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AI Infrastructure · Custom internal software (Helix, Warp Speed) is the operating system that determines company speed and success
now playing · AI Infrastructure
Brain-Computer Interfacestailwindscore 9/10max hodak
BCI is a longevity healthcare story with unprecedented effect sizes, not just AI adjacency
Neural engineering directly interfaces with the brain as a computer, bypassing intractable biology problems to deliver large, reliable therapeutic effects like restoring vision or motor fun…
Brain-Computer Interfacestailwindscore 9/10max hodak
BCI is a longevity story with larger effect sizes than pharma
Hodak frames neural engineering as a healthcare/longevity play rather than AI-adjacent, arguing that direct neural stimulation produces dramatic clinical effects (e.g., DBS enabling cursive…
AI Infrastructuretailwindscore 8/10max hodak
Custom internal software (Helix, Warp Speed) is the operating system that determines company speed and success
Speed of iteration separates startup success from failure, and speed is determined by boring infrastructure like purchasing, hiring, and performance review systems; building bespoke tools l…
AI in Healthcaretailwindscore 8/10max hodak
AI agents transform regulatory compliance from bottleneck to speed
Quality system compliance — historically a months-long manual process of mapping standards to evidence — is now accelerated by AI agents that can rapidly identify applicable standards and g…
AI Infrastructuretailwindscore 8/10max hodak
Custom internal software beats ERPs when AI agents can build it
Max Hodak argues that building bespoke internal tools (like Science's Helix platform) creates a compounding speed advantage over buying generic ERP systems, and that AI coding agents now ma…
Longevity & Agingtailwindscore 8/10max hodak
BCI as radical longevity: the brain is the only organ you cannot transplant
Hodak positions neural interfaces as the ultimate longevity technology because the brain defines identity and cannot be replaced; preserving or restoring its function extends healthy lifesp…
AI Drug Discoverytailwindscore 7/10max hodak
Protein engineering (opsins) relaxed hardware constraints on retinal implant
Science's protein engineering team developed more light-sensitive opsins, allowing dimmer LEDs and solving thermal/power constraints — demonstrating how biological engineering can substitut…
AI Applicationstailwindscore 7/10max hodak
AI agents transform regulatory compliance and coding for deep tech companies
AI coding agents and regulatory analysis agents turn months-long compliance work into rapid processes, making 'AI-native' infrastructure a multiplier for scientific teams rather than a repl…
AI Coding Agentstailwindscore 7/10max hodak
AI has replaced nearly all coding at Science in six months
Hodak states he hasn't looked at source code in six months because AI coding agents have become so capable, suggesting a fundamental shift in software development productivity for technical…
Advanced Manufacturingtailwindscore 7/10max hodak
SpaceX and Tesla's Warp Speed shows custom manufacturing software wins
Hodak cites SpaceX and Tesla's internal Warp Speed platform as proof that companies growing up around bespoke manufacturing/R&D software achieve efficiency unattainable with commercial tool…
Venture Capitaltailwindscore 7/10max hodak
Raise twice the cost of your next value inflection experiment, not what VCs think is reasonable
Founders should calculate the actual cost to run the next critical experiment, raise 2x that amount, and push for profitability sooner to escape the 'money cancer' of perpetual fundraising…
Venture Capitaltailwindscore 7/10max hodak
Raise 2x the cost of your next value inflection experiment
Hodak advises founders to calculate the actual cost of running the next key experiment (not the whole company), then raise double that amount, noting some ideas are only fundable at $50M or…
Robotics & Physical AIriskscore 7/10max hodak
Implant packaging and low-power electronics are the hard frontiers in BCI
The body constantly attacks implanted materials (no truly passive surfaces), making hermetic packaging a materials science challenge; simultaneously, thermal/power limits force compute off-…
Semiconductorstailwindscore 6/10max hodak
Low-power electronics frontier critical for next-gen neural implants
Hodak identifies low-power circuit design as a key bottleneck: implants must minimize heat and power draw to avoid tissue damage, pushing the frontier of ultra-low-power wireless communicat…