“AI can be multidimensional if we wish.”

“I just really enjoy low-level systems work and wanted to see how far I could push a clean ARM64 OS with a modern GUI vibe.”

“The article uses the power of LLMs to provide a theoretical explanation for optimizing F1 score.”

“The article highlights discussions on X (formerly Twitter) about which small LLM is best for Japanese and how to disable 'thinking mode'.”

“SALP-CG reliably helps classify categories and grading sensitivity in online conversational health data across LLMs, offering a practical method for health data governance.”

“Each Pokemon is represented by a numerical vector: [HP, Attack, Defense, Special Attack, Special Defense, Speed].”

“We provide an in-depth analysis of CQF.”

“A group of investors have filed a class action lawsuit against Oracle, contending that it made misleading statements during its initial $18 billion bond drive, resulting in potential losses of $1.3 billion.”

“Experiments on a real-world image classification dataset demonstrate that EGT achieves up to 98.97% overall accuracy (matching baseline performance) with a 1.97x inference speedup through early exits, while improving attention consistency by up to 18.5% compared to baseline models.”

“AI integration into data pipelines appears to be becoming more convenient, so let's give it a try.”

“Machine learning practitioners encounter three persistent challenges that can undermine model performance: overfitting, class imbalance, and feature scaling issues.”

“Kids are being identified as adults—and vice versa—on Roblox, while age-verified accounts are already being sold online.”

“This series dissects the inner workings of LLMs, from full scratch implementations with Python and NumPy, to cutting-edge techniques used in Qwen-32B class models.”

“The deal to put Gemini at the heart of Siri is official, and it makes sense for both sides; then Google runs its classic playbook with Universal Commerce Protocol.”

“The key is (1) 1B-class GGUF, (2) quantization (Q4 focused), (3) not increasing the KV cache too much, and configuring llama.cpp (=llama-server) tightly.”

“起きていたのは、高度に整流された人間思考の再現 (What was happening was a reproduction of highly-refined human thought).”

“Gemini API を本番運用していると、こんな要件に必ず当たります。”

“I built this as a personal open-source project to explore how EU AI Act requirements can be translated into concrete, inspectable technical checks.”

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“PC-class small language models (SLMs) improved accuracy by nearly 2x over 2024, dramatically closing the gap with frontier cloud-based large language models (LLMs).”

“It’s built to power reliable on-device agentic applications: higher quality, lower latency, and broader modality support in the ~1B parameter class.”

“Exploratory results demonstrated that ConvNeXt-Tiny achieved the highest performance, attaining a 96.88% accuracy on the test”

“Our approach relies on a unified formulation of the distance from a point to a hyperplane on the considered spaces.”

“AEF-based models generally exhibit strong performance on all tasks and are competitive with purpose-built RS-ba”

“この記事では、Amazonレビューのテキストデータを使って レビューがポジティブかネガティブかを分類する二値分類タスクを実装しました。”

“前回こちらでロジスティック回帰（およびソフトマックス回帰）でMNISTの0から9までの手書き数字の画像データセットを分類する記事を書きました。”

“Our findings reveal that the best detector is highly dependant on the total number of faulty examples in the training dataset, with additional healthy examples offering insignificant benefits in most cases.”

“MNIST（エムニスト）は、0から9までの手書き数字の画像データセットです。”

“The core algorithm chosen for the project is Multinomial Naive Bayes, primarily due to its simplicity, interpretability, and suitability for short text data.”

“Now i have been thinking that LLM models based on the transformer architecture are essentially an overglorified classifier during training (forced prediction of the next token at every step).”

“The author is working on a disease prediction model with a small tabular dataset and is questioning the feasibility of using classical ML techniques.”

“Trained for roughly 22hrs. 12800 classes(including LoRA), knowledge cutoff date is around 2024-06(sry the dataset to train this is really old). Not perfect but probably useable.”

“Pixel Art, A pixelated image of a space astronaut floating in zero gravity. The astronaut is wearing a white spacesuit with orange stripes. Earth is visible in the background with blue oceans and white clouds, rendered in classic 8-bit style.”

“Mini PC with AMD Ryzen AI 9 HX 370 in NES-a-like case 'coming soon.'”

“The paper establishes a complete classification for fermionic symmetry protected topological phases (FSPT) with purely discrete internal symmetries, which determines the crystalline case via the crystalline equivalence principle.”

“The paper classifies the irreducible components of V(d,n), gives criteria for the ideal I(d,n) to be prime or a complete intersection, and for the variety V(d,n) to be normal. It also gives near-equivalent conditions for V(d,n) to be factorial.”

“The PDE-ODI principle converts a broad class of parabolic differential equations into systems of ordinary differential inequalities.”

“The paper develops an approximate Stein's Unbiased Risk Estimator (SURE) for the average mean squared error and establishes asymptotic optimality and regret bounds for a class of machine learning-assisted linear shrinkage estimators.”

“The paper identifies universal polar dual pairs of spherical codes C and D such that for a large class of potential functions h the minima of the discrete h-potential of C on the sphere occur at the points of D and vice versa.”

“Generative classifiers...can avoid this issue by modeling all features, both core and spurious, instead of mainly spurious ones.”

“The paper shows that almost proper varieties, as well as p-adic (weakly admissible) period domains in the sense of Rappoport-Zink belong to this class.”

“The discrete period matrix admits the same canonical decomposition $Π= rac{1}{2} H + i T$ as in the smooth setting, where $H$ encodes the topological type and $T$ is purely imaginary.”

“The best model had a weighted F-score of 0.898, while the pipeline running on CPU had a processing median time of 498 seconds per 100 files.”

“The paper shows that the homeomorphism problem for compact topological n-manifolds is Borel equivalent to equality on natural numbers, while the homeomorphism problem for noncompact topological 2-manifolds is of maximal complexity.”

“The paper details the properties of each of the twelve infinite families of examples, describing their ideals and quotients, subalgebras and idempotents in all characteristics. It also describes all exceptional isomorphisms between them.”

“The paper presents its axiomatization that is sound with respect to the class of all fuzzy context models. In addition, both the necessity and sufficiency fragments of the logic are also individually complete with respect to the class of all fuzzy context models.”

“The paper clarifies the roles of wavefunctions and averaging over moduli, concluding that holographic computations may be performed with or without averaging.”

“The constructive framework produces a fully 4D-covariant action that belongs to the class of generalised extended mimetic gravity models.”

“The paper derives closed-form Cram'er--Rao bounds (CRBs) for joint estimation of target position, velocity, and radar cross-section (RCS).”