“I built an API (Python/Numba) that calculates a "Predictability Score" based on the coefficient of variation. It basically acts as a stability monitor for agent outputs.”

“ConfigTuner demonstrates up to a 1.36x increase in throughput compared to Megatron-LM.”

“MSched outperforms demand paging by up to 11.05x for scientific and deep learning workloads, and 57.88x for LLM under memory oversubscription.”

“n-gram representations suffice as cognitive units of planning.”

“The paper argues for a shift in perspective, prioritizing the user's informational needs and perspective by incorporating ToM within XAI.”

“The article likely presents a novel approach to verifying LLMs using formal methods.”

“"But on my main account, the AI suddenly started blocking almost all my prompts, saying 'try another topic,' and disabled image/video generation."”

“Valori is described as a deterministic memory substrate.”

“AI is not a "silver bullet" for software development; it needs to be combined with software engineering.”

“Our SER-based model provides superior performance compared with other existing text-driven models to forecast stock returns out of sample and offers highly interpretable feature structures to examine the mechanisms underlying the stock return predictability.”

“The article's focus is on the Navier-Stokes equation: $\bu_t+(\bu\cdot\nabla)\bu=\mu\Delta{\bf u}$.”

“The research is sourced from ArXiv, indicating it is a pre-print of a scientific publication.”

“The research is sourced from ArXiv, indicating a pre-print publication.”

“The article likely discusses incompleteness and unpredictability.”

“The paper focuses on Weighted K-Harmonic Means Clustering and its applications to Wireless Communications.”

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“No quote available from the provided content.”

“NormCode is a semi-formal language for context-isolated AI planning.”

“The article's focus is on LLM-driven agents and the concept of detailed balance.”

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“The context provides minimal information beyond the title and source, indicating the core concept revolves around 'limit cycles' applied to speech.”

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“Once you've identified a model+quant you can run at home, go to HuggingFace and download it.”

“Professor Friston explains it as a fundamental rule for survival: all living things, from a single cell to a human being, are constantly trying to make sense of the world and reduce unpredictability.”

“Claude Code is a slot machine.”

“The article likely discusses the entropy of a Large Language Model output.”

“The article itself doesn't contain a direct quote, as it's a title and source.”

“Jennifer shares her thoughts on the progress of industries like banking and finance, as well as other traditional organizations, in their attempts at using transformers and other models, and where they’ve begun to see success, as well as some of the hidden challenges that orgs run into that impede their progress.”

“We’ve discovered that the gradient noise scale, a simple statistical metric, predicts the parallelizability of neural network training on a wide range of tasks.”

“The article likely describes how ML and rule-based systems are used together.”