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9,715 entries: 103 from X, 8,927 from Pinboard, saved 1998 to 2026.

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2025

Learning Platforms

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#courseware iximiuz Labs - Indie Learning Platform to Master Server Side Craft, via X/DeepKnowledgeU. See How (and Why) to Use containerd from the Command Line (course) #kubernetes

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BlinkDL/RWKV-LM: RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, li

github.com

via bellard.org - ts_zip

More about BlinkDL/RWKV-LM: RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, li

github.comPinboardPermalink

#llm

Citations

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About doing citations correctly... See Citation File Format (.cff) on github. Github, Zotero all support this yaml format.

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Keeping up with AI

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Sources on keeping up with AI. This is a good start as of July 2025 - How I keep up with AI progress (and why you must too) from Nilenso blog, since I use many of the same.

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LLM Inference

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LLM Inference in Production by BentoML; "core concepts and performance metrics, to optimization techniques and operation best practices"

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A2A

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Agent-to-Agent - A2A enables multiple agents to communicate, coordinate, and delegate tasks to each other, even if they come from different vendors or frameworks. Key Components of A2A: Agent Card -- JSON File. lists agent's capabilities…

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MCP

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Model Context Protocol - is designed to let a single agent securely access tools, APIs, and data sources in a standardized way. On average, RAG, MCP, and NLWeb reach about 0.75 F1, while HTML stays near 0.67 and misses more. HTML agents…

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notes#google-chrome

Gemini CLI

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Gemini CLI is the equivalent of Claude Code.

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LinkedIn

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My LinkedIn page is: linkedin.com/in/btbytes/

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SHAP & LIME Coding Example

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Note: AI Generated, and augmented by me. SHAP provides both global and local explanations with theoretical guarantees based on Shapley values (fair feature attribution). LIME builds a local surrogate model to approximate the black-box…

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A non-anthropomorphized view of LLMs

addxorrol.blogspot.com

We should think in terms of "this is a function to generate sequences" and "by providing prefixes we can steer the sequence generation around in the space of words and change the probabilities for output sequences". And for every possible undesirable output sequence of a length smaller than , we can pick a context that maximizes the probability of this undesirable output sequence.

A much clearer formulation, which helps more clearly articulate the problems to solve.

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kannada-hangul

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Here is a concise Kannada-Hangul alphabet chart mapping roughly equivalent sounds. Note: Korean lacks many exact equivalents, so these are approximate phonetic mappings. | Kannada | Sound | Hangul | Example | | ------- | ----- |…

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