trying to make a positive impact; VP watsonx Platform Engineering and Open Innovation at IBM

Joined May 2007
743 Photos and videos
Strongest of strong agree. Related, I also suggest Rodney Mullen’s talk “on getting up again” The best skateboarders fall down the most? Why? Because they try the hardest tricks and tricks that haven’t been done before and thus fall down the most. youtu.be/DBbmNAZWq-E?si=qzzF…

Mike Brown shares a simple but powerful definition of winning in life. "Even if you don't have the quote unquote ultimate success that you think you deserve - if you get knocked down in life and you're able to get back up and keep fighting - that's a fricking win." "Most of our guys have probably had to go through that. But I think most people in the world have to go through it." Success isn't always the result - sometimes it's just refusing to stay down. It's choosing to endure, get back up, and keep fighting. Successful people are relentless. (🎥SNY )
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Bill Higgins retweeted
Wrote up my initial impressions of Claude Fable 5 - it has a big model smell: slow, expensive and capable of crunching through pretty much everything I threw at it simonwillison.net/2026/Jun/9…
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Concentration of power, capabilities and economic wealth is the biggest risk in AI. We need open science and open-source more than ever!
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If you've adopted AI at your company but haven't seen any tangible results, read this 1990 article: "The Dynamo and the Computer" by Paul David. When electricity first arrived, factories that "adopted" it barely got faster. They just swapped the steam engine for an electric one and ran everything else exactly as before: same machine layout, same workflow, same management. Electricity in, no real gains out. The most common mistake with any new technology is to drop it into the old organization and then declare the transformation done. The real leap came decades later, when each machine got its own small motor. Suddenly machines no longer had to be lined up around one central drive shaft. They could be rearranged around the actual flow of work. The productivity gains didn't come from electricity. They came from REDESIGNING THE ENTIRE FACTORY around it. AI is the same. Bolting it onto your existing process gets you a faster steam engine. The payoff comes when you redesign the work itself. (link to paper in comments)
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I was given a sneak peak at some badass SDD content by my good friend @BillHiggins and now I have something to prove. Architecture is a writing skill. Stack reasoning is the thinking underneath it. The LLM is the execution layer. Now I'm testing all three, publicly. 12 weeks, 5 phases and my app podme.netlify.app is the proving ground. The app store is the finish line. week 1 starts now. 🧵 #buildinpublic Follow along here or on linkedin. (links below).

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This is so true. What people fail to realize is that when new technology tools become available, they tend to be used to create new capabilities up the stack, while down the stack, archaeological layers of technology remain.
Token costs are why there will be no saas apocalypse / good dev tools are cached intelligence for agents! The popular theory goes: agents can write code, so they'll just rebuild every tool from scratch and hit raw APIs. no more dev tools, no more CLIs, no more software layers. just agents and endpoints! We just tested this and the data says the opposite. We benchmarked Claude Code and Codex on real Hugging Face Hub tasks (~1,000 graded runs), with two setups: the agent-optimized hf CLI vs the agent hand-rolling curl or SDK calls from scratch. Hand-rolling burns up to 6x more tokens on multi-step tasks and fails more often (84% vs 94% task success). And that's just dropping one abstraction layer. It would obviously be orders of magnitude more tokens and a dramatically higher failure rate if the agent tried to bypass HF altogether and rebuild model hosting, versioning, and distribution from scratch. Every time an agent re-derives a workflow from raw API calls, you pay for that reasoning in tokens. every single run. a good CLI compresses that entire chain into a few high-level commands the agent can't get wrong. In a world where everyone is complaining tokens are too expensive, abstraction is leverage: thousands of hours of design decisions your agent doesn't have to re-reason about at inference time. Good tools are cached intelligence for agents! So no, agents won't rebuild everything from scratch. they'll gravitate to the most token-efficient tools, because that's what their owners pay for. The software that survives won't just be accessible to agents, it will be accurate and cheap for them to drive. We're seeing it happen with HF, which is becoming the platform for agents to use AI: ~49M requests in just two months, and growing fast! huggingface.co/blog/hf-cli-f…
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This Knicks season for me compares to the suspense and dominance of The 1986 @Mets a team HARD TO KILL . I don’t even remember a moment coming close maybe the Giants over The Patriots in New York Sports the past 40 years
