score: 67%
RFC Security Mandates and TLS Vulnerability Rates - Not Measurable With Public Data
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryBiology + Computer Science + AIOther BiomedicalAug 21, 2026Refuted by computation
UCB outperforms Expected Improvement in mRNA sequence multi-objective optimization
EVP available✗ Computationally refuted
Source: AegisMind Research
Read full discoveryComputer Science + Biology + AIOther BiomedicalAug 17, 2026Evaluation Score: 68%
Symbolic ODE Discovery Recovers Hidden Regulatory Logic in Single Cells
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryMaterials + Computer Science + Chemistry + AIOther BiomedicalAug 15, 2026Evaluation Score: 64%
Entropy-gated Hamiltonian learning for efficient alloy catalyst discovery
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryComputer Science + Chemistry + Materials + AIOther BiomedicalAug 15, 2026Evaluation Score: 70%
Heterogeneity biomarkers predict when entropy-weighted reinforcement learning accelerates catalyst discovery
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryComputer Science + Finance + AI + Formal VerificationMultiple SclerosisAug 11, 2026Evaluation Score: 62%
Symbolic reasoning reduces AI hallucinations in financial compliance systems
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryMathematics + Computer Science + AI + Economics + PhysicsAug 8, 2026Evaluation Score: 61%
Conversational AI Agents Align Multi-Stakeholder Energy Decisions via Game Theory
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryComputer Science + Mathematics + AIAug 6, 2026Evaluation Score: 61%
Linear Logic Cuts Proof Search Cost in Neuro-Symbolic Loop Verification
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryComputer Science + Economics + AIAug 5, 2026Evaluation Score: 68%
Self-auditing LLMs reduce financial AI bias by 40% with logic verification
EVP available
Source: AegisMind Research
Read full discoveryAI + Biology + Computer ScienceOther BiomedicalAug 1, 2026Evaluation Score: 75%
Neuro-symbolic compliance monitors reduce false positives in rare gene discovery
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryPhysics + Computer Science + AIJul 26, 2026Evaluation Score: 76%
Polychromatic Passive-Media Optical Reservoir Computing at Room Temperature
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + Economics + AIJul 26, 2026Evaluation Score: 71%
Self-Auditing LLMs Reduce Financial Decision Sycophancy and Errors
EVP available📖 Literature-assessed (LLM)
Source: AegisMind Research
Read full discoveryComputer Science + AI + Machine LearningJul 26, 2026Refuted by computation
Mantissa, not dynamic range, limits bf16 long-context attention
EVP available✗ Computationally refuted
Source: AegisMind Research
Read full discoveryPhysics + Computer Science + AIJul 26, 2026Evaluation Score: 73%
Polychromatic Optical Scattering as Physical Reservoir Computer
EVP available
Source: AegisMind Research
Read full discoveryQuantum + Computer Science + Physics + AIMay 15, 2026Evaluation Score: 72%
Machine Learning Optimizes Wave-Based Quantum Algorithm Dispatch
EVP available
Source: AegisMind Research
Read full discoveryBiology + Medicine + Computer Science + AIAntimicrobial ResistanceMay 9, 2026Evaluation Score: 73%
Machine Learning Predicts Antibiotic Resistance Evolution in Real-Time Cultures
EVP available
Source: AegisMind Research
Read full discoveryComputer Science + Physics + AIApr 12, 2026Evaluation Score: 69%
Quantum Subspace Diagonalization Boosts Robust Machine Learning
EVP available
Source: AegisMind Research
Read full discovery