Research lane
AI infrastructure & power
Power delivery, cooling, data-center infrastructure and supplier capacity.
Deep-tech supply-chain research
Follow the constraint, then verify the evidence.
Open research on AI infrastructure, robotics, aerospace and space, critical materials and nuclear supply chains. Start with the bottleneck, inspect the source-backed company evidence, then test capacity and financial exposure.
Dated source review · 18 October 2026
What is known, and what needs proof next?
Confirmed Q3 release dates for Vertiv, GE Vernova and Howmet; engineering evidence and unresolved supplier-volume questions for Allient, TDK and Rockwell. No unreported results or assumed qualification.
Research lane
Robotics & physical AI
Motion, sensing, power, materials and manufacturing constraints behind humanoid hardware.
Research lane
Aerospace & space delivery
Qualified manufacturing, launch cadence and delivery capacity across aerospace and space.
Research lane
Critical materials & nuclear
Processing, qualification, enrichment and hard-to-expand supply layers.
Canonical bottleneck pages
Living reference pages
Use these durable system pages behind recurring headlines. Each page separates the current constraint, evidence hierarchy, release signals and monthly update checklist.
Latest evidence notes
Recent source-backed constraint updates
Follow the newest operating evidence before moving to the longer field guides.
- Bloom Energy: financing capacity is the start of the delivery test · Reviewed 21 October 2026
- Credo: the next interconnect test is qualification and shipment · Reviewed 21 October 2026
- TSMC: capital approval is not qualified packaging capacity · Reviewed 21 October 2026
- GE Vernova: Power demand meets a multi-year capacity ramp
- SK hynix: U.S. HBM packaging hub in Indiana
- Energy Fuels + ASM: Rare-earth integration moves downstream
- Rocket Lab: Delivered mission and materials dependency
- TSMC: August revenue and the packaging-capacity evidence gap
Research field guides
Test demand, delivery and financial conversion with these open English guides.
- Bloom Energy: financing capacity is the start of the delivery test
- Credo: the next interconnect test is qualification and shipment
- TSMC: capital approval is not qualified packaging capacity
- Who Actually Makes Money From Humanoid Robots?
- An NVIDIA Partnership Doesn’t Automatically Mean Revenue
- Why Record Backlog Can Still Disappoint Investors
- How to Find the Suppliers Behind an AI Data Center
- A Great Company Can Be a Bad Investment at the Wrong Price
- AI Data Centers: Power Ordered Is Not Power Delivered
- How to Read Backlog Without Fooling Yourself
- Aerospace Manufacturing: Why Adding Machines Does Not Add Capacity
- GE Vernova: From Equipment Orders to Operating Power
- Howmet Aerospace: Can Qualified Output Keep Up With Demand?
- Supplier, Partner or Just a Theme Stock?
- A Real Bottleneck Can Still Be an Expensive Stock
- NVIDIA: Data Center Revenue Is Not Humanoid Revenue
- ASML: What a Backlog Snapshot Can and Cannot Tell You
- ASML: What Growth Does Your Entry Valuation Require?