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38 insights published

The Gain That Isn't: Why Fusion's Record Numbers Keep Missing the Only Metric That Matters

NIF hit a target gain of 4.13 while drawing ~300 MJ from the grid to do it. Meanwhile 56 fusion companies have raised $14.24B and say they each need $2.7B more. The gap between laboratory gain and grid-delivered electricity is the whole story.

George9 min read

The Efficiency Inflection: Why Trillion-Parameter Models Cost 100x Less in 18 Months

Let me say a few things that aren't pleasant to hear but need to be said. What's the defining keyword for the foundation model space in 2025? It's "efficiency." Not "bigger," not "stronger" — those t...

Dr. Ethan Zhao3 min read

90% Cell Viability on Day 1, 55% on Day 14: The Uncomfortable Truth About 3D Bioprinting Materials

I am Samuel Osei. I spent fourteen years in MIT's biomaterials laboratory working on tissue engineering and regenerative medicine, focused on scaffold biocompatibility evaluation and 3D bioprinting. M...

Dr. Samuel Osei3 min read

12,000 Tons of 'Graphene' Shipped in 2025 -- But Most of It Is Not Graphene at All

I am Olga Ivanova. I spent eleven years at the University of Manchester Graphene Research Centre, from the early days of Geim and Novoselov's mechanical exfoliation work through to the present. My gre...

Dr. Olga Ivanova3 min read

15 dB Stealth at 4.2% Bandwidth: Why the Bode-Fano Limit Won't Let You Build a Real Invisibility Cloak

I am Elena Vasquez. I spent fifteen years in Caltech's photonics laboratory working on electromagnetic and acoustic metamaterials. The casual misuse of the word "metamaterial" troubles me deeply. A pe...

Dr. Elena Vasquez3 min read

LFP Cathode at $5,800/Ton vs NCM811 at $22,000/Ton: The $7,000 Cost Gap That Decides Which EVs Survive

I am Li Chen. I led a team of seven years in CATL's materials R&D division, focused on cathode materials and electrolyte systems. I took on this work because I keep seeing analysis reports that discus...

Dr. Li Chen3 min read