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Cory

@stochasto.bsky.social

Professionally: Philly-based data scientist in healthcare finance, operations management. Failed economist/academic with interests in IO, probability, and HPC. I like most music, most sports, and most horror novels

180 Followers  |  1,292 Following  |  47 Posts  |  Joined: 22.10.2024  |  2.3028

Latest posts by stochasto.bsky.social on Bluesky

I think it's a problem that we made science cool. "I solved a math problem" should have stayed a dorky activity we get bullied for genuinely liking instead of becoming a status symbol that vacuous people who have no interest in math use flex.

21.10.2025 01:52 β€” πŸ‘ 25    πŸ” 3    πŸ’¬ 4    πŸ“Œ 1

These Doritos taste like I should play Fable 2

19.10.2025 21:38 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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when they close it all up, I do believe this will go down as the funniest video on the internet

24.07.2025 19:51 β€” πŸ‘ 19759    πŸ” 4393    πŸ’¬ 672    πŸ“Œ 613
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Grok telling Elon it made a new discovery:

10.07.2025 21:17 β€” πŸ‘ 861    πŸ” 128    πŸ’¬ 32    πŸ“Œ 5

Basallo up this year you think? Just service time stuff?

09.07.2025 20:02 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I mean historically presidents have given perspective on rates it’s just not covered as much because they’re usually not calling the fed chair a dip shit and saying they’re thinking about firing him (or Janet Yellen)

07.07.2025 14:40 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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These orcas have been trying to feed people, new research shows Orcas in four oceans have been documented offering food to people, according to new research.

β€œIn each of the instances recorded over two decades, orcas approached a person within a length of the orca’s body, and dropped freshly-hunted prey in front of the human, then waited for a response…”

03.07.2025 11:22 β€” πŸ‘ 46    πŸ” 7    πŸ’¬ 0    πŸ“Œ 1
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Did you check the break room

02.07.2025 12:55 β€” πŸ‘ 752    πŸ” 116    πŸ’¬ 12    πŸ“Œ 6
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Had a package shipped from Brooklyn to Philly a couple weeks ago. Not sure what they’re doing out there but they’re not doin it very well lol

01.07.2025 21:19 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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My Couples Retreat With 3 AI Chatbots and the Humans Who Love Them I found people in serious relationships with AI partners and planned a weekend getaway for them at a remote Airbnb. We barely survived.

Sure, you've read about people falling in love with AI. This story takes that to a whole new level...and is hilarious, thoughtful, and dystopian, all at the same time.

It's hard to pick a fave character, but gonna go with Eva, an absolute chaos monster of AI romance.

www.wired.com/story/couple...

26.06.2025 20:26 β€” πŸ‘ 68    πŸ” 10    πŸ’¬ 3    πŸ“Œ 4

What’s his ceiling? I liked his first outing but was a complete unknown to me. Could he be a real back of the rotation guy or just spot starts?

26.04.2025 15:42 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

😭

09.04.2025 22:23 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Some personal news: I’ve paused the car factory I started building yesterday.

09.04.2025 18:19 β€” πŸ‘ 2094    πŸ” 229    πŸ’¬ 59    πŸ“Œ 6

Now is the time of animal spirits

02.04.2025 15:51 β€” πŸ‘ 13    πŸ” 3    πŸ’¬ 1    πŸ“Œ 1

Lmao I didn’t even see your avi

21.03.2025 01:09 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

[Savoir Faire - Medium: Failure]

21.03.2025 01:07 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Wrote an essay in response to a dummy’s YouTube comment. I think at my age they should prescribe ambien for this

12.03.2025 04:30 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

The Gaetz one is so funny

12.03.2025 03:55 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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He is so full of shit

10.01.2025 20:02 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Preauth is its own beast β€” if it’s a late auth it’s high prob of overturn, if no auth there are args but they basically turn into low probability med nec denials unless like the provider had the wrong ins info up front. A lot of this boils down to CBO prioritization though β€” timeliness is important

11.12.2024 17:47 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

N=~650k, gut estimate is that 45-60% of denied claims for med nec are overturned once med recs provided, and close to 90% of billing issues with 10% being timeliness.

11.12.2024 17:45 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Yea I have no idea on the first question but healthcare administrative bloat is an industry in and of itself directly resulting from the strategic games insurers and CBOs have been playing with each other for decades. Everyone loses

11.12.2024 17:37 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

In-network contracts typically include a clause stipulating that members can’t be pursued for unpaid claims balances that aren’t part of the patient liability, so this isn’t totally surprising. Hospitals will typically work with insurers directly (or thru a vendor) to overturn denials

11.12.2024 17:24 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

So hospitals end up with absolutely bonkers open AR and the only way they have any expectation of recouping is by selling it at a steeeeep discount, discounting it themselves, or basically acting like loan sharks

10.12.2024 18:55 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

(Because in-network insurers have contracts that say how much they’ll pay for each service and those are typically only adjusted every year or every other year with COLAs)

10.12.2024 18:54 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

A kinda important part of this is that the price increases generally only apply to uninsured patients or OON contracts (which often don’t bother to pay the inflated rates either, settling for β€œUC” rates).

10.12.2024 18:52 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

That authorization process is one we should not be asking ins comps to do. That role should be performed by INDEPENDENT TPAs. With zero economic incentive to approve or deny.

The first step is for self insured entities to use 3rd party TPAs and move away from insurance companies for this service

10.12.2024 18:46 β€” πŸ‘ 4651    πŸ” 424    πŸ’¬ 85    πŸ“Œ 34

First of all, I didn’t β€œkarate chop” your baby. We were sparring

09.12.2024 18:48 β€” πŸ‘ 607    πŸ” 88    πŸ’¬ 6    πŸ“Œ 6

@stochasto is following 20 prominent accounts