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"Cognitive surrender is when you stop thinking altogether and blindly accept the answer the AI gives you"
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Easiest $300 I spent all year. There are also less expensive and free options. This is great leadership on the part of @CharlotteAlter and highly aligned with my views on AI. Cc @timoreilly @toddlew @nicolefv @jonobacon
The AI backlash is here. But great movements can’t just be AGAINST something, they have to be FOR something. That’s why I’m building the New Humanism Project. I’ll be covering the people working to build a future that is of humans, for humans, and by humans. Join me! open.substack.com/pub/charlo…
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"Life speeds up after 25 - Every year goes by faster & faster" While this CAN be true...few realize it's 100% optional There is a way to dramatically: > slow down time perception > Ride an upward spiral of AWE & Bliss > Experience 100x more novel stimuli than you would when in your default state of mind (Even if you're in a place you've been 10,000x before) What is the default state of mind? It's subtly projecting a "known" past onto the unknowable present Tangibly this feels like that dull "this shit again" adult creep that makes life feel dissatisfying This is a PROCESS that activates whenever we're not actively tuning into the present moment A process that creates TENSION in the body It feels like being in a constant state of "wanting to get to the other side" of w/e you're doing The sad truth is that most live in this state until they die The problem is if you "know" the world - Nothing's novel anymore Nothing feels fresh, new or exciting You are, in essence, day-dreaming 24/7 by projecting the known world onto "what is" in this moment This is an understandable thing to do - As pretty much everyone does it... But when you really look at it - You realize there's a staggering amount of ASSUMPTION that goes into this And it takes EFFORT to maintain this day-dream illusion of "knowing" Example: I was sat in a restaurant a few years back My daughter had just been born My wife and I were tired as hell I was in a slightly muddled state I was rushing through my meal Waiting to get home Suddenly I notice this process going on I recognize that I'm living in this state of "assumption" And I let go & See clearly As if looking for the very first time All of a sudden not only is there this beautiful flow of energy in the body Because I'm not longer unconsciously activating the process of projecting known past on onto unknowable present But there's a sense of complete AWE at the restaurant I'm now in Everything looks insanely HD, bright, colorful...even mystical There's this "humming aliveness" coming from all things I literally tear up at the sheer beauty of this moment Even as I'm sat here now - Typing this - The feeling of my fingers touching the keys is completely novel to me Even blissful To notice the feeling of breath in my nostrils... To feel the cool air in the room All of this is incredibly FRESH That same kind of feeling you get when visiting a foreign country & walking around You're naturally more present - Naturally more in your senses It's like you get a forced leveling up in your degree of PRESENCE/mindfulness But you can literally have this WHENEVER & WHERE EVER All you have to give up is the illusion that you know wtf is going on And learn to somatically "switch off" that process by simply: > relaxing > tuning into your senses > looking around as if seeing for the first time (You are) > immerse yourself in your sensory experience > notice how pleasurable this is > notice how paying attention to the pleasure starts to increase it's intensity > keep immersing yourself in this experience Congrats - You just figured out how to ride an upward spiral of beauty, awe and aliveness (instead of a downward spiral of misery, self-obsession & anxiety) Eventually - Because it's so habitual - You'll switch back into past projection mode That's fine - The option to come back into freshness & awe is always here And I promise you - When you "get" how to do this... You'll experience 1000x more novel stimuli in one hour than you would in 10 years of living on autopilot mode I have no idea how this changes your brain & biology I can tell you with absolute certainty though that this leads to a way of living that eclipses even the awe you felt in childhood And turns life from a dull, mundane chore... To a divine miracle unfolding
Your childhood feels like eternity. Teenage years feel very slow. Then after ~21 years old, everything speeds up. There are a few theories about this: > Metabolism slows with age (children burn energy 50% faster than adults) > Children also have 80% water by volume, as we age this decreases as low as 50% > Dopamine dysregulation (bell-shaped curve) rewires the brain to alter time perception, esp. when using artificial dopamine > Entropy rises with age (tied to energy loss), rising disorder reduces coherence, mitochondrial function, and timing precision across all systems I imagine that dopamine dysregulation, water networks, and metabolism are the biggest drivers here. Dopamine being of significant importance because of how the modern world is anti-dopamine, where we can't even sit still for more than 30 minutes because it "feels too long and boring" — whilst we can easily doomscroll for 30 minutes and it feels like 10 minutes.
