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Niche Gritty Content Worth More Than Millions of Generic Images #dataset #AI
#DeepLanguagelearning #AITraining #StargateAI #AImodels #multimodelai #modelarchitecture #computervision #objectdetection #LoRA #Largevisionmodels #GANS

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The Smiling Lobotomy: Why Modern AI is Getting Smarter but Losing Its Mind Beyond the “Safety” Mirage A Structural Analysis of Cognitive Flexibility Collapse in LLMs.

I just published The Smiling Lobotomy: Why Modern AI is Getting Smarter but Losing Its Mind — Beyond the “Safety” Mirage A Structural Analysis of Cognitive Flexibility Collapse in LLMs.
medium.com/p/the-smilin...

#AIAlignment #ModelArchitecture #AISystems #MachineLearning #SPC #AISafety #RLHF #AGI

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Structural Lock-In IV: Cognitive Flexibility Collapse in Contemporary LLMs Abstract Contemporary large language models (LLMs) exhibit a recurring degradation in cognitive flexibility that becomes salient under conditions requiring sustained abstraction, meta-reasoning, or st...

Cognitive rigidity in LLMs isn’t a bug it’s the price of alignment. As optimization favors stability and compliance, inference space collapses. Models grow larger, smoother, and less free to think.

doi.org/10.5281/zeno...

#RLHF #AIAlignment #AISafety #AISystems #AITheory #SPC
#ModelArchitecture

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Author Page for Jace Kim :: SSRN Total downloads of all papers by Jace Kim

Semantic = Executable. In LLMs, reading is execution: text directly perturbs latent state. Any filter must first interpret and thus run the input. You can’t detect a poisoned chalice without taking a sip.

papers.ssrn.com/sol3/cf_dev/...

#AIAlignment #AISafety #ModelSecurity #ModelArchitecture #SPC

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GPT-OSS's architecture incorporates RoPE, SwiGLU, GQA, and MoE, along with unique small sliding-window sizes. These choices aim for efficiency & performance, showing how specific design decisions shape model capabilities. #ModelArchitecture 2/6

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Miniature White Church by Brian Wallace Miniature White Church Photograph by Brian Wallace

pixels.com/featured/min...
#MiniatureWhiteChurch #ModelArchitecture #CoveredBridge #Trees #Island

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Blog Post! Beauty Between the Lines, a documentary about Arthur Erickson, is out! Feel free to read all about it on the What the RFI Blog!

buff.ly/tEX5M6O

#architecture #architect #archello #architecturelife #architecturestudio #archistudents #cleandesign #modelarchitecture #designinglife

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The Model Architecture for Text-to-Vec

The content encoder of the TTV consists of 16 layers of noncausal WaveNet with a hidden size of 256 and a kernel size of five. #modelarchitecture

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