∿spencer. @_ontologic
builder of many things Joined June 2021-
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Cloud heavy businesses not turning a profit initially is very expected. Code theft isn't real because IP is an incoherent concept. This study found a 30% gain in releases by making use of agentic coding tools. Metr, which previously published findings that AI generation led to lower code throughput, published findings this year demonstrating higher throughput for experts and beginners alike. cepr.org/voxeu/columns/… metr.org/blog/2026-02-2…
People are really out here just saying shit to say it
Pascal’s wager: If ASI is real, and there’s a singularity you have wasted your time learning to prompt. If ASI never comes, and the bubble bursts you have wasted your time learning to prompt. There’s literally no downside to ignoring AI.
@thecollegehill One of the very first commercial applications of modern LLMs was GitHub copilot
I would estimate that I’ve used over 100B tokens this year inside CLI tools alone
If you are an aspiring dev in college: More than ever, you need to bias yourself towards action no matter how scary or uncomfortable it might feel
Very few are willing and able to accept that the future is about hyper iteration
One issue I’m running into when interviewing college age devs is there are a lot of devs out there who do a lot of talking with AI but not a lot of dev
From a current CTO at a larger company hiring new grads, who I talked with about the state of college students: "Everyone says how new grads are 'AI-native' but we don't see this. They're usually not familiar with AI coding tools, have not used them much, and are much more
@fabianstelzer Very fond of saying this: The Optimal Amount of Friction in a Product is Greater Than Zero
Tbh the only way to stay sane is a voluntary exit from the attention vampires. There are a million and one people online who want to hijack your mental bandwidth for their own initiatives
Cool opportunity
NEW JOB ALERT: @every we've built a personal benchmarking platform, Checks, to help anyone measure how good new models are for their real work we're looking for someone who understands why this is so important, and wants to help us build it into the future of how great human
In the middle of all the vice signaling sometimes some good old fashioned self flagellation is refreshing
@ZackKorman I feel like people vastly underestimate how much loser energy they give off when they talk like this
@ColinGardiner Very interested
I hope you guys like industrial marketplaces
@rjs agreed, for me it takes the form of a core thesis document. detecting drift is my job for now x.com/_ontologic/sta…
Increasingly we will see ontology first product development and the inner implementation will develop to fit
YAHHHH GO WATCH
WE ARE BACK JACK! New epi AND new season! AI needs what financial statements already have: independent auditors. Jonathan Schaeffer makes the case on the new episode. Yes, that Schaeffer that created the AI that solved checkers. Link 👇
@SYNESTHEIZURE Weirdo behavior from this dude.
@sheherenow_ Yeah
Besides the traditional stimulants, bupropion is an option that may or may not be helpful to her. Other thing I’ll add is learning stronger emotional regulation skills was the most critical piece for me. The attention side of adhd is one thing, the emotional dysregulation is by far the more damaging and disabling aspect
Figuring out the “right” med is pretty subjective, the biggest thing to pay attention to is side effects. Everyone on meds will get a slightly different set of side effects of varying levels of intensity, and there’s no way to know ahead of time which side effects you’ll be most susceptible to or bothered by.
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