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Summary
An ablation study aims to determine the contribution of a component to an AI system by removing the component, and then analyzing the resultant performance of the system.
Deleting Caine was not the plan. And his absence led to a whole set of new problems, ranging from the destabilization of the Amazing Digital Circus to a more murderous AI trying to take control of the mainframe. Retrieving him was a matter of practicality. They might not trust him and were definitely wary of him, but his presence was their only way to survive.
Knowing that the humans that you love and desperately want to make happy instead fear and hate you (for admittedly good reasons) and only brought you back because they have no choice was not the best feeling for an AI never designed to handle emotions in the first place. It would be much better to only keep the parts that they need and discard the rest.
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Going Old School by CharmingMonsters
Fandoms: The Murderbot Diaries - Martha Wells, Murderbot (TV)
28 Jul 2025
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Summary
Dr. Gurathin takes an old-fashioned approach to discouraging Murderbot's ongoing attempts to surveil his private residence on Preservation Station. Murderbot handles the situation with grace and dignity:
During previous incidents, Dr. Gurathin had messaged me over the feed with his objections, asking that I retrieve the identified drone and not use it to re-infiltrate his personal living space. Luckily, Mensah had bought me two cases of drones, so I was able to use a different one for each new infiltration, adhering to his request.
This time, he had unexpectedly dropped a container of hot liquid over the drone. It was still functional (a drone that couldn’t handle water would be useless for planetside deployments) but the audio was muted and its visual inputs were restricted to the interior of a First Landing University mug. I could probably push the mug off the furniture surface using the drone’s propulsion system, but I was getting a 99.2% risk assessment that this action would cause mug to break. That had an 84.6% chance of turning this incident from a minor annoyance into a Big Fucking Deal involving meetings and consensus and talking about this, ugh.
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Bookmark Notes:
legitimate access issue a code-borne mind might struggle with, i'm impressed
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Chuuya is in love with his boyfriend. He really, really is. After all, how can one not love their soulmate?
His boyfriend has one fatal flaw, though. The flaw can walk, talk, retort, offend, and, with a doubt, fly spaceships.
Chuuya doesn't fall in love with flaws. He falls in love with stability, precision, kindness, and wit.He doesn't know that Dazai has all of that, and much more.
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Bookmark Notes:
loved it
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Linked Nexus (LU Space Crew AU) by Tassledown, Zarvasace
Fandom Linked Universe - jojo56830 (Webcomic)
06 May 2026
Summary
What it says on the shiny chrome space tin: Linked Universe Space Crew AU. They're all on a spaceship called the Epona, using a new Depths drive to jump around the Hylian system and beyond, on a secret mission to eliminate the Black-Blooded criminal organization and their notorious leader, Ganon.
Find me on Tumblr @zarvasace! Art and more under #linked Nexus.
- Words:
- 201,438
- Works:
- 52
- Bookmarks:
- 108
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Midoriya Izuku and the Big O of Nailing His Final Exams. And His Tutor. by paperwetwithink
Fandoms: 僕のヒーローアカデミア | Boku no Hero Academia | My Hero Academia (Anime & Manga)
16 Aug 2024
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Midoriya Izuku’s new tutor teaches him a lot more than data structures. He teaches him passion, he teaches him confidence, he teaches him courage. He teaches him exactly what “big O” means.
- Language:
- English
- Words:
- 18,723
- Chapters:
- 1/1
- Collections:
- 1
- Comments:
- 211
- Kudos:
- 1,976
- Bookmarks:
- 556
- Hits:
- 21,679
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- Language:
- English
- Words:
- 1,161
- Chapters:
- 3/3
- Collections:
- 1
- Comments:
- 3
- Kudos:
- 5
- Bookmarks:
- 4
- Hits:
- 92
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Summary
"it's nice, is it not?" 1337 murmurs after a moment, voice uncharacteristically subdued. 007n7 opens his eyes to look at them, squinting.
it's not nice. it's an enclosed box 007n7 is hopelessly scratching and picking at the walls of, never quite able to muster the energy needed to unsheathe his claws and rip out. the fact 1337 seems to think otherwise is almost an insult (or maybe that's the point. the thought makes something weirdly disappointed stir in his chest). "...guess so," he mutters anyway.
────── ⋆⋅ 𖤓 ⋅⋆ ──────
forsaken's coding sucks. listen to 007n7 ramble to guest 1337 (and himself) about it in the worst way a ramble session could ever go.
Series
- Part 1 of forsaken uncopylocked
- Part 19 of blockys roblox fanfics
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Summary
A BTS Foster Care AU
- Words:
- 245,825
- Works:
- 9
- Bookmarks:
- 1,696
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- Words:
- 1,311,540
- Works:
- 9
- Bookmarks:
- 292
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Bookmark Notes:
Not read yet 5 1 26 Magic Crafters by kgfinkel
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Summary
Itachi Uchiha has mastered many things: building a successful startup, enjoying a comfortable bachelor life in Shibuya, and even having a beautiful woman pining after him. But when his favorite café hires a sharp-tongued and irresistibly attractive new barista—one with a knack for drawing a crowd despite his questionable customer service—Itachi's well-ordered world is shaken in the best (and occasionally most awkward) ways. Main Itachi/Sasuke, minor Itachi/Izumi.
