MacroValor Corporation Unveils Subvertio AI — The Final Generation of Silicon

AUSTIN, Texas - Nov. 8, 2025 - PRLog -- MacroValor Corporation Unveils Subvertio AI – The Last Chip Humanity Needs

Austin, Texas – MacroValor Corporation today announced Subvertio AI, a new class of processor designed to end incremental computing. Powered by the company's vast hydrogen-energy infrastructure, Subvertio AI abandons conventional limits of power and heat to reach the physical ceiling of performance.

"Every chip company keeps something back for next year," said Stephen Favis, founder of MacroValor Corporation and Favis Advanced Robotics. "We're not doing that. Subvertio AI is the terminal design of classical computing—the last chip we'll ever need to make."

For decades, the industry has advanced through small, commercialized upgrades. MacroValor's hydrogen-based power removes those constraints, allowing hardware to scale without compromise.

Subvertio AI features

• 3D-stacked tensor arrays with massive on-die SRAM.
• Optical interconnects moving data at near-light speed.
• Hydrogen micro-fluidic cooling sustaining multi-kilowatt loads.
• Integrated hydrogen regulators eliminating voltage-drop limits.

Performance Snapshot
Subvertio AI (Prototype) vs NVIDIA H200/B200 (2025)
– Process Node: 4 nm 3D-stacked vs 4 nm + 5 nm interposer
– Compute Throughput: ≈10 PFLOPS (FP8) vs ≈4 PFLOPS per GPU
– On-Package Memory: 8–12 HBM4 stacks (24 TB/s) vs 6 HBM3e (5 TB/s)
– Cooling Envelope: 3–5 kW hydrogen micro-fluidic vs 700 W liquid

Subvertio AI delivers roughly 2–3× more compute, 5× memory bandwidth, and an order-of-magnitude greater power envelope than current GPUs—maintaining equilibrium through hydrogen cooling and on-substrate power conversion.

Post-Scarcity Compute
Backed by MacroValor's sovereign energy network, Subvertio AI converts hydrogen power directly into intelligence. Instead of annual refreshes or planned obsolescence, it is a permanent computing platform—its evolution driven by software, not new silicon.

Built in America
The Subvertio Forge, now under construction, is a 100 percent U.S.- and EU-sourced semiconductor line. Every tool, chemical, and IP block comes from trusted Western suppliers. Prototype production begins 2026.

About MacroValor Corporation
MacroValor Corporation is an American energy and technology company creating sovereign, sustainable, intelligent infrastructure that unites hydrogen power, advanced computation, and national resilience.

Media Contact
Stephen Favis | 📧 steve@macrovalor.com | 🌐 https://MacroValor.com