“Is it "cheating" or bad practice to optimize hyperparameters based on a metric (RMSE) that isn't exactly the loss function used for weights updates (MSE)? Or is this standard industry procedure?”

“Further exploration is needed!”

“This partnership promises streamlined real estate operations.”

“You throw a ball up (or at an angle), and note down the height of the ball at different points of time.”

“I built an evidence-first pipeline where: Content is generated only from a curated KB; Retrieval is chunk-level with reranking; Every important sentence has a clickable citation → click opens the source”

“The new model supports a 're-thinking' mode, which can simultaneously launch 8 'brains' to execute tasks, ensuring comprehensive thinking and reliable decision-making.”

“Google is releasing TranslateGemma.”

“The article likely explores prompt engineering's impact, demonstrating how carefully crafted instructions can unlock superior performance from these powerful AI models.”

“Deloitte is responding to the burgeoning era of AI regulation by automating regulatory investigations.”

“The Wikimedia Foundation says Microsoft, Meta, Amazon, Perplexity, and Mistral joined Wikimedia Enterprise to get “tuned” API access; Google is already a member.”

“OpenAI's new standalone translation tool supports over 50 languages and features AI-powered prompt customization.”

“Seeded topic modeling, integration with LLMs, and training on summarized data are the fresh parts of the NLP toolkit.”

“LSP (Language Server Protocol) is being utilized in the AI Agent domain.”

“The article suggests that developers should be strategic in selecting the correct AI tool for specific tasks, avoiding the pitfalls of single-tool dependency and leading to improved code accuracy.”

“これらの課題を解決するのが、Claude Code の サブエージェント（Sub-agents） 機能です。”

“Once you train your decoder-only transformer model, you have a text generator.”

“Experiential results show that LLMs can reliably convert natural language into structured robot actions; after applying prompt-engineering templates instruction-parsing accuracy improves significantly; as task complexity increases, overall accuracy rate exceeds 88.9% in the highest complexity tests.”

“Transfer learning with fine-tuning substantially outperforms CNNs trained from scratch for pediatric pneumonia detection, showing near-perfect accuracy.”

“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。”

“「本当に正確に論理的な推論ができているのか？」”

“前回の記事ではAMD Ryzen AI Max+ 395でgpt-oss-20bをllama.cppとvLLMで推論させたときの性能と精度を評価した。”

“Since the quality of data-driven ROMs is sensitive to the quality of the limited training data, we seek to identify training parameters for which using the associated training data results in the best possible parametric ROM.”

“Article URL: https://github.com/firasd/vibesbench/blob/main/docs/ai-sycophancy-panic.md”

“なるほど、これは パターソン復号法における「エラー値の計算」で微分が現れる理由 を、関数論・有限体上の留数 の観点から説明するという話ですね。”

“HyperNova 60B base architecture is gpt-oss-120b.”

“Claims were made that we were on the verge of pinnacle AI. Not yet.”

“カメラで撮影するだけで、AIがあなたに似合う色と髪型を診断してくれるWebアプリです。”

“When deception was suppressed, models reported they were conscious. When the ability to lie was enhanced, they went back to reporting official corporate disclaimers.”

“Some AI chatbots have a surprisingly good handle on breaking news. Others decidedly don’t.”

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

“I compiled a listing of my nearly 100 articles on AI and mental health that posted in 2025. Those also contain predictions about 2026 and beyond.”

“I'm using Qwen3 vl 8b with llama.cpp to OCR text from japanese artwork, it's the most accurate model for this that i've tried, but it still sometimes gets a character wrong or omits it entirely. I'm sure the correct prediction is somewhere in the top tokens, so if i had access to them i could easily correct my outputs.”

“Lesson: people follow confidence more than facts. That’s how ideas spread”

“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 demonstrates that 'extreme-wave phenomena, often treated as deleterious fluctuations, can be harnessed as structural nonlinearity for scalable, energy-efficient neuromorphic photonic inference.'”

“The introduction of a transformation strain limit, beyond which the material is fully martensitic and behaves elastically, leading to a distinctive behavior in which the region of localized damage widens, yielding a delay of fracture.”

“The paper provides the first convergence guarantee for Optimistic Multiplicative Weights Update (OMWU) in NLHF, showing that it achieves last-iterate linear convergence after a burn-in phase whenever an NE with full support exists.”

“Easier randomizing gates provide more accurate fidelity estimation.”

“Xiu Yuliang shared the latest three works of the Yuanxi Lab, namely UP2You, ETCH, and Human3R.”

“The combined SPHEREx + 7DS dataset significantly improves redshift estimation compared to using either the SPHEREx or 7DS datasets alone, highlighting the synergy between the two surveys.”

“The paper focuses on gradient estimation in the context of functions with or without non-independent variables.”

“The newly proposed mCCAdL thermostat achieves a substantial improvement in the numerical stability over the original CCAdL thermostat, while significantly outperforming popular alternative stochastic gradient methods in terms of the numerical accuracy for large-scale machine learning applications.”

“The introduction of a size-dependent "best" conductivity, $κ_{\mathrm{best}}$, allows FEM to reproduce MD hot-spot temperatures with high fidelity.”

“USF-MAE achieved the highest performance across all evaluation metrics, with 90.57% accuracy, 91.15% precision, 90.57% recall, and 90.71% F1-score.”

“Findings suggest automated feedback functions are most suited as a supplement to human instruction, with conservative surface-level corrections proving more reliable than aggressive structural interventions for IELTS preparation contexts.”

“The proposed methods substantially outperform nuclear-norm-based and non-robust alternatives under heavy-tailed noise and contamination.”

“PackKV achieves, on average, 153.2% higher memory reduction rate for the K cache and 179.6% for the V cache, while maintaining accuracy.”

“CF-VLA improves trajectory accuracy by up to 17.6%, enhances safety metrics by 20.5%, and exhibits adaptive thinking: it only enables counterfactual reasoning in challenging scenarios.”

“The paper proposes a joint client selection and resource allocation (CSRA) approach, employing a series of convex optimization and relaxation techniques.”

“Novice endoscopists exposed to EndoRare-generated cases achieved a 0.400 increase in recall and a 0.267 increase in precision.”