The Scenarionist - Where Deep Tech Meets Capital

The Scenarionist - Where Deep Tech Meets Capital

DeepTech Briefing

⚛️ Factory-Grade Fission and Waste Solutions; 🌋 Geothermal Expands the Map; 🤖 AI Runs EDA and Health Ops; 🛰️ Reusable Reentry Closes the Space Supply Chain & more | Deep Tech Briefing n. 90

Weekly Intelligence on Deep Tech Startups and Venture Capital.

Giulia Spano, PhD's avatar
Giulia Spano, PhD
Dec 07, 2025
∙ Paid

Welcome back to Deep Tech Briefing!

This week, we move from Marvell’s balance-sheet engineering around AI photonics to a wider pattern of reindustrialization: sovereign LPs in chip tools, district geothermal, quantum alliances, and PE using aerospace as a buyout engine for deep tech.

Deep Tech Briefing Stack:

  1. Interesting Reading – our collection of readings that are worth sitting with.

  2. The Big Idea – a critical inflection, unpacked into a strategic view.

  3. Deep Tech Key Moves – field intelligence on this week’s most important moves.

  4. Signal in the Data – the one chart that should change how you see deep tech this week.

  5. Deep Tech Power Play – where regulation, incentives, and influence redraw the opportunity set in deep tech.


🔶 Interesting Reading

  • AI fast-tracks chocolate reformulation amid cocoa crisis FoodNavigator — How major brands are using domain-specific models to redesign recipes in weeks instead of years, protecting margins and brand equity through the cocoa shock.

  • As Energy Department prioritizes AI and fusion, basic research faces squeeze Science — Inside the U.S. DOE budget reshuffle: more money and political attention for AI, exascale, and fusion demos, and mounting pressure on the investigator-led basic research that feeds the deep tech pipeline.

  • Could evergreen funds provide the exit GP stakes investors want PitchBook — How evergreen vehicles could give GP-stakes investors cleaner exits, recycling cash from dividend-rich franchises instead of forcing sales into a soft secondaries market.

  • Nvidia, Qualcomm join Indian deep tech startup investment alliance Global Corporate Venturing — Why major chip vendors are helping India build a serious early-stage pipeline in semis, space, quantum, and robotics, not just consumer apps.

  • Saudi AI Startup Launches Arabic LLM AI Business — An LLM built in Saudi Arabia and tuned for Arabic, with concrete use cases in government, finance, and healthcare—useful lens on “model sovereignty” outside the West.

  • Europe can be a global technology leader—if it removes barriers to innovation AgFunderNews — Europe isn’t short of research or capital, but slow approvals and opaque rules risk pushing the most ambitious agrifood and deep tech projects elsewhere.

  • AI credit concerns playing out differently in investment grade and high yield, Goldman says Reuters — The AI buildout is now a credit story: issuance tied to data center capex is rising, performance is under pressure, and the risk profile looks very different in investment grade versus high yield.

  • AI startup Cohere CEO says US holds edge over China in AI race Reuters — For Aidan Gomez, the real contest is who becomes the trusted provider of AI infrastructure; today, the U.S.–Canada bloc still looks like the default partner for many advanced democracies.

  • Biotech Wasn’t Ready for AI’s Speed; Here’s How We Catch Up Bioprocess Online — A practical checklist for AI-native biotech: where algorithms outrun lab work, CMC, and regulators, and how to stop “AI-found molecules” from remaining just slideware


🔸 The Big Idea:

Balance-Sheet Darwinism: How Marvell Is Recycling Legacy Segments into AI Photonics

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