The OPTIM Update

Bogdan Cristei
  • 5.0 (1)
  • TECHNOLOGY

Deep conversations with the founders, investors, and operators building real-world AI - robotics, automation, industrial systems & AI infrastructure. Past the headlines, into how these technologies are really built, deployed, and scaled. Hosted by Bogdan Cristei, venture partner and former systems engineer.

Episodes

  1. 4D AGO

    Useful Now: The Case for Application-Specific Robots | Arjun Subramaniam of Factory Intelligence

    Arjun Subramaniam is the founder and CEO of Factory Intelligence - a physical AI company training tactile foundation models for industrial manipulation. He's toured 70+ factories, deployed robots on real shop floors, and is making the contrarian bet that application-specific systems beat humanoids and general-purpose foundation models right now. His first workcell has eight robots building electrical outlets for $3/hour. We cover:00:00 - Intro00:44 - What 70 factory visits taught him about deployment vs. demos02:47 - No SLA in a research paper - why factories are a different game04:23 - Why he put a packaging machinery veteran in the COO seat06:34 - The "Useful Now" thesis and where the robotics narrative is wrong08:53 - The Tesla vs. Waymo parallel for robotics10:01 - You can't buy your way into a large enough manipulation dataset10:27 - Why vision alone isn't enough for industrial tasks12:54 - The pen-in-a-bin problem: why vision-only models are too slow14:37 - Why robotics is not like LLMs - there is no single scaling law16:32 - The application-specific full-stack quadrant: why no one else is here17:12 - Best version of the model-first argument - and how he pushes back19:50 - What happens to humanoids if "Useful Now" works21:56 - Inside an electrical prefab shop - what actually happens in there23:53 - Prefab-Cell-E1: eight robots, $3/hour, 9x productivity24:44 - What "tailing an outlet" means - the actual task, step by step28:01 - Wire-bending model generalizing to colors it was never trained on29:16 - The integration trap: why custom fixtures wreck margins31:29 - When do you know deployment economics actually work32:08 - The data flywheel: why 50% success rate is the threshold33:29 - Touch is filling the gap where vision saturated35:14 - Combining neural nets with classical control - and why both matter37:44 - The world action model: image, proprioception, tactile, action, all in39:39 - You can't buy your way to multimodal data from the internet40:42 - If this works: data centers on the moon Factory Intelligence: https://factoryintelligence.com The OPTIM Update covers real-world AI, automation, robotics, industrial systems and AI Infrastructure for founders, investors, and operators. Subscribe: https://www.optim.vc

    42 min

  2. APR 16

    Why the World's Most Advanced Factories Are Still Flying Blind | Jared O'Leary, SirenOpt

    Jared O'Leary, Co-Founder and CEO of SirenOpt, breaks down why even the world's most advanced factories are still flying blind - and what a physics breakthrough out of UC Berkeley is doing about it. We cover what advanced manufacturing actually is and why it's different from anything most people picture, the sensing gap that's been gating progress for decades, and what cold atmospheric plasma reveals about a material that no other instrument can. Then we get into the commercial reality - who's already deployed, how the business model works, and why the data moat gets harder to close with every passing month. Jared co-invented the core technology at UC Berkeley alongside his co-founder and CTO Ali Mesbah, a tenured professor who left to build SirenOpt. Their customers include Tier-1 manufacturers across turbines, batteries, and semiconductors in North America, Europe, and Asia. Learn more about SirenOpt: https://www.sirenopt.com Volta Foundation presentation mentioned by Jared:https://youtu.be/a4aW8uxGMQk?si=MGQJI7hNhzzf5pfH The OPTIM Update covers real-world AI, automation, robotics, and AI Infrastructure for founders, investors, and operators. Subscribe: https://www.optim.vc

    47 min

  3. MAR 17

    Why Heavy Industrial Work Demands a Different Kind of Robot | Gary Chen & Conley Oster, Raise Robotics

    Gary Chen and Conley Oster are co-founders of Raise Robotics - they build mobile manipulators for construction sites, steel fabrication facilities, and shipyards. Environments where the work is genuinely dangerous, the labor shortage is acute, and the dominant solution being pitched to investors right now - humanoid robots - may be fundamentally the wrong answer. In this episode we cover: What it actually feels like to spend a day on a heavy industrial job siteWhy humanoid form factor is the wrong frame for most of these applicationsThe self-driving car parallel: we didn't solve autonomous driving by putting a robot in a taxiWhy "simple" tasks like drawing a line or drilling a hole are deceptively complexThe tribal knowledge problem - losing the human LLMs built over decades on job sitesWhat a job site looks like in 2030The shipbuilder who got 2 applicants for "welder" and thousands for "robot welding technician"Raise Robotics: https://raiserobotics.ai/ The OPTIM Update covers real-world AI, automation, robotics, and AI Infrastructure for founders, investors, and operators. Subscribe: https://www.optim.vc

    42 min

  4. MAR 6

    How AI Models for Robotics Are Really Built, Deployed, and Sold | Dr. Asad Tirmizi, Trener Robotics

    Dr. Asad Tirmizi, Co-Founder and CEO of Trener Robotics, breaks down the full lifecycle of AI in industrial robotics. We cover how models are actually built - the training pipelines, the data, and what separates people who've done it from people who've read about it. Then we get into deployment reality - what happens when AI hits a real factory floor. And we close with the part nobody wants to discuss - how do you actually sell this stuff through integrators and OEMs. Asad previously worked at Vicarious (acquired by Google) and ByteDance's robotics program. Trener recently raised a $32M Series A co-led by Engine Ventures and IAG Capital Partners to scale their Acteris platform - a robot-agnostic AI skills platform that works across ABB, Universal Robots, FANUC and others. Learn more about Trener Robotics: https://trener.ai The OPTIM Update covers real-world AI, automation, robotics, and AI Infrastructure for founders, investors, and operators. Subscribe: https://www.optim.vc

    49 min
  • 4 Episodes

About

Deep conversations with the founders, investors, and operators building real-world AI - robotics, automation, industrial systems & AI infrastructure. Past the headlines, into how these technologies are really built, deployed, and scaled. Hosted by Bogdan Cristei, venture partner and former systems engineer.

Information

  • Creator
    Bogdan Cristei
  • Years Active
    2K
  • Episodes
    4
  • Rating
    Clean
  • Copyright
    © 2026 OPTIM Ventures
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    The OPTIM Update