“Now there's a planner → checker → revise loop. Plans don't execute until they pass verification.”

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

“ParaRNN, a framework that breaks the…”

“This article aims to help those who are unfamiliar with CUDA core counts, who want to understand the differences between CPUs and GPUs, and who want to know why GPUs are used in AI and deep learning.”

“The article suggests a potential 'proxy war' against AI.”

“The article's key concept centers around addressing the waiting time issues encountered when using Claude Code, motivating the exploration of parallel processing solutions.”

“Further analysis needed, but the title suggests focus on LLM fine-tuning on DGX Spark.”

“git worktree allows you to create multiple working directories from a single repository and work simultaneously on different branches.”

“Collective Communication (CC) is at the core of data exchange between multiple accelerators.”

“GPU architecture's suitability for AI, stemming from its SIMD structure, and its ability to handle parallel computations for matrix operations, is the core of this article's premise.”

“Cannot provide quote as the article content is only provided as a URL.”

“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。”

“Our estimator can be trained without computing the autocovariance kernels and it can be parallelized to provide the estimates much faster than existing approaches.”

“この1週間、GitHubで複数のプロジェクトを同時並行で進め、AIを活用することで個人レベルでは不可能だったアウトプット量と質を実現しました。”

“The article references C.S. Lewis's 'The Abolition of Man' and the concept of 'men without chests' as a key element of the predicted future. It also mentions the AI's potential morality being tied to the concept of entropy.”

“The Future on Margin (Part I) by Howe Wang. How three centuries of booms were built on credit, and how they break”

“The article doesn't contain a specific quote, but rather presents a general argument about the cycle of technological hype and subsequent reality.”

“Inspired by https://zenn.dev/ryo369/articles/d02561ddaacc62, I will write about future predictions.”

“There is no one correct way to use Claude Code: we intentionally build it in a way that you can use it, customize it and hack it however you like.”

“The author's personal experience with cigarettes is used to illustrate the point: acknowledging both the negative health impacts and the personal benefits of smoking, and advocating for a realistic assessment of AI's impact.”

“当時の人々には「奇妙な実験」でしかなかったものが、現代の私たちから見れば、文明を変えた転換点だっ...”

“The article doesn't contain a direct quote, but rather reports on a statement made by Sundar Pichai.”

“If AI led to a new medical drug that makes the average person 40 to 50% more calm and happier, and had fewer side effects than coffee, would you take this new medicine?”

“DLMs augmented with polynomial-length chain-of-thought (CoT) can simulate any parallel sampling algorithm using an optimal number of sequential steps.”

“The authors report an experimentally accessible protocol for directly measuring the mixed-state topological invariant.”

“The framework reduces runtime from 84 to 48 hr on the same CPU platform and to 7 hr on an NVIDIA A100 GPU, while producing results consistent with those from the original pipeline.”

“By directly extracting multiple bits from the digitized output of the entropy source, we achieve a single-channel random bit generation rate of 1.536 Tb/s, while four-channel parallelization reaches 6.144 Tb/s with no observable interchannel correlation.”

“MP-Jacobi couples min-sum message passing with Jacobi block updates, enabling parallel updates and single-hop communication.”

“RadAR significantly improves generation efficiency by integrating radial parallel prediction with dynamic output correction.”

“The paper demonstrates "parallel and independent control of 49-channel with negligible crosstalk and high uniformity."”

“The paper shows that the Pontryagin index emerges as an integer infrared winding, such that the resulting holonomy phase is quantized by Q∈Z and reproduces the standard weight e^{iθQ}.”

“The speed of information displacement is linearly related to the ratio of odd vs total kernel energy.”

“The resulting tracking performance, evaluated on the Open Data Detector, is comparable with the full simulation.”

“DiffThinker significantly outperforms leading closed source models including GPT-5 (+314.2%) and Gemini-3-Flash (+111.6%), as well as the fine-tuned Qwen3-VL-32B baseline (+39.0%), highlighting generative multimodal reasoning as a promising approach for vision-centric reasoning.”

“The paper introduces a suite of performance optimizations, including interleaved pipeline scheduling, attention-aware data scheduling for long-sequence training, hierarchical and overlapped communication for expert parallelism, and DVM-based operator fusion.”

“PipeFlow achieves up to a 9.6X speedup compared to TokenFlow and a 31.7X speedup over Diffusion Motion Transfer (DMT).”

“Outputs at any time t depend only on a fixed-length context window preceding t.”

“”

“The evaluation results show that after applying parallelization with the proposed framework, all patterns show a reduction in execution time, confirming the effectiveness of parallelization.”

“The article's content would likely involve technical details of the algorithms, their time and space complexity, and potentially comparisons to existing algorithms. It would also likely include mathematical proofs and experimental results.”

“The evaluation results demonstrate that the proposed method is suitable for the development of autonomous driving software, particularly in achieving real-time performance.”

“The paper proposes improvements to MCMC algorithms and compares post-processing methods to stabilize the results of Bayesian profile regression mixture models.”

“The proposed method, termed Haar-tSVD, exploits a unified tensor singular value decomposition (t-SVD) projection combined with Haar transform to efficiently capture global and local patch correlations.”

“”

“AI, like any other tool, is exactly that: A tool and it can be used for good or evil.”

“The article starts by asking if users customize their ~/.gemini and if they maintain ~/.gemini/GEMINI.md. It then introduces extensions as a way to bundle GEMINI.md, custom commands, etc., and highlights the ability to enable/disable them individually.”

“Active VGC dynamically manages runtime objects using a concurrent mark and sweep strategy tailored for parallel workloads, reducing pause times by up to 30 percent compared to generational collectors in multithreaded benchmarks.”

“MERINDA delivers substantial gains over GPU implementations: 114x lower energy, 28x smaller memory footprint, and 1.68x faster training, while matching state-of-the-art model-recovery accuracy.”

“最初にそのログを見たとき、私は「これはまさにインターンに教えていることと同じだ」と感じました。”

“The killer feature is council_ask - it queries Codex, Gemini, and OpenCode in parallel, then optionally runs a second round where each agent sees the others' answers and revises (or critiques) their response.”