by Vezo August 8, 2022

a month where you can't create, research, make blueprints or make paper about a nuclear bomb in November.
(you can gather materials thought so you can assemble it at December and launch it)
(you can gather materials thought so you can assemble it at December and launch it)
by c\Windows\System32 November 16, 2022

by Kxeverett420 August 28, 2019

A knowledge distillation approach that uses extreme loss function weighting to force neural networks to preserve semantic differences between distinct concepts while preventing mode collapse. The technique employs "nuclear" (extreme) lambda parameters that heavily weight diversity preservation over teacher alignment, ensuring that different input concepts produce genuinely different vector representations.
Key characteristics:
Uses extreme weighting ratios (e.g., λ_diversity = 2.0-6.0 vs λ_alignment = 0.02-0.1)
Prevents mode collapse where different inputs produce nearly identical outputs
Maintains semantic separation in compressed vector spaces
Applied in the LN (Learning Networks) Semantic Encoder architecture
Measures success by reducing cosine similarity between different concepts from ~0.99 to ~0.3-0.7
The term "nuclear" emphasizes the aggressive, sometimes extreme measures needed to solve fundamental problems in neural network training where subtle parameter adjustments fail to achieve the desired diversity preservation.
Key characteristics:
Uses extreme weighting ratios (e.g., λ_diversity = 2.0-6.0 vs λ_alignment = 0.02-0.1)
Prevents mode collapse where different inputs produce nearly identical outputs
Maintains semantic separation in compressed vector spaces
Applied in the LN (Learning Networks) Semantic Encoder architecture
Measures success by reducing cosine similarity between different concepts from ~0.99 to ~0.3-0.7
The term "nuclear" emphasizes the aggressive, sometimes extreme measures needed to solve fundamental problems in neural network training where subtle parameter adjustments fail to achieve the desired diversity preservation.
The researchers implemented nuclear diversity in their knowledge distillation pipeline, using extreme lambda weighting of 6.0 for diversity preservation versus 0.02 for teacher alignment, successfully reducing semantic collapse from 0.998 to 0.324 cosine similarity between distinct concepts.
by Trentism July 9, 2025

The Cold War (also known as The Great Nuclear Cock-Tease” was a period of global geopolitical rivalry between the United States (US) and the Soviet Union (USSR) and their respective allies, the capitalist Western Bloc and communist Eastern Bloc, which lasted from 1947 until the dissolution of the Soviet Union in 1991
by Mebemax May 9, 2025

Nuclear Swedish Softcock Flickergooning is an extension of Swedish Softcock Flickergooning that involves performing the act with your balls touching a highly radioactive source. This does two things.
1: It irradiates your semen, adding some *spice* to the final product
2: It makes your cock fall off due to radiation sickness.
Instead of just waiting a week to use the final product of Swedish Softcock Flickergooning, you wait until your cock falls off and add that to the mix. Usually, you can only do this once, so make it count.
1: It irradiates your semen, adding some *spice* to the final product
2: It makes your cock fall off due to radiation sickness.
Instead of just waiting a week to use the final product of Swedish Softcock Flickergooning, you wait until your cock falls off and add that to the mix. Usually, you can only do this once, so make it count.
John: "He'll never expect Nuclear Swedish Softcock Flickergooning."
John: "Hey Jimmy!"
Jimmy: "What's up, John?"
John: "Remember that box of Swedish Fish you gave me a while back?"
Jimmy: "Oh, yeah! That got you good huh?"
John: "Yeah! Well, I decided to make a peace offering to you."
Jimmy: "And what's that?"
John: "A completely normal, unfucked box of Swedish Fish."
Jimmy: "Why thank you, John."
John drops dead (for the second time).
John: "Hey Jimmy!"
Jimmy: "What's up, John?"
John: "Remember that box of Swedish Fish you gave me a while back?"
Jimmy: "Oh, yeah! That got you good huh?"
John: "Yeah! Well, I decided to make a peace offering to you."
Jimmy: "And what's that?"
John: "A completely normal, unfucked box of Swedish Fish."
Jimmy: "Why thank you, John."
John drops dead (for the second time).
by Jimothy A. Bonquavious March 2, 2025

by panickzzz June 6, 2017
