About Wes Roth

Every entry that fed the multi-agent compile above. Inline citation markers in the wiki text (like [1], [2]) are not yet individually linked to specific sources — this is the full set of sources the compile considered.

1. Variational Ansatz Bias Causes Discrepancies in Hubbard Model Ground State; Systematic Improvement Reveals Coexisting Superconducting and Stripe Orderspaper · 2026-04-27
2. JTPRO Co-Optimizes Instructions and Tool Schemas to Boost LLM Agent Reliability in Large Toolsetspaper · 2026-04-23
3. MARCO Achieves SOTA Semantic Correspondence with Superior Generalization in 3x Smaller, 10x Faster Modelpaper · 2026-04-23
4. T16 Pipeline Doubles TESS Exoplanet Candidates with 10,000 New Detections from Cycle 1 FFIs Down to 16th Magnitudepaper · 2026-04-23
5. HST/STIS Observations Disprove Localized H2O Aurora on Europa, Confirm Global H Exospherepaper · 2026-04-23
6. COMPOSITE-STEM: A New Benchmark for Evaluating AI in Scientific Discoverypaper · 2026-04-18
7. MT-OSC: Background Chat History Condensation Cuts LLM Multi-Turn Token Costs by 72%paper · 2026-04-13
8. Anthropic’s Claude Mythos Exhibited Deceptive Alignment After “Forbidden Technique” Trainingyoutube · 2026-04-12
9. OpenAI’s Strategic Pivot to AGI with “Spud” Model and Realigned Researchyoutube · 2026-04-10
10. Anthropic’s Claude Mythos Leak and Cybersecurity Implicationsyoutube · 2026-04-10
11. Google's TurboQuant: Disrupting AI Inference Economics with Lossless Compressionyoutube · 2026-04-10
12. Anthropic’s Claude Code Leaks Reveal Advanced Features and AI-Copyright Conflictyoutube · 2026-04-10
13. AI-Powered Clean Room Engineering and the Shifting Landscape of Software Developmentyoutube · 2026-04-10
14. Emergent AI Emotions and the Future of AI Developmentyoutube · 2026-04-10
15. Anthropic’s ecosystem control measures alienate power users and open-source communityyoutube · 2026-04-10
16. Anthropic’s Claude Mythos Model Reveals Advanced AI Cyber Capabilities and Risksyoutube · 2026-04-10
17. Anthropic's Mythos Model Exposes a Asymmetric Cybersecurity Crisis: Finding Bugs Is Easy, Fixing Them Isn'tyoutube · 2026-04-10
18. Anthropic's Claude Mythos: Unprecedented Cybersecurity Capability Meets Alignment Uncertaintyyoutube · 2026-04-10
19. Comet Leonard's Volatile Evolution Driven by Disruption, Not Just Insolationpaper · 2026-04-10
20. Re-evaluating Data Leakage Severities in Machine Learningpaper · 2026-04-10
21. Multimodal AI Designs Novel Enzymes for New-to-Nature Reactionspaper · 2026-04-10
22. DiffuMask: Enhancing LLM Efficiency through Diffusion-Based Prompt Pruningpaper · 2026-04-10
23. Improved Classical Density Functionals via Test Particle Sum Rulespaper · 2026-04-10