“This guide is for those interested in AI and machine learning with AMD Radeon graphics cards.”

“Running this at 5K RPS with sub-microsecond overhead now. The concurrency primitives in Go made this way easier than Python would've been.”

“But now the iPhone maker is struggling …”

“The article states TSMC is 'strong'.”

“The article states: "Chip supply shortages will continue for another two years."”

“という事で、現環境でどうにかこうにかローカルでLLMを稼働できないか試行錯誤し、Windowsで実践してみました。”

“I was mainly using Claude Code (Pro / $20) because the 'autonomous agent' experience of reading a project from the terminal, modifying it, and running it was very convenient.”

“One of the biggest differences between Claude Code, GitHub Copilot and Codex is that 'the commands that Codex generates and executes are, in principle, operated under the constraints of sandbox_mode.'”

“"画像がダメなら、テキストだ」ということで、今回はDifyのナレッジ（RAG）機能を使い、ローカルのRAG環境を構築します。”

“Cardinality Constrain...”

“So by merging LoRA to full model, it's possible to quantize the merged model and have a Q8_0 GGUF FLUX.2 [dev] Turbo that uses less memory and keeps its high precision.”

“The actual problem is that when you don't give ChatGPT enough constraints, it gravitates toward the statistical center of its training data.”

“Be innovative, forward-thinking, and think outside the box. Act as a collaborative thinking partner, not a generic digital assistant.”

“今回の開発で目指したのは、単に動くものを作ることではなく、「企業の実務レベルでも通用する、ガバナンス（法的権利・規約・安定性）を意識した設計」にすることです。”

“"In my customisation I have instructions to not give me YT videos, or use analogies.. but it ignores them completely."”

“I've heard of rare cases where Claude has deleted someones user home folder... I just had a situation where it was working on building some Docker containers for me, ran out of disk space, then just went ahead and started deleting files it saw fit to delete, without asking permission. I got lucky and it didn't delete anything critical, but yikes!”

“"Expectation is easy. Articulation is the skill." The difference between frustration and leverage is learning how to externalize intent.”

“The user wants to allow users to login with OAI (or another provider) and then somehow have this aggregator site do it's summarization with a premium model that the user has access to.”

“DeepSeek solved the instability by constraining the learnable matrices to be "Double Stochastic" (all elements ≧ 0, rows/cols sum to 1). Mathematically, this forces the operation to act as a weighted average (convex combination). It guarantees that signals are never amplified beyond control, regardless of network depth.”

“DeepSeek solved the instability by constraining the learnable matrices to be "Double Stochastic" (all elements ≧ 0, rows/cols sum to 1).”

“The author, a former network engineer, is new to Mac and IT, and is building the environment for app development.”

“Oracle is facing a tricky problem: the company has promised to build a large-scale chip computing power data center for OpenAI, but lacks sufficient cash flow to support the project. So far, Oracle can still pay for the early costs of the physical infrastructure of the data center, but it urgently needs to purchase a large number of Nvidia chips to support the training of OpenAI's large models and the commercial computing power of ChatGPT.”

“ChatGPT solved it easily but its reasoning is illogical, even saying things like using Cigar for the letter S.”

““Over the past two weeks, I’ve been experiencing something unusual with Anthropic’s models, particularly Claude. Tasks that were previously handled in a precise, intelligent, and consistent manner are now being executed at a noticeably lower level — shallow responses, logical errors, and a lack of basic contextual understanding.””

“The paper identifies physical theories as least fixed points of admissibility constraints derived from Galois connections.”

“The paper constructs a general effective field theory (EFT) framework for neutrino-dark matter (DM) interactions and systematically finds all possible gauge-invariant ultraviolet (UV) completions.”

“The paper highlights that the right-handed scale (vR) is excluded up to 2x10^9 GeV based on the diphoton coupling of H3, and future experiments could probe up to 5x10^9 GeV (muon experiments) and 6x10^11 GeV (supernova observations).”

“The best solution approach for a practical path-based model reduces the IP gap by an average of 26.5% and 22.5% for the two largest instance groups, compared to solving the reformulation alone.”

“The paper proposes a Bidirectional Continuous Compatible Representation (Bi-C2R) framework to continuously update the gallery features extracted by the old model to perform efficient L-ReID in a compatible manner.”

“The framework combines hierarchical deformation planning with neural tracking, ensuring reliable performance in both global deformation synthesis and local deformation tracking.”

“We find no significant peak in the periodogram of those bursts.”

“The main contribution is a factor-$5$ distortion algorithm that requires only $O(k \log^2 k)$ queries.”

“The paper proposes novel alternative constraints to limit solution ambiguity and studies their impact when the data are observed perfectly.”

“The algorithm minimizes a discretized version of the energy using finite elements, generalizing existing TV-minimization methods.”

“BEDA consistently outperforms strong baselines: on CKBG it improves success rate by at least 5.0 points across backbones and by 20.6 points with GPT-4.1-nano; on Mutual Friends it achieves an average improvement of 9.3 points; and on CaSiNo it achieves the optimal deal relative to all baselines.”

“mHC restores the identity mapping property while incorporating rigorous infrastructure optimization to ensure efficiency.”

“The proposed method utilizes constraint templates to extract combinations of various components, such as shift patterns for consecutive days or staff combinations.”

“The paper demonstrates a continuum of collisions between hydrodynamic modes at complex wavevector for dispersion relations with a branch point at the origin.”

“The paper highlights the importance of coordinated time-power optimization in balancing sensing accuracy and communication performance in wireless powered ISAC systems.”

“The paper finds that appropriate trigger selection constitutes a crucial factor for detecting these signal signatures in both tracker system and CMS muon system. At the high-luminosity LHC, the exotic Higgs branching ratio to cascade decays (dark showers) can be constrained below $\mathcal{O}(10^{-5}-10^{-1})$ [$\mathcal{O}(10^{-5}-10^{-2})$] for dark meson proper lifetimes $c\tau$ ranging from $1$ mm to $100$ m.”

“The paper explores integer (Int8) quantization and a resource-aware gait scheduling viewpoint to maximize RL reward under power constraints.”

“No statistically significant evidence for postmerger echoes is found.”

“The article quotes Xue Guirong, the technical director of the scientific model overall team at Zhejiang Lab, who points out that LLMs are limited by the 'boundaries of language' and cannot truly understand high-dimensional, multi-type scientific data, nor can they independently complete verifiable scientific discoveries. The article also highlights the 'AI Manhattan Project' as a major initiative in the application of AI in science.”

“The Bayesian analysis demonstrates that the observational bounds are effective in significantly constraining the low-density region of the equation of state.”

“LSRE attains semantic risk detection accuracy comparable to a large VLM baseline, while providing substantially earlier hazard anticipation and maintaining low computational latency.”

“MEIC-DT achieves highly competitive coreference performance under stringent memory constraints.”

“Deformed systems involve, as invariant subsets, two different off-shell versions of the irreducible multiplet ${\bf (8,8,0)}$.”

“The central mechanism is energy-grade matching: low-grade WtE thermal output drives absorption cooling to deliver chilled service, thereby displacing baseline cooling electricity.”

“A minimal model with a light CP-even scalar mediator naturally produces a velocity-dependent annihilation cross section consistent with thermal freeze-out, the Milky Way excess, and limits from dwarf spheroidal galaxies.”

“Temperature, chemical potential, and pressure arise as conjugate variables of a single information-theoretic functional.”