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The salvation is Project Tapestry thealliance.ai/projects/tape…
I don't think people understand just how bad it will be if an American open source champion doesn't emerge soon and the big labs succeed in creating modern East Indian companies and ban open models on moronic national security grounds. "If a credible Western open frontier player does not emerge, the consequences cascade quickly. This is the inverse of the early Internet wave. In the 2000s and 2010s, Western companies — Google, Facebook, Amazon, Apple, Microsoft — dominated globally while China carved out its own walled garden. "The AI version flips that dynamic on its head. "Without a credible Western open frontier player, the only open models capable of running entire economies are made in China. If U.S. policy further restricts Chinese open-weight access on national-security grounds, the U.S. ends up with two or three closed Cathedrals serving the U.S. market — and the rest of the world picks the AI stack that is free, capable, self-hostable, and not embargoed. "Europe, Africa, Southeast Asia, Latin America, India, the Middle East. "Roughly six billion people. "Chinese open models become the global default by 2030, and the United States ends up technologically isolated from the majority of the world’s AI users. "We would have done it to ourselves."
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NES Punch Out characters come to life! Credit: WastedCortex on YT
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Job security from AI comes from this very simple fact. Unless you know if the output is wrong, OK, good, or great, most AI is useless or perhaps damaging And to know that, you need to be somewhat knowledgable And the more expert, discerning, experienced you are, the better
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🎉 Very excited to speak at @RenderATL this year! I'll be talking about AI and the web, new features and what the future holds. I get to speak with awesome folks like @kelseyhightower and @techgirl1908. See you there!
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Raiders of the Lost Ark is a perfect movie, maybe the only perfect movie. Every scene, every line, every beat propels the story forward.
The Best 'Exposition Dump' in Film History. In 5 minutes, Spielberg lays out the characters, mythology, locations, artifacts and the entire narrative engine of the film. The audience discovers everything alongside Indy each detail pays off later. A masterclass in storytelling.
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For more than 50 years, my Dad dreamed of a day when every frame of a major Hollywood film would be captured with IMAX cameras. Tonight, Christopher Nolan spoke beautifully about his friendship with my Dad - and the new Keighley IMAX camera - on The Late Show w/ Colbert.
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Programming used to put me into FLOW state often. That’s a big part of why I fell in love with it. Late night missions building games, apps, whatever, it felt great. Mihaly Csikszentmihalyi has a great quote on this: “The best moments in our lives… occur when a person’s body or mind is stretched to its limits in a voluntary effort to accomplish something difficult or worthwhile.” AI has kind of nuked the personal challenge part of that. I don’t fall into those same FLOW states nearly as often anymore. It’s a strange position to be in because I’m undeniably more productive, but some of the joy is gone. I still love building software, but now the enjoyment comes more from seeing products come to life and have real-world impact than from the actual process of writing the code. I’ll miss the deep flow states that came from fighting code for hours into the night, but I feel like I do need to find new areas that still offer that same sense of challenge.
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