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Discoveries Archive

AI + 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

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Computer Science + AI + MathematicsAug 24, 2026Evaluation Score: 66%

Synthetic Traffic Generation Improves Detection of Anomalous Cryptographic Handshakes

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer 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

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Biology + Computer Science + AIOther BiomedicalAug 21, 2026Evaluation Score: 71%

UCB outperforms Expected Improvement in mRNA sequence multi-objective optimization

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer 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

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Materials + 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

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Computer 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

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Computer Science + Finance + AI + Formal VerificationMultiple SclerosisAug 11, 2026Evaluation Score: 64%

Symbolic reasoning reduces AI hallucinations in financial compliance systems

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + AI + Mathematics + EconomicsAug 11, 2026Evaluation Score: 61%

Hardware-Constrained AI Agents Stabilize Distributed Pulsar Timing Networks

EVP available

Source: AegisMind Research

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Quantum + AI + Mathematics + PhysicsAug 10, 2026Evaluation Score: 63%

Quantum optimization cuts coalition deviation in pulsar timing arrays

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Mathematics + 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

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Computer 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

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Computer Science + Economics + AIAug 5, 2026Evaluation Score: 68%

Self-auditing LLMs reduce financial AI bias by 40% with logic verification

EVP available

Source: AegisMind Research

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AI + 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

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Computer Science + Climate + AIJul 30, 2026Evaluation Score: 68%

Formal verification prevents AI tool misuse in hydrogen production systems

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + AI + MathematicsJul 27, 2026Evaluation Score: 68%

Memory noise destabilizes tool use in autonomous AI agents

EVP available

Source: AegisMind Research

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Physics + Computer Science + AIJul 26, 2026Evaluation Score: 74%

Polychromatic Passive-Media Optical Reservoir Computing at Room Temperature

EVP available

Source: AegisMind Research

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Computer Science + Materials + Economics + AIJul 26, 2026Evaluation Score: 70%

AI-Driven Electrolyzer Monitoring Optimizes Green Hydrogen Market Stability

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + Economics + AIJul 26, 2026Evaluation Score: 71%

Self-Auditing LLMs Reduce Financial Decision Sycophancy and Errors

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Computer Science + AI + Machine LearningJul 26, 2026Evaluation Score: 64%

Floating-point precision limits constrain agentic AI context windows

EVP available📖 Literature-assessed (LLM)

Source: AegisMind Research

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Physics + Computer Science + AIJul 26, 2026Evaluation Score: 73%

Polychromatic Optical Scattering as Physical Reservoir Computer

EVP available

Source: AegisMind Research

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Quantum + Computer Science + Physics + AIMay 15, 2026Evaluation Score: 72%

Machine Learning Optimizes Wave-Based Quantum Algorithm Dispatch

EVP available

Source: AegisMind Research

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Biology + Medicine + Computer Science + AIAntimicrobial ResistanceMay 9, 2026Evaluation Score: 73%

Machine Learning Predicts Antibiotic Resistance Evolution in Real-Time Cultures

EVP available

Source: AegisMind Research

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Computer Science + Physics + AIApr 12, 2026Evaluation Score: 69%

Quantum Subspace Diagonalization Boosts Robust Machine Learning

EVP available

Source: AegisMind Research

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