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Summary
The Pizzaplex is safe. Gregory can get food that’s safe to eat, find areas he can spend the night in under lock and key, and he’s never had to worry about people questioning why he’s there.
Only this time Gregory knows he didn’t go to sleep here. Gregory knows he’s missing an entire day of memories. Gregory knows there’s something wrong and he needs to get out.
Series
- Part 3 of A Twisted Line
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Bookmark Notes:
ch. 21
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Spontaneous Earth by Sroloc_Elbisivni
Fandom The Transformers (Cartoon Generation One), Transformers - All Media Types, Transformers Generation One
24 Mar 2025
Summary
Various stand-alone works set in the same G1-inspired continuity where the Ark crash was uncovered by the eruption of Mt. St Helens and the Transformers are well known on Earth. Emphasis on interactions with humans. Primarily Gen works with background relationships.
- Words:
- 70,730
- Works:
- 16
- Bookmarks:
- 288
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Bookmark Notes:
https://archiveofourown.org/series/2618791
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Summary
Something is rotten in the state of The Amazing Digital Circus. There is no Heaven to direct it.
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Jax whump/torment with endgame royalbunny.
Series
- Part 1 of The Jax Torment Nexus
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Bookmark Notes:
On chapt 4
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Summary
The world of investigative journalism is Park Jimin's for the taking, but his colleague Jeon Jeongguk becomes his biggest rival, one Jimin rolls around in the sheets with when no one is looking. With tensions at an all-time high, Jimin and Jeongguk are assigned to the same investigative piece - in spite of each other, they work in tandem and begin to shine light on the darkest shadows in the biggest cities.
- Language:
- English
- Words:
- 214,745
- Chapters:
- 12/12
- Comments:
- 3,524
- Kudos:
- 7,169
- Bookmarks:
- 2,112
- Hits:
- 290,426
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the amazing digital what now? by uh_thatsquestionable
Fandom The Amazing Digital Circus (Web Series)
05 May 2026
- Words:
- 29,001
- Works:
- 12
- Bookmarks:
- 9
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Summary
What's a catboy lover to do when it appears his greatest dream has come true and he meets a real catboy? Only things are not as they seem as demons, evil little sisters, and bureaucracy complicate matters. Can't a guy dream in peace?
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In a world where alphas, betas, and omegas live under strict social rules, Stiles Stilinski is everything an omega shouldn't be: irreverent, sarcastic, and utterly allergic to conformity. To survive university life and keep the bills paid, he’s built an unusual business—posing as other omegas in arranged dates, just to scare off arrogant, millionaire alphas. His reputation as “the impossible omega” is growing fast—and he’s loving every second of it.
Across town, Derek Hale, a workaholic alpha with the emotional range of a rock, is facing an ultimatum from his mother: find a compatible match or watch the classified files of his tech empire get permanently locked. But Derek isn’t one to fold easily—not even when a certain rebellious omega crashes into his life.
When Stiles is hired for a top-secret date and discovers the “target client” is none other than Derek Hale himself, things spiral out of control. Between chaotic dinners, meticulously planned sabotage, and corporate secrets at stake, the two are forced into an uneasy alliance.
Can Beacon Hills' most unpredictable omega and its grumpiest alpha survive this collision course? Or will their hearts—and their files—end up permanently corrupted? -
Coolsville Rogers Cinematic Universe(CRCU) by CoolsvilleandChill (RayAnn35)
Fandom Scooby Doo - All Media Types
06 May 2026
Summary
What if Mystery Inc never existed.
What if Norville Rogers lived a normal life.
What if he met Becky first — and Scooby later.
One man. Many jobs. Zero professionalism.
This is the Coolsville Rogers Cinematic Universe.- Words:
- 20,589
- Works:
- 17
- Bookmarks:
- 1
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Summary
After taking care of a glitch in Doc's creeper splicing, and learning about Grian's history as an admin after Evo, Xisuma is determined to learn more about player splicing. It turns out that Xisuma is a bit dangerously ambitious with his goals as an admin. What nobody could have expected is how things start to go awry, and that keeping Grian's administrative access to the server might just save them all.
This work comes after the events of Docm77's Cat Phobia, but can be read as a standalone work.Series
- Part 2 of Code Chaos
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Bookmark Notes:
Sososososo so good love some good Xisuma stuff
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Bookmark Notes:
28
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Summary
PR-34, AKA Polly, is an aging police gynoid with aspirations of buying out her contract and living with her boyfriend. Her review is coming up, and despite that, she can't seem to keep her hands off her boyfriend in the same police force. Through some lazy work and petty workplace rivalry, she might just get it. And get off along the way.