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harrison

T2 · manager / operator

Community member and course graduate who publishes deep-dive research on Substack. Has completed 16 deep dives focusing on principles-based investing in platform models, nuclear energy, and advanced manufacturing. Emphasizes systematic conviction-building through repeated analysis and 'Christian style' stress-testing of theses.

4 calls·4 names·100% bull·last heard 8 months ago·Antonio Linares
track recordleaderboard →
hit rate
50%
avg alpha
+11.3pp
scored
2

top calls

best measured alpha vs SPY, then highest conviction · one per company
1st+30.9pp vs SPY
$XMTRXometry

Harrison sees Xometry's manufacturing marketplace flywheel inflecting with AI and reshoring tailwinds

Xometry's two-sided marketplace for on-demand manufacturing builds a data flywheel from every quote and route; hiring exclusively from platform companies (Uber, Etsy) signals deep understanding of network effects; expanding verticals (aerospace/defense) and benefiting from tariff-driven supply chain shifting; financials show FCF/share converging to zero with revenue hockey-sticking.

Antonio Linares2026-01episode →
2ndhigh conviction
$NXTNextTrackerposition

Harrison holds large position in NextTracker (now Next Power) as first deep dive

Solar tracker company benefiting from data center power demand and domestic manufacturing tailwinds; first deep dive after course, principles-based thesis on land-efficient renewable energy for data centers.

Antonio Linares2026-01episode →
3rdmedium conviction
$DEEP-VISIONDeep Visionposition

Harrison backs pre-IPO nuclear startup Deep Vision for data center power

Deep Vision's borehole reactor design uses earth's pressure for containment, enabling 70-80% cost reduction and 6-month deployment vs years for traditional nuclear; 12.5 GW LOIs from data centers in Texas, Utah, Kansas; DOE fast-tracked for July reactor test.

Antonio Linares2026-01episode →

most discussed · click a bar to filter

  • $XMTR
  • $NXT
  • $MISO-ROBOTICS
  • $DEEP-VISION

recurring themes

  • Nuclear Energy1
  • Advanced Manufacturing1
  • Grid & Power Infrastructure1
  • Robotics & Physical AI1
4 total
$XMTR
···
Xometry
HIGHharrison·Antonio Linares·8 months ago·Nuclear Energy, US Manufacturing and Building Conviction w/Harrison
Harrison sees Xometry's manufacturing marketplace flywheel inflecting with AI and reshoring tailwinds
Xometry's two-sided marketplace for on-demand manufacturing builds a data flywheel from every quote and route; hiring exclusively from platform companies (Uber, Etsy) signals deep understanding of network effects; expanding verticals (aerospace/defense) and benefiting from tariff-driven supply chain shifting; financials show FCF/share converging to zero with revenue hockey-sticking.
"Yeah, this one I'd love your thoughts on it as well. And I know kind of in our in our community thread. I think it's Santiago had some interesting feedback as an engineer, but ess…"
10:20
$NXT
···
NextTracker
HIGHharrison·Antonio Linares·8 months ago·Nuclear Energy, US Manufacturing and Building Conviction w/Harrison· position
Harrison holds large position in NextTracker (now Next Power) as first deep dive
Solar tracker company benefiting from data center power demand and domestic manufacturing tailwinds; first deep dive after course, principles-based thesis on land-efficient renewable energy for data centers.
"I'd probably say um Next Tracker is a fairly large position for me. Iron's a >> Yeah, it was the first first deep dive. Um called now called Next Power. Um same ticker though."
46:45
$MISO-ROBOTICS
Miso Robotics
LOWharrison·Antonio Linares·8 months ago·Nuclear Energy, US Manufacturing and Building Conviction w/Harrison
Harrison highlights Miso Robotics' robotic fry cook deployed at White Castle nationwide
Specialized robotics application (Flippy fry cook) already deployed at scale in White Castle locations, demonstrating practical robotics adoption in labor-intensive food service.
"And there's this company again private, but I think it's called like Flippy or no, Miso Robotics. And it's a it's a robotic fry cook, and I think they're in like White Castles nat…"
45:48
$DEEP-VISION
Deep Vision
MEDharrison·Antonio Linares·8 months ago·Nuclear Energy, US Manufacturing and Building Conviction w/Harrison· position
Harrison backs pre-IPO nuclear startup Deep Vision for data center power
Deep Vision's borehole reactor design uses earth's pressure for containment, enabling 70-80% cost reduction and 6-month deployment vs years for traditional nuclear; 12.5 GW LOIs from data centers in Texas, Utah, Kansas; DOE fast-tracked for July reactor test.
"Yeah, I mean I think Deep Vision it was an unusual one for me. Probably still is unusual. It's not yet publicly listed. Um they filed in September so I think you know hopefully yo…"
0:30
8
Nuclear Energytailwind
Borehole reactors offer scalable, low-footprint nuclear for AI data center power demand
Next-gen nuclear startups like Deep Vision and Oklo use mile-deep boreholes where earth provides containment, enabling 70-80% cost reduction, 6-month deployment, and 2-3 acre footprint for 1.5 GW data centers; DOE fast-tracking 11 companies including Deep Vision for July reactor test.
8
Advanced Manufacturingtailwind
Manufacturing marketplace platforms (Xometry) harness spare capacity with AI flywheels amid reshoring tailwinds
Xometry's two-sided marketplace builds data flywheel from every quote/route, hiring from platform companies (Uber, Etsy) to master network effects; expanding from custom manufacturing into aerospace/defense verticals; tariff-driven supply chain shifting increases demand for flexible domestic manufacturing; financials inflecting with FCF/share convergence and revenue acceleration.
7
Grid & Power Infrastructuretailwind
Data center power crisis driving novel nuclear solutions with borehole reactors as scalable alternative to traditional plants
AI data center power demand (1.5 GW+ facilities) requires dense, rapid-deployment energy; borehole nuclear (Deep Vision) uses oil/gas drilling tech to place reactors 1 mile down, leveraging earth for containment/pressure, enabling 6-month build vs 5-7 years, 70-80% cost reduction, minimal land use; DOE fast-tracking signals regulatory path.
6
Robotics & Physical AItailwind
Specialized robotics (Miso Robotics fry cook) achieving scale deployment; humanoid robots to query AI winners for education/healthcare
Miso Robotics' Flippy fry cook deployed nationwide at White Castle proves specialized robotics viability; long-term humanoid robots will interface with dominant AI platforms in education (Duolingo) and healthcare to deliver services physically, creating massive value capture for digital winners.