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said it took six months to go from $100 million to $200 million, and only five months to go from $200 million to $400 million; it currently serves nearly 50% of Fortune 50 enterprises. Sierra also mentioned that a major U.S. retailer with over $40 billion in revenue used Ghostwriter to go from first meeting to agent launch in 27 days, and that it is working with more than 50 companies including Meta, Shopify, Stripe, and Walmart to advance Poppy, an open standard for personal agent interaction.

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The article reviews the latest financial reports of tech giants such as Meta, Amazon, and Google, noting that AWS revenue grew 39% year-over-year, but the group's free cash flow over the past 12 months turned negative at -$42.4 billion, and Alphabet's stock price fell 12.64% in a single day. Anthropic's prospectus shows revenue of $16.286 billion in the first half of 2026, a year-over-year increase of 1300%; compute and infrastructure costs during the same period reached $8.945 billion, and it s

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an IPO to raise at least an amount benchmarked against the $86 billion record set by SpaceX in June, with an upper limit potentially reaching $100 billion. The article notes that Meta has just completed a $38 billion offering of common and preferred stock and plans to raise another $60 billion through targeted additional issuance starting next year, showing investors are still willing to make large commitments to the AI theme. However, the U.S. 10-year Treasury yield has risen from 4.5% to 5%,

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company behind Claude, plans an IPO with a fundraising cap expected to reach $100 billion, benchmarked against the $86 billion record set by SpaceX in June. The article notes that Meta has just completed a $38 billion offering of common and preferred stock and plans to raise another $60 billion through targeted additional issuance starting next year, showing that equity investors are taking over from the credit market in funding AI capital expenditures. But the article also cautions that blue-ch

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Combining the latest financial reports from giants such as Amazon, Google, and Meta with surveys from multiple institutions, the article sorts out how the AI dividend is distributed among leading model companies, upstream chip and cloud vendors, enterprises adopting AI, and ordinary workers. Anthropic's prospectus shows revenue of $16.286 billion in the first half of 2026, up 1,300% year over year, but compute and infrastructure costs reached $8.945 billion, accounting for 55% of revenue. In a M

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e used for general corporate purposes, which may include working capital, capital expenditures, share repurchases, acquisitions, and repayment of existing debt. The offering is expected to close on November 4. Microsoft's earnings report on Wednesday showed positive free cash flow, while Alphabet's free cash flow was negative for the second consecutive quarter, and Meta and Amazon also reported negative free cash flow this week; Oracle announced a new $10 billion bond issuance plan the same day.

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ively. Over the same period, all three posted negative free cash flow: Amazon had a net outflow of $42.36 billion over the past 12 months, Alphabet was negative $9.07 billion, and Meta had a net outflow of $2.12 billion, while only Microsoft remained positive at $18.6 billion. Market reactions diverged; Alphabet fell 12.64% in a single day on slowing advertising growth and its swing to negative cash flow, and the article argues that the competitive bottleneck is shifting from chips to power, lan

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ted Alibaba's Qwen Go! and Ant's Lingguang 2.0. The former set up a daily 8 a.m. medication reminder with a single sentence and checked it item by item, while the latter, after authorization on Alipay, sorted out the past six months of bills. The article also reviews the layouts of Meta Muse, OpenAI dots, as well as ByteDance and Tencent, and points out that cross-ecosystem permissions are currently the hardest wall to break down, with ByteDance's SAEP published rejection list reaching 155 apps.

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nue in the first half of 2026 is nearly 400 times its full-year 2023 revenue, and no other company in the chart comes close to this multiple. Nvidia, with the second-fastest growth, remained below 50 times throughout its first three years before going public, while Alphabet, Meta, Microsoft and SpaceX essentially stayed near the 1x baseline. Anthropic's full-year 2025 revenue was about 100 times that of 2023, so its revenue in just six months of 2026 was about 4 times its full-year 2025 revenue.

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AI assistant that can get things done, emphasizing four capabilities: remembering, advancing tasks, following up, and adjusting. It relies on the Alipay service ecosystem and, through tool connections, integrates services such as DingTalk, Feishu, email, and Mijia, forming a contrast with Meta Muse's approach of autonomous execution around goals. The article also mentions that Alipay AI Pay already supports 95% of general agent frameworks, with a cumulative 300 million agent payments completed.

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ARC Prize published the test results of Meta's Muse Spark Open on the public ARC-AGI tasks: ARC-AGI-2 improves with reasoning scale, with medium averaging 55k tokens per task for 29.4%, high at 150k tokens for 51.0%, and xhigh at 180k tokens for 57.2%. ARC-AGI-1 already reached 92.8% at high and rose to 94.0% at xhigh. The model scores 57.5% on ARC-AGI-2 at $0.73 per task, and 89.0% on ARC-AGI-1 at $0.29 per task; its scores are close to those of Haiku 5.5 and GPT-6 Luna, but its cost is about 9

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tive background completion with 3D Gaussian splatting (3DGS) scene reconstruction to address the missing sky, horizon, and distant views in outdoor VR scenes. 36 participants used Meta Quest Pro to test four groups of outdoor scenes. DomeGS achieved statistically significant improvements in spatial presence and perceived realism (p=0.042), and 75% of participants were more willing to stay for extended periods in virtual environments using DomeGS. The two approaches showed no significant differen

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model and harness frozen; v0.1.0 was released on October 25, 2026. The framework is implemented in Python under the Apache-2.0 license and can be installed via pip install hermit-harness, and it includes five evolution methods: GEPA, SkillOpt, MetaWorld Model, Harness², and Continual Harness. On GLM 5.3 Flash, the MWM adapter achieved 0.795 accuracy on the CL-Bench database exploration task, higher than the in-context baseline of 0.580, but most results are self-reported data from a single run.

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Mustafa Suleyman announced that MAI-Image has become the world's second-ranked image editing model, saying it once again surpasses Google, Meta, xAI and GPT-Image-2.5-Flare, and that it is available to try in MAI Playground. The Artificial Analysis evaluation he cited shows that Microsoft MAI-Image-2.7-Preview ranks second on AA-Image-Editing v2.1, behind only OpenAI's GPT Image 2.5 Sunburst (max), scoring higher than MAI-Image-2.6 on all 7 editing actions, including gains of +57 Elo in composit

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with a target valuation of approximately $2 trillion and plans to raise up to $100 billion, with its annualized revenue run rate surpassing $65 billion. On the same day, OpenAI released GPT-6.1 Terra, with standard API pricing at $1 per million input tokens and $5 per million output tokens, half that of GPT-6.1 Sol. Meta, meanwhile, launched an equity financing of up to $95 billion to support AI infrastructure, with Nvidia, AMD, and Broadcom intending to subscribe for up to $5 billion in total.

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data center AI investment as a share of U.S. GDP is expected to peak in the fourth quarter of 2026 at about 1.5%. AI infrastructure capital expenditure by Amazon, Microsoft, Alphabet, Meta, Oracle and SpaceX this year is expected to reach about $725 billion to $800 billion, up 64% from 2025, and to push U.S. investment-grade bond issuance up to $1.76 trillion. Goldman Sachs also estimates that if the data center investment boom ends, the level of U.S. GDP could fall by about 2 percentage points.

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