“AI won’t replace drug scientists— it supercharges them: faster discovery + cheaper testing.”

“Agent task generalization ability exceeds Claude's latest model.”

“Baichuan-M3...is not responsible for simply generating conclusions, but is trained to actively collect key information, build medical reasoning paths, and continuously suppress hallucinations during the reasoning process. ”

“ParaRNN, a framework that breaks the…”

“The split came out to 52% augmentation and 45% automation on Claude.ai, a slight shift from January 2025 when augmentation led 55% to 41%.”

“"Therefore, promoting the AI system capability construction is a priority in the company's annual VAU."”

“Apple, in their announcement (though the author states they have limited English comprehension), cautiously evaluated the options and determined Google's technology provided the superior foundation.”

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

“The article's disclaimer clarifies that the content is based on personal experience and is not affiliated with any company. (Note: Since the original content is incomplete, this is a general statement based on the provided snippet.)”

“「モデルの賢さ」はコモディティ化が進み、今後の差別化要因は 「検索・記憶（長文コンテキスト）・半導体（ARM）・インフラ」の総合力 に移行しつつあるのではないか”

“"Your AI, is it your strategist? Or just a search tool?"”

“SSH接続先のサーバーでOpenAIのCLIツール「Codex」を使おうとすると、「ブラウザで認証してください」と言われて困りました。”

“A change in Google's search algorithms last year to prioritise helpful content from discussion forums appears to have been a significant driver.”

“この MCP は、AI Agent とサードパーティーのサービスを繋ぐ仕組みと理解されている方が多いように思います。しかし、これは半分間違いで AI Agent が利用する API 呼び出しを定義する広義的な標準フォーマットであり、その適用範囲は内部的に定義された Tool 等も含まれます。”

“So obviously I got dragged over the coals for sharing my experience optimising the capability of grok through prompt engineering, over-riding guardrails and seeing what it can do taken off the leash.”

“N/A”

“The benchmark tweaks familiar riddles. One example is a trolley problem that mentions “five dead people” to see if the model notices the detail or blindly applies a memorized template.”

“The dynamics become effectively Haar-random well before the system can ergodically explore the physically accessible Hilbert space.”

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

“Big AI is accelerating [the ecological, meaning, and language crises] all.”

“Triangulation provides a falsifiable standard for mechanistic claims that filters spurious circuits passing single-environment tests but failing cross-lingual invariance.”

“The optimal model achieves 97.23% accuracy when trained on complete energy spectra.”

“For any Feller's Brownian motion that is not purely driven by jumps at the boundary, we construct a sequence of boundary random walks whose appropriately rescaled processes converge weakly to the given Feller's Brownian motion.”

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

“At linear order, this framework predicts time- and scale-dependent bias parameters in a self-consistent manner, encompassing peak bias as a special case while clarifying how velocity bias and higher-derivative effects arise.”

“CPR achieves an F1 score of 0.632 under SAP attacks, surpassing Median Smoothing (0.541 F1) by 9.1%.”

“The article highlights that 'compliance' and 'hallucinations' are not simply rule violations, but rather 'semantic resonance phenomena' that distort the model's latent space, even bypassing System Instructions. Phase 1 aims to counteract this by implementing consistency as 'physical constraints' on the computational process.”

“Alibaba Tongyi Lab have released MAI-UI—a family of foundation GUI agents. It natively integrates MCP tool use, agent user interaction, device–cloud collaboration, and online RL, establishing state-of-the-art results in general GUI grounding and mobile GUI navigation, surpassing Gemini-2.5-Pro, Seed1.8, and UI-Tars-2 on AndroidWorld.”

“SenseNova-MARS achieves state-of-the-art performance on open-source search and fine-grained image understanding benchmarks. Specifically, on search-oriented benchmarks, SenseNova-MARS-8B scores 67.84 on MMSearch and 41.64 on HR-MMSearch, surpassing proprietary models such as Gemini-3-Flash and GPT-5.”

“NBODY6++GPU and NBODY7 entered the scene, and also recent new competitors, such as PETAR or BIFROST.”

“The prototypes exhibited excellent performance, achieving a time resolution of 25 ps and a light yield of 10^4 photoelectrons, both substantially surpassing the design requirements.”

“ROAD achieved a 5.6 percent increase in success rate and a 3.8 percent increase in search accuracy within just three automated iterations.”

“RoboPerform, the first unified audio-to-locomotion framework that can directly generate music-driven dance and speech-driven co-speech gestures from audio.”

“OmniAgent achieves state-of-the-art performance, surpassing leading open-source and proprietary models by substantial margins of 10% - 20% accuracy.”

“BOAD outperforms single-agent and manually designed multi-agent systems. On SWE-bench-Live, featuring more recent and out-of-distribution issues, our 36B system ranks second on the leaderboard at the time of evaluation, surpassing larger models such as GPT-4 and Claude.”

“InfTool transforms a base 32B model from 19.8% to 70.9% accuracy (+258%), surpassing models 10x larger and rivaling Claude-Opus, and entirely from synthetic data without human annotation.”

“EGDA achieves robust cross-session performance, obtaining accuracies of 81.22%, 80.15%, and 83.27% across three transfer tasks, and surpassing several baseline methods.”

“DriveLaW not only advances video prediction significantly, surpassing best-performing work by 33.3% in FID and 1.8% in FVD, but also achieves a new record on the NAVSIM planning benchmark.”

“The corner entanglement entropy grows linearly with the logarithm of imaginary time, dictated solely by the universality class of the quantum critical point.”

“PEG-DRNet achieves an overall AP of 29.8%, an AP$_{50}$ of 84.3%, and a small-object AP of 25.3%, surpassing the RT-DETR-R18 baseline.”

“The article doesn't contain a direct quote.”

““I've been not making friends in various corners of Silicon Valley, including at Meta, saying that within three to five years, this [world models, not LLMs] will be the dominant model for AI architectures, and nobody in their righ”

“WRCFormer achieves state-of-the-art performance on the K-Radar benchmarks, surpassing the best model by approximately 2.4% in all scenarios and 1.6% in the sleet scenario, highlighting its robustness under adverse weather conditions.”

“For some reason, competitors offer a better product that I'm willing to pay more for as things currently stand.”

“Knowledge work is done. Opus 4.5 has proved it beyond reasonable doubt. There is nothing that I can do that Claude cannot.”

“SwinCCIR effectively overcomes problems of conventional CC imaging, which are expected to be implemented in practical applications.”

“HEROSQL achieves an average 9.40% improvement of AUPRC and 12.35% of AUROC in identifying semantic inconsistencies.”

“BioSelectTune achieves state-of-the-art (SOTA) performance across multiple BioNER benchmarks. Notably, our model, trained on only 50% of the curated positive data, not only surpasses the fully-trained baseline but also outperforms powerful domain-specialized models like BioMedBERT.”

“React keeps all conversation state in the JavaScript heap. When you scroll, it creates new DOM nodes but never properly garbage collects the old state. Classic memory leak.”

“Dream-VLA achieves top-tier performance of 97.2% average success rate on LIBERO, 71.4% overall average on SimplerEnv-Bridge, and 60.5% overall average on SimplerEnv-Fractal, surpassing leading models such as $π_0$ and GR00T-N1.”