“"Well Sam says the poors (free tier) will be shoved with contextual adds"”

“Researchers tested AI on remote freelance projects across fields like game development, data analysis, and video animation. It didn't go well.”

“AI that cannot correctly retain project specifications and context...”

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“適切に設定しないとMCPを1個追加するたびに、チーム全員のリクエストコストが上がり、ツール定義の読み込みだけで数万トークンに達することも。”

“If ChatGPT's 800 million+ users want to buy groceries via Instacart, create playlists with Spotify, or find hiking routes on AllTrails, they can now do so within the chatbot without opening a mobile app.”

“The initial screen from DGX OS for connecting to Wi-Fi definitely belongs in /r/assholedesign. You can't do anything until you actually connect to a Wi-Fi, and I couldn't find any solution online or in the documentation for this.”

“Enhancing the baseline agent with Chain-of-Thought (CoT) reasoning and self-reflection leads to an unexpected performance decrease, suggesting MLLMs exhibit poor context awareness in embodied navigation tasks.”

“The resulting machine learning interatomic potential accurately reproduces experimental properties including volume expansion, operating voltage, and sodium concentration-dependent structural transformations, while revealing a four-order-of-magnitude difference in sodium diffusivity between the rhombohedral (sodium-rich) and tetragonal (sodium-poor) phases at 300 K.”

“All LLMs we tested are overconfident...”

“MSched outperforms demand paging by up to 11.05x for scientific and deep learning workloads, and 57.88x for LLM under memory oversubscription.”

“The article states that LLM applications are easy to make 'seem to work' but difficult to make 'work as expected,' leading to issues like 'it's not what I expected,' 'they said they built it to spec,' and strained relationships between the team and the vendor.”

“The paper proposes an auxiliary task learning (ATL) method for reconstructing missing PMU data.”

“The study derives a metallicity of $12+\log(\mathrm{O/H})=7.29\pm0.06$ dex, placing Leo A in the low-mass end of the Mass-Metallicity Relation (MZR).”

“The article likely explores how AI tools like code completion, code analysis, and automated testing are making it easier to identify and fix code quality issues. It might also discuss the implications for developers' skills and the future of software development.”

“SLMs struggle to follow the required style when the instruction is placed in system messages rather than user messages, which contradicts the intended function of system prompts.”

“The paper demonstrates that the target density (rho) of parameters can be achieved in FL, under data and client participation heterogeneity, with minimal loss in statistical performance.”

“Standard RM accuracy fails catastrophically as a selection criterion for deployment-ready personalized alignment.”

“Adding more AI to a late or poorly defined project makes it confusing faster.”

“Increasing the $^{16}$O($^{16}$O, n)$^{31}$S reaction rate enhances the K yield by a factor of 6.4, and the predicted [K/Ca] and [K/Fe] values become consistent with observational data.”

“Samples influenced by spurious features tend to exhibit a dispersed distribution in the learned feature space.”

“The system exhibits a sharp, switch-like transition between a token-saturated state and an empty state.”

“"AI" puts out the most statistically correct thing rather than what could be perceived as original thought.”

“The study identified three Li thresholds based on IR excesses: about 1.5 dex for RGB stars, about 0.5 dex for HB stars, and about -0.5 dex for AGB stars, establishing a new criterion to characterise Li-rich giants.”

“VACP achieves 89.7 percent empirical coverage (90 percent target) while reducing the mean prediction set size from 847 tokens to 4.3 tokens -- a 197x improvement in efficiency.”

“Chord classifiers perform poorly on rare chords and that pitch augmentation boosts accuracy.”

“The paper reveals critical limitations of state-of-the-art VLAs, including a strong tendency toward memorization over generalization, asymmetric robustness, a lack of consideration for safety constraints, and an inability to compose learned skills for long-horizon tasks.”

“88% of companies will regularly use AI in at least one business operation by 2025.”

“Reasoning models process 44.5% fewer bytes than standard models while maintaining equivalent correctness.”

“The paper predicts that gamma-rays are detectable across all facilities for the external shock model, while the neutrino detection prospect is poor. In contrast, both IceCube and KM3NeT have significantly better prospects for detecting neutrinos in the magnetic reconnection scenario.”

“The methodology effectively balances the exploration-exploitation trade-off in multi-objective optimization.”

“The company's seal and all permissions, including approval of payments, were taken back by the group.”

“Fine-tuning significantly improves performance, with XLM-RoBERTa, mDeBERTa and MultilingualBERT achieving around 91% on both accuracy and F1-score.”

“Figma MCP Server and Claude can be combined to generate code by referring to the design on Figma. However, when you actually try it, you will face the problem that the output result is greatly influenced by the "quality of Figma data".”

“AI isn't new to Hollywood - but this was the year when it really made its presence felt.”

“I felt that the importance of writing technical articles (Advent Calendar or tech blogs) in an age where AI is commonplace has decreased considerably.”

“"Vibe Coding" (relying on AI based on vague instructions)”

“The audios our client have are borderline unintelligible to most people due to the many domain-specific jargons/callsigns and heavily clipped voices.”

“毎日のフローを確実に回し、最小アウトプットをストックに変換する。”

“The paper highlights a disparity between generation strengths and retrieval weaknesses within multimodal LLMs.”

“The article likely contains specific examples of the AI's failures, such as incorrect pricing, misinterpreting sales data, or failing to restock popular items. These details would provide concrete evidence of the AI's shortcomings.”

“The article likely discusses the characteristics of massive stars in metal-poor galaxies.”

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“The paper examines the robustness of probabilistic models to low-quality data.”

“The study focuses on using lightweight LLMs and GNNs.”

“The article likely explores how distant supervision, which uses readily available data (e.g., from the web) to label sentiment, can be applied effectively across multiple languages, including those with limited labeled data.”

“The thinking goes: if your model has too many parameters (is "too complex") for the amount of data you have, it will "overfit" by essentially memorizing the data instead of learning the underlying patterns.”

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“The context is from Hacker News, a forum for programmers and tech enthusiasts, suggesting the discussion is from a developer's perspective.”

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