CEO & Cofounder @Dexerspeed Empowering the hands-on workforce everywhere, and anything AI.

Joined January 2009
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Pinned Tweet
16 Jun 2024
Been hooked on this notion since 2014. Agree! "Universal AI agents via an app on your phone (or glasses) with the ability see, hear and understand the world as you view it will have a profound impact on our personal and professional lives in the very near future." @paulroetzer
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AI doomers are in shambles over this one this robot drives through California strawberry fields at night and does the job pesticides used to do, with NO chemicals at all it shines UV light on the plants, which fries the mites, mold, and mildew that normally get sprayed with pesticide. then a vacuum on the back sucks the remaining bugs right off the leaves that's it, just light and suction, no poison, running while everyone sleeps so you get healthier food, no chemicals soaking into what you eat, and no human stuck spraying poison by hand all day there's genuinely nothing to hate here. so if you still find a way to, that's a you problem this is the entire optimistic case for AI better quality of life, healthier food, people freed from brutal work that wrecks their bodies now run the same play across every domain > robots inspecting bridges so nobody has to dangle off one > AI reading every scan so cancer gets caught 3 years early > machines taking the dangerous, poisonous, back-breaking jobs another W for the AI optimists
autonomous robot driving through the field at night. no chemicals. no pesticides. just UV light killing pathogens and pests while everyone sleeps. this is @tricrobotics. this is what chemical-free pest control looks like at scale.
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Contrary to what Anthropic hopes to achieve, we’re going to make the USA become the leader of Opensource AI Bookmark this for the future
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People don’t yet understand the importance of world models. Gemini will pull ahead and win very soon.
bullish on Gemini
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Great clip

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Ages 5 to 10 is the only window in human development where the brain's recording system is fully online but the filtering system hasn't been installed yet. The hippocampus, the brain structure responsible for encoding episodic memories, reaches functional maturity around age 5. Before that, you're in what neuroscientists call childhood amnesia. The average human can't retrieve a single episodic memory from before age 4.7. Your brain was recording, but in a format it would later overwrite. Around 5, the dentate gyrus finishes pruning to adult-level synaptic density and the trisynaptic circuit that links hippocampal subfields goes fully operational. You can now encode a scene, bind it to a time and place, and store it for decades. But here's what makes 5 to 10 different from every age that follows. The prefrontal cortex, which handles habituation and novelty filtering, won't reach maturity until your early twenties. So for roughly five years, you have an adult-grade memory encoder paired with zero ability to tune anything out. Every hotel lobby, every ocean wave, every airport terminal is arriving at full sensory bandwidth with no compression algorithm. Vacations stack every variable that strengthens memory encoding. Novel environment. Emotional arousal. Multi-sensory input. Spatial navigation through unfamiliar terrain. A 7-year-old on a beach trip is running all five at maximum intensity simultaneously, writing to a hard drive that just came online. After 10, prefrontal maturation starts filtering. By adulthood, you need increasingly extreme novelty to generate the same encoding strength. That's why your twentieth vacation blurs but the one trip your parents took you on at age 8 plays back in full resolution forty years later. The brain wasn't designed to remember vacations. It was designed to map novel environments during a critical learning window. Family trips just happen to be the most concentrated dose of novelty most children in developed countries will ever receive.
🚨: Study shows the most unforgettable childhood memories are family vacations between ages 5 to 10.
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Replying to @garrytan
“ai will kill bullshit jobs” sounds clean until you remember the whole education and corporate pipeline was built to manufacture people for exactly those jobs. we trained them to obey process. now we’re shocked they don’t behave like lone geniuses.
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AI transformation is just a cooler way of saying data engineering, process mapping, change management and intelligent automation.
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Nail, Meet Hammer.
Replying to @AnatoliKopadze
Nailed it, and it’s already the case, even more so.. A solo entrepreneur who truly masters AI can do the work of 20 people in a traditional company… and even match a team of 5 dedicated AI specialists working together. Teams inevitably lose huge productivity to communication overhead and constant alignment. The leverage for the individual has never been higher.
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go MCI KC!
Just observing what I see .. judging by the Airport you clearly know the World Cup is in Kansas City .. Seattle, you get an idea the World Cup will be there, but not as much of a show as it is at KCI (or MCI)
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Missing the days of playing and just needing one extra quarter to stay in the flow. #pong #loveclaude #Buyextrausage
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Bruce Rasa retweeted
I LOVE this. Crown Center - Stadium complex #KansasCity #Royals
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Paperclip has faced some skepticism for being org-chart based Won't the infinite, all-knowing agents create their own organizational structures? Isn't the org chart anachronistic? Let me give you "7 Reasons why human org Charts Help Agents Run Things (CHART)" Starting with..
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Great way to frame it !
the craziest part now is that the modern computer probably has to be entirely reinvented, from scratch. pretty much like how jobs & co brought apple ii to market. like not improved. not given a chatbot sidebar or something but really from the ground up like the iphone redefined what it meant to be a pocket computer. the current paradigm for computers was built around a human staring at a screen, moving a cursor, opening apps, managing windows, naming files, remembering where things live, & manually translating intent into interface actions. that made sense when the human was the runtime. but in an ai native world, it starts to look kinda ridiculous. you can see this ridiculousness when you use computer use agents… they are useful sure, but they’re also obviously transitional. they’re teaching ai to operate machines designed for humans, which is clever, but also kind of absurd. it’s like making a robot hand so it can use a doorknob instead of asking why the door needs a knob at all. yes i know humans also need to use a door knob, but maybe in the future humans don’t need to use a computer, or at least what we think of a computer today at all. this all leads to some interesting questions: - what is a file when the system understands context? - what is an app when intent can route itself? - what is a desktop when work can be decomposed, executed, monitored, & summarized by agents? - what is a browser when the agent can retrieve, compare, transact, & remember? - what is an operating system when the primary user is no longer just a person, but a person plus a swarm of delegated intelligences? or no person at all. the old computer assumed navigation. the new computer has to assume a new kind of intention. the old computer organized information. the new computer has to try to organize agency. we’re still in the hacky middle stage at the moment with sidebars, copilots, agents clicking through legacy ui, & automation layers sitting on top of 40 year old metaphors. the new computer is likely one where memory, context, identity, permissions, tools, agents, & interfaces are native primitives. this means desktop, mobile, browser, apps, files, folders deserves another first principles look.
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Bruce Rasa retweeted
Over the last 2 days, I’ve thought more about the Royals Crown Center stadium and have put my thoughts about the entire project into a blog post. I believe momentum exists and that this will create a unique experience found nowhere else in the country. thekcpulse.com/2026/04/24/mo…
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Terrific framing
there's a trillion dollar company to be built that's bigger than anthropic or google the context layer for humanity
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