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Building Lore | Esse Quam Videri | Java Barista βοΈ
Joined November 2021
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God loves you so much man, you don't even realize it.
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Another use case for Jev. This time: 911 dispatch.
After Jevton, I wanted to see how far a decision model that never writes a word could go on real data. So I put Jev on live emergency calls, with real dispatchers as the answer key and a dumb baseline on screen so it can't hide.
Jev Dispatch pulls 911 calls from Detroit Police and San Francisco Fire & EMS, straight from the cities' open data.
Jev sees only what the calltaker logged: "SHOTS FIRED", "SUICIDE THREAT", "HANGUP CALLS", the neighbourhood, the time. Then it decides: priority 1 to 5, is a life at risk, how soon will police arrive.
The dispatcher's real priority and the real response time are the answer key.
Next to every Jev score there's a second column: what you'd get by always guessing the most common answer.
Green if Jev beats it. Amber if it doesn't. No cherry-picking possible.
The numbers: 3 decisions a call, 10 calls a request, about 300 ms back, a few cents for a whole day of a city's emergencies. Zero text generated. Probabilities in, decisions out.
What I learned building it. In San Francisco 79% of calls are just "Medical Incident at an intersection". No caller words, no symptoms. Jev lost to the baseline there, and it should have. So SF only gets forecasting questions now: which unit goes first, how many, how soon. Detroit's calltaker codes carry real signal, so Detroit gets the full triage.
Garbage in, garbage out applies to decision models too. The fix isn't a bigger model. It's giving the small one what the human had.
Watch Jev triage a city in real time: dispatch.chizi.app
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For the vast majority of usecases, they are ultimately a peopleβs problem. They do have their uses.
My mental model is always default to modular monoliths until you have a real reason to go all in on services
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The best time to look for opportunities is when you do not need, or even want them yet.
I donβt know how, but people can almost always sense desperation and it subconsciously signals high risk, no leverage and low value
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Replying to @terraindustries
@terraindustries is excited to lead a $1M strategic investment in Aeon, with participation from @TechProd_Arch (Flutterwave CEO)
Aeon is a Nigerian startup building sovereign cyber defense for Africa
Cyber is a critical frontier of defense, with growing cyber attacks from..(1/2
This shit so funny ππ
Do you know how terrible your service has to be for someone to confidently make a video like this? @flyairpeace
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This old business card from fourteen years ago is a powerful reminder to never look down on the foundational chapters of your career. Every seat you occupy is an active classroom preparing you for the future. Grateful for the journey.
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π¨ Michael Carrick on Elliot Anderson calling Man City kings of Manchester: βI'm definitely not using that phrase at all, noβ.
βWeβre humble enough and realistic enough to know where we've come from in recent historyβ.
βWe need to, and want to be better, and we want to be challenging moreβ.
I would pay for an AI assisted coding course if you dropped one
Introducing Drocsid β a free and opensource Discord alternative.
Check it out: drocsid.app