Blog
Insights on cross-disciplinary research, AI-powered science intelligence, and the future of scientific discovery.
AI Alignment in 2026: The 10 Open Problems
A technical overview of the 10 hardest unsolved problems in AI research — from alignment and hallucination to embodied AI and data quality. Where we stand, what's changed, and why each problem matters.
10 Unsolved Problems in Nuclear Fusion (2026)
A clear-eyed look at the ten major engineering and physics challenges standing between today's fusion experiments and a working power plant. No hype — just the science.
How AI Detects Scientific Breakthroughs Before They Happen
A technical deep-dive into how DeepScience uses multi-agent AI architecture, cross-pollination detection, and Tree of Thoughts validation to identify high-impact scientific connections before the research community notices them.
The Science of Treatment-Resistant Depression: What We Know in 2026
A comprehensive look at treatment-resistant depression research in 2026 — from failed SSRIs to ketamine, psilocybin, brain stimulation, biomarkers, and computational psychiatry approaches.
What is Cross-Domain Research Intelligence?
Cross-domain research intelligence uses AI to find unexpected connections between scientific disciplines. Learn why the biggest breakthroughs happen at the intersection of fields — and how multi-agent systems detect them.