iiinova — where your digital self keeps evolving

Jiyan (Akula) @sharkthalpy.bsky.social · 24/08/2026

disadvantage of now having a soft skin is that i can't stop feeling my skin because of how good it is.

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Jiyan (Akula) @sharkthalpy.bsky.social · 16/06/2026

"wow why have i been depressed lately" i say as all I've been watching is depressing ass shows

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Jiyan (Akula) @sharkthalpy.bsky.social · 16/06/2026

just finished watching the ideon movie. so basically what happens is "PLAP PLAP PLAP GET INVOKED GET INVOKED GET INVOKED"

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Reposted by Jiyan (Akula)

Fabraz - Demon Tides & Bubsy 4D @fabraz.bsky.social · 26/05/2026

This mod is absolutely insane haha (And also really well made.)

Screenshot of Bubsy 4D with a character model swap of Fembubsy from, I believe, the popular Say Gex fanart: Picking up Golden Fleece.

Screenshot of Bubsy 4D with a character model swap of Fembubsy from, I believe, the popular Say Gex fanart: Cross-eyed cutscene.

Screenshot of Bubsy 4D with a character model swap of Fembubsy from, I believe, the popular Say Gex fanart: Intro cutscene pose.

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Jiyan (Akula) @sharkthalpy.bsky.social · 24/05/2026

I've discovered a whole genre never seen before.

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Reposted by Jiyan (Akula)

Dark Violet @darkviolet.bsky.social · 18/05/2026

Wild things happening on e621 right now

The top three 'Trending' tags on e621: 'transformation_through_hypnosis', 'zen_buddhism' and 'buddhism'

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Jiyan (Akula) @sharkthalpy.bsky.social · 16/05/2026

>collector leviathan >looks inside >doesn't ask you to collect its pages

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Jiyan (Akula) @sharkthalpy.bsky.social · 16/05/2026

fuck that particular stupid chud fish near the wreckage in subnautica 2. everytime I leave the base it just bites me for the love of the game. This is my life of being a shark in this chud ocean 😔

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Jiyan (Akula) @sharkthalpy.bsky.social · 15/05/2026

people who are saying subnautica 2 is woke and gay are accurate. a fish just swam by me and told me "wanna have lesbian sex?"

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Reposted by Jiyan (Akula)

Regular Car Reviews @regularcars.bsky.social · 14/05/2026

STAND YOUR GROUND AND PROTECT YOUR MASCULINITY AT KUNKLEMEN CHEVROLET!!!!!!!!! #trucks

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Jiyan (Akula) @sharkthalpy.bsky.social · 13/05/2026

i will not eat the kibble. i will not live in the puppygirl cage. i will not eat the kibble. i will not live in the puppygirl cage. i will not eat the kibble. i will not live in the puppygirl cage. i will not eat the kibble. i will not live in the puppygirl cage. i will not-

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Jiyan (Akula) @sharkthalpy.bsky.social · 13/05/2026

what did youtube mean by recommending me this????

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Reposted by Jiyan (Akula)

fraser ramon @fraserramon.bsky.social · 13/05/2026

More like bring me the Verizon

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Jiyan (Akula) @sharkthalpy.bsky.social · 10/05/2026

im starting to see what people meant by E making you more emotional now. fuckkkkk i want to cry.

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Jiyan (Akula) @sharkthalpy.bsky.social · 09/05/2026

i think i gotta start to realize that i feel more lonely than I'd like to admit if the thought of getting a hug makes me cry. or i guess hrt emotional changes is already starting and im just a crybaby now? idk

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Jiyan (Akula) @sharkthalpy.bsky.social · 06/05/2026

HRT ARRIVED!!!! today marks the day of my first HRT start.

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Jiyan (Akula) @sharkthalpy.bsky.social · 06/05/2026

*about to get cut during knife play sesh* what kind of fruit is this?

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Reposted by Jiyan (Akula)

Berna Devezer @devezer.bsky.social · 30/04/2026

📣 The difference between replicable and not replicable is not itself scientifically replicable. 📣 New work with Erkan Buzbas, showing that verdicts such as "X% of results replicated" are based on an inferential machinery that doesn't work. arxiv.org/abs/2604.26268

Screenshot of a paper's title page. Title: "The Difference Between 'Replicable' and 'Not replicable' is not Itself Scientifically Replicable". Authors: Berna Devezer and Erkan O. Buzbas, both at the University of Idaho — Devezer in the Department of Business and the Institute for Modeling Collaboration and Innovation, Buzbas in the Department of Mathematics and Statistical Science. Authors contributed equally. Corresponding author: bdevezer@uidaho.edu.
Abstract: Replication studies estimate the replicability rate of scientific results by aggregating binary verdicts of experiments. Exact replications are rarely attainable, so most replication sequences are non-exact. Experiments differ in ways that matter and do not share a single common data-generating process. We formalize two statistical interpretations of this non-exactness. In a shared latent rate model (benchmark), experiments are exchangeable and depend on a common random replicability rate. In a conditionally independent rates model (operational), each experiment has its own replicability rate drawn independently from a population distribution. Under the shared latent rate model, even small variability among replicability rates induces an irreducible variance floor on the estimated mean replicability rate that cannot be eliminated by adding more replications. Under the conditionally independent rates model, the degree of non-exactness is not identifiable from standard replication data, because one binary verdict per experiment contains no information about between-experiment heterogeneity. Researchers therefore cannot tell which precision regime they are operating in or whether high- and low-replicability sequences can be distinguished in principle. As a result, the usual data structure of one binary verdict per experiment cannot support reliable demarcation between "replicable" and "not replicable" results and systematically understates uncertainty, making high- and low-replicability sequences appear discrim…

