OpenAI's Adaptive Business: Scaling with Intelligence
Analysis
Key Takeaways
“OpenAI’s business model scales with intelligence—spanning subscriptions, API, ads, commerce, and compute—driven by deepening ChatGPT adoption.”
“OpenAI’s business model scales with intelligence—spanning subscriptions, API, ads, commerce, and compute—driven by deepening ChatGPT adoption.”
“3 Pro responded it is yoghurt with granola, and commented it was hidden in the biography of a character of the roleplay.”
“This year, the challenge was not just 'completion' but also 'quality maintenance'.”
“T3出行全量业务成功迁移至腾讯云,创行业最大规模纪录 (T3 Mobility's full business successfully migrated to Tencent Cloud, setting an industry record for the largest scale)”
“Marktechpost has released AI2025Dev, its 2025 analytics platform (available to AI Devs and Researchers without any signup or login) designed to convert the year’s AI activity into a queryable dataset spanning model releases, openness, training scale, benchmark performance, and ecosystem participants.”
“European female founders continued their strong fundraising run into December, securing significant capital across artificial intelligence, biotechnology, sustainable…”
“Si quieres el tuyo solo dímelo ! 😺 (If you want yours, just tell me!)”
“The paper proves that determining the thinness of a tree is coNP-hard.”
“The paper proves that the local limit of the weighted spanning trees on any simple connected high degree almost regular sequence of electric networks is the Poisson(1) branching process conditioned to survive forever.”
“The paper shows that commutative Frobenius pseudomonoids in the bicategory of spans are in correspondence with 2-Segal cosymmetric sets.”
“Tests on Arabic, Bangla, English, and Spanish datasets show that our approach consistently beats strong baselines.”
“DGGT's biggest breakthrough is that it gets rid of the dependence on scene-by-scene optimization, camera calibration, and short frame windows of traditional solutions.”
“Incorporating contrasts spanning multiple turns is critical for building robust multi-turn RMs.”
“If seafloor weathering has a stronger feedback than continental weathering and accounts for a large portion of global silicate weathering, then the remaining lifespan of the terrestrial biosphere can be shortened, but a lifespan of more than 1 billion yr (Gyr) remains likely.”
“TASIF integrates three synergistic components: (1) a simple, plug-and-play time span partitioning mechanism to capture global temporal patterns; (2) an adaptive frequency filter that leverages a learnable gate to denoise feature sequences adaptively; and (3) an efficient adaptive side information fusion layer, this layer employs a "guide-not-mix" architecture.”
“SCP provides a universal specification for describing and invoking scientific resources, spanning software tools, models, datasets, and physical instruments.”
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“The survey reviews the technology landscape for hardware acceleration of deep learning, spanning GPUs and tensor-core architectures; domain-specific accelerators (e.g., TPUs/NPUs); FPGA-based designs; ASIC inference engines; and emerging LLM-serving accelerators such as LPUs (language processing units), alongside in-/near-memory computing and neuromorphic/analog approaches.”
“LLMs appear to compress the diversity of American climate opinions, predicting less-concerned groups as more concerned and vice versa. This compression is intersectional: LLMs apply uniform gender assumptions that match reality for White and Hispanic Americans but misrepresent Black Americans, where actual gender patterns differ.”
“The paper describes how to construct a spanning set of linearly-independent, automatically orthogonal colour tensors for scattering amplitudes involving coloured particles transforming under arbitrary representations of any gauge theory.”
“The approach outperforms direct alignment methods based on standard A/B preference ranking or full contrastive rewrites, demonstrating that structured, revision-based supervision leads to more efficient and effective preference tuning.”
“This is what I love about Claude - it doesn't just solve the technical problem, it gets the cultural context and runs with it.”
“The BRKGA can efficiently explore the problem solution space, providing high-quality approximate solutions within low computational times.”
“Any theory that ties unity to strong connectivity must therefore accept that a single conscious field cannot remain numerically identical and unified across such a configuration.”
“The results reveal stable structural patterns, with higher exposure in metropolitan and service oriented regions and a consistent gender gap, as female employment exhibits higher exposure in all territories.”
“OrchANN outperforms four baselines including DiskANN, Starling, SPANN, and PipeANN in both QPS and latency while reducing SSD accesses. Furthermore, OrchANN delivers up to 17.2x higher QPS and 25.0x lower latency than competing systems without sacrificing accuracy.”
“The paper proves that $K_0(X_{n,k})$ is canonically isomorphic to $R_{n,k}$, extending classical isomorphisms for the flag variety.”
“Heavy DM would be able to thermalize and achieve capture-annihilation equilibrium within a massive star's lifetime... For non-annihilating DM, it would even be possible for DM to achieve self-gravitation and collapse to a black hole.”
“Evaluations on the PolyHope-M 2025 benchmark demonstrate strong performance, achieving F1-scores of 95.2% for Urdu binary classification and 65.2% for Urdu multi-class classification, with similarly competitive results in Spanish, German, and English.”
“China activates a nationwide distributed AI computing network connecting data centers over 2,000 km”
“The context mentions that the article is from ArXiv, indicating a pre-print research paper.”
“Agent2World demonstrates superior inference-time performance across three benchmarks spanning both Planning Domain Definition Language (PDDL) and executable code representations, achieving consistent state-of-the-art results.”
“Before you splurge on a bunch of accessories, you should double check which iPad generation you own.”
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“The diameter of the resulting tree is typically of order $n^{1/3} \log n$, up to a $\log \log n$ correction.”
“"Implemented function: Adaptive Trading Horizon"”
“"VAIO P... Readers of our magazine will surely answer immediately, 'The one that fits in your pocket (but only half of it fits).'"”
“If you're tired of phones designed for planned obsolescence, Fairphone might be your next favorite mobile device.”
“Asset trading market, information changes rapidly, news is difficult to distinguish between true and false, even if buyers and sellers spend a lot of time and energy, it is often difficult to promote transactions.”
“The study utilizes a lifespan-inclusive, multi-modal, and multi-lingual approach.”
“By popular demand, ¡No Pasarán! Matt Christman's Spanish Civil War is back both for a second round of orders and an ebook. PLUS: everything is still 20% off for the holidays!”
“The research focuses on the 'programmable hydrodynamics of active particles'.”
“The article focuses on high efficiency and compact lithium niobate non-resonant recirculating phase modulator.”
“give AI safety and alignment teams a practical way to trace model behavior back to internal features”
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“The article is sourced from ArXiv.”
“The source is ArXiv, indicating a research paper.”
“The paper originates from ArXiv, indicating peer review might not yet be complete.”
“BayesSum: Bayesian Quadrature in Discrete Spaces”
“The research focuses on Simultaneous Wireless Information and Power Transfer (SWIPT) and Energy Harvesting (EH) in CIoT.”
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