The Scenarionist - Where Deep Tech Meets Capital

The Scenarionist - Where Deep Tech Meets Capital

DeepTech Briefing

🧪 AI Molecule Factories Spin Up; ⚛️ Genesis Mission Targets Science; 🛰️Space Prospects Critical Minerals; 🧵Textiles Close the Loop & more | Deep Tech Briefing n. 89

Weekly Intelligence on Deep Tech Startups and Venture Capital.

Giulia Spano, PhD's avatar
Giulia Spano, PhD
Nov 30, 2025
∙ Paid

Welcome back to Deep Tech Briefing — the weekly space by The Scenarionist where we analyze the key events of the week shaping Deep Tech Private Markets.

Greetings!

On one side of the ledger: crowded model launches, familiar logos trimming headcount, investors quietly marking down the flashiest “AI-adjacent” bets. On the other: grids straining under new loads, industrials trying to squeeze kilowatt-hours and basis points out of every process, governments writing playbooks that treat compute, chemistry, and critical materials as one interconnected system.

That second side is where the real cap table changes are starting.

This week’s signals rhyme: national initiatives that fuse AI with scientific data and lab capacity; long-dated plans to lock in low-carbon fuels for planes and ships; infrastructure money flowing into ports, rail, Arctic routes, and mineral supply chains that don’t all route through the same two choke points. Add multi-hour storage built from industrial gases, green steel in towns that used to just ship ore, geothermal under European streets, and second-life batteries finding real customers, and the pattern is hard to ignore. Markets are slowly re-rating anything that looks like infrastructure for an AI-heavy, resource-constrained world.

Underneath it all sits a quieter bottleneck.

Every new cathode, alloy, coating, solvent, polymer, and bio-based feedstock starts as a molecule someone has to design and synthesize. That step is still slow, expensive, and dependent on scarce experts and distant suppliers. The constraint isn’t imagination; it’s turning designs into real, testable matter fast enough to match what models can generate and policy now demands.

At the center of this week’s briefing is an AI-native “molecule factory”: an automated lab and software stack that treats synthesis as a programmable service. If it’s even directionally right on speed, cost, and reliability, it shifts who owns the tempo of innovation in batteries, materials, pharma, and industrial chemistry—and which regions can quietly re-shore the highest-value parts of the stack.

Around that core, we track the rest of the puzzle: concrete moves across defense, space, energy, storage, mobility, buildings, and circularity where industrial leverage is migrating; a data signal on how AI is being wired into efficiency and sustainability targets inside real factories; and policy plays in North America, Europe, and Asia that will decide who gets privileged access to compute, corridors, and critical materials.

For builders and backers in deep tech, not knowing which companies, charts, and policy texts sit behind those themes this week is like flying 2026 with a 2022 map. The rest of this Deep Tech Briefing is about updating that map before everyone else does.

Enjoy the read!

- Giulia

✨ For more, see Membership | VC Guides | Insights | Rumors | Exit


The Deep Tech Briefing Stack:

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

  2. The Big Idea – the rabbit hole you’ll actually be glad you went down.

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

  4. Signal in the Data – a chart that changes how the numbers look.

  5. Deep Tech Power Play – the policy and power shifts behind the deal flow.


🔶 Interesting Reading

  • Who’s shrinking in the middle of the AI boom? A live ledger of 2025 tech layoffs TechCrunch — A running list of who’s cutting, where, and by how much—doubling as an early-warning system for weakening business models and a sourcing map for suddenly “unlocked” senior talent.

  • Sonar, subsea drones and defense budgets: the Kraken Robotics puzzle Seeking Alpha — A small Canadian supplier sitting on navy-grade sonar, batteries and autonomy—interesting not just as a stock, but as a case study in how niche deep tech becomes strategically unavoidable.

  • How a 5.6m-person country built a deep tech flywheel Tech Funding News — Finland’s 15 unicorns, research density and Slush “infrastructure” read like a playbook: what happens when universities, policy and capital actually pull in the same direction for deep tech.

  • When climate science is in the room, but not at the table Financial Times — Inside story of how climate science was softened and sidelined at the highest levels—essential context if your climate or energy thesis assumes that “the science” will translate cleanly into policy.

  • If AI rhymes with the shale boom, who really gets paid? Axios — A useful historical mirror: massive capex, uneven returns, geopolitical winners and exhausted investors—what the shale cycle suggests about how this wave of AI infrastructure could actually age.

  • Formula One as a live-fire cyber range Axios — When millisecond data, IP and reputation are all on the line every race weekend, you get a very sharp picture of what “secure performance” means for the next generation of robots, factories and defense systems.

  • Yttrium goes from footnote to fulcrum Discovery Alert — A quiet rare earth tied to lasers, ceramics and advanced alloys suddenly reprices and starts to move project economics—worth a look for anyone whose hardware assumptions quietly depend on cheap, stable materials.

  • Nuclear’s new power brokers: billionaires, politics and unfinished reactors The Washington Post — A tour through the corner of nuclear where access and alignment matter as much as engineering—raising uncomfortable questions about who will actually shape the next wave of fission projects.

  • The 49 US AI startups that cleared the $100M bar in 2025 TechCrunch — A clean snapshot of where late-stage AI capital is concentrating: infra vs application, repeat rounds, and the names most likely to show up on corp dev shortlists over the next 12–24 months.

  • The quiet AI trade hiding in industrial tech Nasdaq — Industrial software, mapping and power electronics using AI to tune the physical world, not just generate text—an interesting counterweight to the usual names if you care more about cashflows than demos.


Inside Deep Tech Exits, Engineered | The Scenarionist

Nov 27
Inside Deep Tech Exits, Engineered | The Scenarionist

What advanced materials and rare earth recycling exits reveal about underwriting risk, negotiating leverage, and building strategically inevitable companies.

Read full story

🔸 The Big Idea:

What molecules will you synthesize today?

The next step-change in chemical margins may come from who owns the AI molecule factories.

Modern industry quietly depends on synthetic chemistry. Advanced batteries, semiconductor materials, lightweight composites, specialty coatings,

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