Engaged in a perpetual pursuit of knowledge in order to be a great dad to my 3 boys. And striving to be a scratch golfer.

California
Joined December 2008
Seek wealth in Laughter & Love, as they are the most valuable currencies in life.
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Dad'ing, Golfing, and Common-sense thoughts retweeted
Incentives drive outcomes
Incentives drive outcomes. If you pay NGOs based on the number of homeless people they manage, they will **never** decrease the number of homeless people. The data is very clear on this.
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Had a triple and a quad and shot +7. Golf ⛳ is dumb
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Let me get this straight... we're on the verge of both: 1. Scientists discovering a cure for the disease of aging, so that we can live forever. 2. Engineers building AGI that they believe could kill us. Isn't it ironic, don't you think?
I resigned from Anthropic today. I spent the last three years doing pretraining research at both OpenAI and Anthropic. Neither company is acting responsibly. They are racing straight to self-improving superintelligence and gambling with our lives. More thoughts below.
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Dad'ing, Golfing, and Common-sense thoughts retweeted
Interesting
I am going to start to share the leaderboard at VulcanBench more regularly. VulcanBench is the only benchmark I know that benchmarks across effort levels, on an eval suite of 100% real engineering tasks. Getting ready to sunset eval suite 3 and eval suite 4 is almost ready to go. Here's the current leaderboard for Eval Suite 3, Grok 4.5 High is the highest scoring model still with Fable 5 Low, yes Low, right behind it. What I've been able to uncover with VulcanBench is that way too many people are running models at Max effort, thinking that buys them more accuracy, when really it just costs more and uses more tokens so takes more time. If you're still in the mode of, tell my agent to do something then go get coffee, you're probably still living in the past. You can move faster, with higher accuracy, the key is not thinking you need Max effort all the time.
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Dad'ing, Golfing, and Common-sense thoughts retweeted
We talk golf, golf trips, and we laugh with @KylePorterNS. Listen to the show at: youtu.be/GAIndB9UIwA
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The squirrel was still alive at this moment. Would you save the squirrel or let nature take its course?
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New PR! I had a rough winter, learning. To deal with wet, soggy conditions. I'm swinging less (work) but I've found a good swing thought and mental game is sharper. My bad scores are all on *first-time" courses.
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This is fantastic
Greatest new song to come out of the World Cup! ⚽️❤️🇺🇸 Welcome To The Land Of The Free!🇺🇸❤️⚽️
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First nine under par. That's a first! Don't ask about the front 9, it doesn't matter...
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On a roll. We're back to the single digits after a rough winter and spring season. Driver is performing with more relaxed tempo. Irons holding up and putter is not holding the train back. How low can we go?
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This guy trying to pull off "A Distinguished Gentlemen" play? 🤣
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This video was produced from *1* single photo! 🤯🤯🤯 Company training videos are terrible. The On-boarding process at most companies is lackluster, to say the least. These processes need a complete revamp. This is an easy AI use-case that EVERY COMPANY should adopt. It's safe. All you need is 1 good photo and the product materials or context you want to cover. Here is how the video below was created. The main effort for this was producing the multitude of reference images from the single base image. But those are re-usable assets that can be used for all future videos. Creating the actual video? ...A few prompts and waiting for generation. The entire process took about half a day, but much of that time is waiting. In between waiting, I cooked dinner, ate dinner, cleaned up dog poop, watched a hockey game, and researched using Claude + Lemlist (which is pretty awesome, btw) for a client. I did go a little extra mile with voice generation because I wanted it to sound more like me. So, I trained my voice model. And then the lip syncing adds generation time. But now with much of the base work done, I will look to hook this up to an agent harness and create these programatically. I can imagine pumping videos out in minutes (minus generation time). Want to create a video for your company training? Or want to learn how this is done? DM me. [Aside: When I say these are wild times, these are wild times! What a time to be alive!!!]
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AI is the most important skill. It's the only one that makes every other skill faster to learn.
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Prompting Video lessons learned: models are not all their cracked up to be yet. Ever heard of the "Pink Elephant" problem? If you name it, it renders it. I'm trying to build a time-lapse tool that turns a static photo into construction videos. If I prompt "NO DRONES" in the shot, it rendered a massive drone flying through. Here are 3 rules for locking down your video prompts: 1️⃣ Use "Exclusionary Logic," not negatives: Don't say "No plants." Say: "Inventory is strictly locked to raw materials: concrete, masonry, and dirt." Define the entire allowed universe. 2️⃣ Kill the lifestyle vocab: Words like "renovation" or "backyard" trigger the AI to add imaginary umbrellas and furniture. Use "Heavy Civil Construction" and "As-Built Structural Shell." 3️⃣ Fake the camera gear: Want a drone shot without the drone? Delete the word "Drone." Ask for a "Floating Hollywood cable-cam" or an "Invisible POV observer." Same movement, zero propellers.
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It's 1:31 AM PT on Sunday morning (Sat night) and we just launched Agent CMS. Video incoming (it's processing), but long story short, look at: agentsuccessmanager.com/agen… What AI told me would take 2-3 months, we launched in 30 hrs around a few glasses of wine, a full round of golf at 6:30am, my son's hockey game with a couple tailgating beers, and 2 naps; using technologies that I'd never used, nor even heard of before. The point of this post is: Do *NOT* sleep on this AI train. Trust me, I am not anything special. I'm a normie. Imagine what you could do! As Jensen Huang said: "You won’t lose your job to AI—you’ll lose your job to somebody who uses AI" Maybe that person is me if you don't act! 😉
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