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Reposted by Jiyan (Akula)

Berna Devezer @devezer.bsky.social · 30/04/2026

There is a lot more in the paper. This is a culmination of our decade-long work in metascience, and this is a strong result. We have been pushing back against simplistic representations of science and arguing for principled modeling instead of rhetorical use of ad hoc tools. This paper shows why.

arxiv.org

The Difference Between "Replicable" and "Not replicable" is not Itself Scientifically Replicable

Replication studies estimate the replicability rate of scientific results by aggregating binary verdicts of experiments. Exact replications are rarely attainable, so most replication sequences are non...

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Jiyan (Akula) @sharkthalpy.bsky.social · 20/04/2026

i don't fucking care Microsoft stop spamming this popup everytime i open my email

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Jiyan (Akula) @sharkthalpy.bsky.social · 19/04/2026

how tf do you voice train im so lost

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Jiyan (Akula) @sharkthalpy.bsky.social · 19/04/2026

god i need to meet queer people irl but legitimately have no idea how to. this loneliness is hell ngl.

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Jiyan (Akula) @sharkthalpy.bsky.social · 18/04/2026

found bunch of stupid chuds sitting in middle of a parking spot and wasting precious water

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Jiyan (Akula) @sharkthalpy.bsky.social · 18/04/2026

Now, darling, where do we go from here?

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Jiyan (Akula) @sharkthalpy.bsky.social · 18/04/2026

finally after all shenanigans snd getting over my paranoia. fully confirmed girljuice will be real in approximately 2 weeks.

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Jiyan (Akula) @sharkthalpy.bsky.social · 10/04/2026

i tire of those stupid debates about high/low trust society. i see alot of westerners over-glorify third world nations as high-trust societies when thats not the case (infact it's neither high trust nor low trust!)

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Jiyan (Akula) @sharkthalpy.bsky.social · 04/04/2026

im reaching next stage unemployment where im unironically contemplating learning unity to do gamedev for the love of the game while also learning art.

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Jiyan (Akula) @sharkthalpy.bsky.social · 01/04/2026

i despise this somewhat common take people do when responding to critique. "durrr its fiction! its not real". as if fiction can't be inspired by reality nor can it influence reality by itself.

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Jiyan (Akula) @sharkthalpy.bsky.social · 28/03/2026

never thought being trans changes some even basic interactions. homosexual jokes that me and my cis het friend used to direct at each others now completely feels alien and contrary to being gay in this case. (doesn't help im. not out yet to them)

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Jiyan (Akula) @sharkthalpy.bsky.social · 27/03/2026

got today's wordle in 1 minute. god im the best and so good at everything.

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Jiyan (Akula) @sharkthalpy.bsky.social · 27/03/2026

transfem yi sang from the novel "the wings" be like. "Have you ever seen a stuffed transgirl?"

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Reposted by Jiyan (Akula)

qdot @buttplug.engineer · 27/03/2026

Sci-Fi Author: In my book I invented the Torment Nexus as a cautionary tale. @buttplug.io: we have given the torment nexus a flared base. here is a picture of it next to a coke can.

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Jiyan (Akula) @sharkthalpy.bsky.social · 27/03/2026

starting to release i might need to entirely stop wearing my comfortable tshirts at home if the boob growth gets too wild too fast if i don't want family members to notice it. god forbid a bad bitch let her booba hang.

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Jiyan (Akula) @sharkthalpy.bsky.social · 27/03/2026

found out that the best way to stunt AI is to tell it to make an engineering design apparently. it has 0 idea on what source to get for data and catalogue.

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Jiyan (Akula) @sharkthalpy.bsky.social · 16/02/2026

i really need to meet queer people irl i practically don't know any at all. worse is idk where to find some

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Jiyan (Akula) @sharkthalpy.bsky.social · 14/02/2026

now even on hrt im probably still gonna be washed up. but at least ill be a washed up but look slightly more fem.

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Jiyan (Akula) @sharkthalpy.bsky.social · 14/02/2026

fellas, we might be starting hrt soon™

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fox 🦊🏳️‍🌈 @foxes.bsky.social · 30/10/2025

I wrote (but didn't proofread at all) open.substack.com/pub/foxchape... a post about why the semiconductor firm that's been all over the news is, actually, a fraud. Lots of stuff the media didn't spot: - The founder is a Kickstarter scammer - He is apparently also solving nuclear fusion - Nepotism

open.substack.com

I think Substrate is fraudulent: Part 1

Part 1 of an investigation into Substrate, a semiconductor firm that has garnered a lot of attention in recent weeks.

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Jiyan (Akula) @sharkthalpy.bsky.social · 05/10/2025

need me a women who would throw a big boulder at a glass bridge while im in the bridge.

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Reposted by Jiyan (Akula)

Disco Elysium Quotes @discoelysiumbot.bsky.social · 29/08/2025

SOMETHING BEAUTIFUL IS GOING TO HAPPEN

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