Sarah Todd Davidson

The solo founder conversation is everywhere right now. But it's missing something. The profile that actually matters for complex domains isn't the undergrad dropout. It's the person who spent 20 years accumulating judgment across multiple domains and is now finally unblocked.

AI as learning compression and AI as execution compression are fundamentally different things. One helps you build something you couldn't have built before. The other lets you finally build everything you already knew how to build, simultaneously.

The brain using the AI matters. A brain that can orchestrate work streams, poke holes in logic, validate across domains, and catch the subtle errors that look right on the surface. That's not something AI gives you. That's what you bring to AI.

I wrote about why the "wisdom earner" founder is the profile nobody's talking about yet. open.substack.com/pub/sarahindev…

Derived appt. lead time, provider schedule density, same-day bookings. Tuned regularization. AUC 0.717, calibration error under 6%. 40% no-show = near coin-flip; model ceiling. Calibrated probability matters, not binary prediction. Every new appt. feeds back #HealthTech #MLOps

Trained an XGBoost model on 13K healthcare appts. today - 113 features, temporal holdout validation. Provider-level no-show rates vary from 6% - 55% within the same practice. Same patient population, same insurance mix. #MLOps #HealthTech

I just uploaded “Halloween 2022 - Giant Swallowtail Laying the NextGen” to #Vimeo: vimeo.com/765536508

@PBCountySheriff There isn't enough problem solving skills among an entire department to solve for this issue? Not being able to think isn't a justification. No aggression or misbehavior. Waited in a tree for hours for a human to help but only those who use death as an answer came.

After several hours trying to contain a bear in Royal Palm Beach from roaming in a residential neighborhood or walking into traffic, we were sadly faced with the incredibly difficult decision to discharge our firearm, which killed the 6’ foot/300lbs bear. pbso.org/pbso-encounter…

@EvizzPlayz I hope today is fantastic ☺️☺️

📢 THE DAY IS FINALLY HERE 📢 🎉 I have streamed EVERYDAY for 2 YEARS! 🎉 We throwing a party! Sub Goals, Bit Goals, viewer rewards and MUCH MUCH MORE Come on by!! #SupportSmallStreamers #twitch #TwitchStreamers EvizzPlayz.tv

I just liked “River Otter Stock Footage 6k” by @alex_m_goetz on #Vimeo: vimeo.com/635466630

I just liked “Turkeys_2021” by @alex_m_goetz on #Vimeo: vimeo.com/647052898

@EvizzPlayz You did it:) it wasn't even me!

Big storm outside, felt bad for the kitty that's been hanging out on our porch the last few days... this is under my desk... what have I done.

@kalawalaberry It'll get better:)

Midnight work calls, and then dropped my smoothie on the kitchen floor on my way out the door this morning. Happy Thursday folks!

@EvizzPlayz Tha game is a little too addictive:)

We've partnered with Onyx & Golf Clash! Click here to install Golf Clash onyx.tv/evizzplayz You can help DIRECTLY support us FOR FREE by doing ANY or ALL of the following: - Install Golf Clash via our link - Play 5 Games - Play 20 Games - Make in-game purchases <3 <3 <3

sarah-in-dev.com/post/lay-low #AfghanistanCrisis #AfghanistanDisaster Sometimes all an individual can do is comment on the moment. #poems and #poetry are tributes to the shared pain and pleas to a better future.

@EvizzTwitch That's a great GIF:)

37. 🥳

I just joined IEEE - a worldwide community of technology and engineering professionals! ieee.org/membership_ser… #IEEExp

@EvizzTwitch That is phenomenal! When you look at the data that is such a big improvement. Congratulations!

First 9 Days of March 2020 vs First 9 days of March 2021. Holy Shit. #SupportSmallStreamers #twitchstreamer

@EvizzTwitch When are you going live today? Year two!!!

And dont worry, We're already working on the goals reached, including: -Scheduling a 24hr stream 🕙 -Streaming in a pink unicorn onesie 🦄 -Throwback games sub night 🤝 -A Marbles on stream, stream 🎱 -Horror gamenight 👀

Last night was WAY beyond anything I expected... We streamed everyday for the last year and just had an epic 12hr celebration. Just a HUGE thank you to everyone who stopped by and supported the stream throughout the streak and last night. #SupportSmallStreamers #CakeFace