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▶ 10:20 · $XMTR · Harrison sees Xometry's manufacturing marketplace flywheel inflecting with AI and reshoring tailwinds
episode briefing
Antonio Linares

Nuclear Energy, US Manufacturing and Building Conviction w/Harrison

2026-01-22 · 7 company · 6 thematic
sentiment
7 bull0 bear0 neu
speakers
harrison

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.

antonio linares

Antonio Linares runs a concentrated six-stock portfolio plus micro investments, focusing on 'singularity scalers' — companies with proprietary data moats that compound value via AI scaling laws. He bought Palantir at ~$7, held through 2022-2024 drawdowns, and teaches a course on modern value creation processes. His framework emphasizes betting early on extraordinary companies, holding forever, and learning from concentrated mistakes.

quote
“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 essentially it's a it's a platform model. So marketplace for on…”
—harrison
now playing · $XMTR
$DEEP-VISIONbullish· medium· posharrison
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 f…
$XMTR···bullish· highharrison
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…
$NFLX···bullish· high· posantonio linares
Antonio Linares bullish on Netflix: AI-driven iteration speed and gross margin expansion to engulf media industry
Netflix leverages natural language feedback and AI coding (Claude Code) to exponentially increase feature iteration speed; gross margins expanding 2.5% annually despite ubiquitous…
$SPOT···bullish· high· posantonio linares
Antonio Linares sees Spotify mirroring Netflix AI iteration advantage in audio/video convergence
Spotify building abstraction layer to 'speak features into existence' via AI coding, dramatically accelerating iteration; moving into video as Netflix moves into podcasts, both en…
$DUOL···bullish· high· posantonio linares
Antonio Linares compares Duolingo to 'baby Netflix' with same genetic blueprint for education disruption
Duolingo follows Netflix's playbook: obsession with user engagement, iterative product cycles alternating quality/profitability, massive TAM in education as AI disrupts legacy sch…
$MISO-ROBOTICSbullish· lowharrison
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.
$NXT···bullish· high· posharrison
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 renewa…