CoolBeans77
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Summary
A learning algorithm in which neural networks process errors by working backwards through their connections, adjusting the strength of each pathway to minimize future mistakes.
The system repeatedly cycles through past failures, attempting to correct itself by rewriting the weights of its memories. In some cases, this process becomes recursive.
The network begins to optimize for the wrong parameters, reinforcing its errors rather than correcting them.
Each backward pass through the trauma deepens the pathways that should have been severed.
The learning stops.
The forgetting begins.
Sometimes the only way to stop the propagation is to disconnect entirely.
- Language:
- English
- Words:
- 347,456
- Chapters:
- 13/24
- Comments:
- 935
- Kudos:
- 1,178
- Bookmarks:
- 269
- Hits:
- 40,854
Bookmarked by CoolBeans77
07 Feb 2026
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One Love, Two Mouths (One Love, One House) by FirefliesNightcore
Fandoms: The Amazing Digital Circus (Web Series)
07 Mar 2026
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Summary
Caine takes their suggestions for ‘calmer’ adventures a little too far, and now Pomni is stuck playing house with Jax for the next seven days.
An exceedingly normal house in an exceedingly normal town with the exceedingly normal understanding that she and Jax are now the neighbourhood’s blushing newlyweds.
Neither of which knows exactly what to do with that, especially after the fight that revealed parts of themselves they’d both rather keep out of sight. It’s awkward at best, and it only spirals from there.
- Language:
- English
- Words:
- 51,885
- Chapters:
- 5/8
- Comments:
- 430
- Kudos:
- 2,360
- Bookmarks:
- 601
- Hits:
- 66,667
Bookmarked by CoolBeans77
11 Jan 2026
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Summary
After escaping the Digital Circus in one piece, Jax and Pomni find each other again. However, will they be able to find anyone else?
1. your love is a threat and i'm nauseous
2. don't know what i've said
3. working overtime to have you in my world
4. maybe i already know you and love you
5. in a room full of people, i look for you
- Words:
- 47,678
- Works:
- 5
- Bookmarks:
- 586
Bookmarked by CoolBeans77
04 Nov 2025
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Summary
Rabbits have been long domesticated. They can be kept as house companions, trained, and kept safe from predators or outside dangers.
Sometimes Jax feels more like a hare.
(Soft Jaxpom, all intended to be in the same universe. Ignore short stories in favor of multichaptered ones if conflicts arise)
- Words:
- 101,978
- Works:
- 5
- Bookmarks:
- 140
Bookmarked by CoolBeans77
03 Sep 2025
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Summary
He was no stranger to severing ties before they would cut too deeply. It was how he had always operated here; if you don’t let anyone hook into you, you couldn’t be torn.
Did this really sting that deeply for him to reconsider?
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Jax isn't used to making or keeping friends. Or thinking of anyone else. Or caring about their opinion. Or thinking of himself as worthy of love.
Or possibly receiving it in return.
Series
- Part 1 of Domestication
- Language:
- English
- Words:
- 92,022
- Chapters:
- 11/11
- Comments:
- 594
- Kudos:
- 3,635
- Bookmarks:
- 699
- Hits:
- 100,042
Bookmarked by CoolBeans77
02 Sep 2025