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AMD Releases Q3 2026 Financial Results, Expects Revenue Growth of Over 80% in 2027
AMD announced its Q3 2026 financial results and expects revenue growth of more than 80% in 2027, above analysts' expectations of 77%. Data center chips are the main source of this forecast; CEO Lisa Su said they will account for 80% of next year's sales. That business grew 97% in the third quarter to a record $8.55 billion, driving total quarterly revenue up 45% to $13.38 billion. AMD expects fourth-quarter revenue of about $17 billion (plus or minus 3%), and Meta is testing the first batch of Helios systems under a five-year procurement agreement signed in February worth up to $60 billion.
above analysts' expectations of 77%. Data center chips are the main source of this forecast; CEO Lisa Su said they will account for 80% of next year's sales. That business grew 97% in the third quarter to a record $8.55 billion, driving total quarterly revenue up 45% to $13.38 billion. AMD expects fourth-quarter revenue of about $17 billion (plus or minus 3%), and Meta is testing the first batch of Helios systems under a five-year procurement agreement signed in February worth up to $60 billion.
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Is AI Financing About to Hit a Minsky Moment?
Li Wei, a professor at Cheung Kong Graduate School of Business, analyzes AI infrastructure financing risks, noting that Anthropic finalized approximately $42 billion in syndicated loans and about $18 billion in subordinated debt through the "Project Polaris," with Broadcom providing a guarantee and Blackstone contributing half of the funding. The article also uses Meta's Hyperion data center as an example, explaining that it moved $27 billion in debt off its balance sheet through an SPV, with a debt-to-asset ratio of about 90%, higher than Meta's own ratio of about 43%. The author believes there is insufficient evidence to assert that a Minsky moment is imminent, but signs such as rising issuance of junk-rated data center bonds and falling prices of some bonds are worth watching.
nd about $18 billion in subordinated debt through the "Project Polaris," with Broadcom providing a guarantee and Blackstone contributing half of the funding. The article also uses Meta's Hyperion data center as an example, explaining that it moved $27 billion in debt off its balance sheet through an SPV, with a debt-to-asset ratio of about 90%, higher than Meta's own ratio of about 43%. The author believes there is insufficient evidence to assert that a Minsky moment is imminent, but signs such
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Sierra's annualized revenue surpasses $400 million, with over $150 million added in Q3 alone
Sierra announced that its annualized revenue (ARR) has surpassed $400 million, adding over $150 million in Q3 alone—more than its entire ARR for the previous year. The company 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.
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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Who Is Really Eating the AI Dividend: Looking at Profit Distribution Through Tech Giants' Financial Reports
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 signed minimum purchase commitments totaling $269.4 billion with Google, Amazon, and Microsoft. In a McKinsey survey, 80% of respondents said AI improved work efficiency, but only 37% believed AI made a positive contribution to corporate EBIT.
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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Anthropic plans to raise up to $100 billion in IPO, scale may exceed SpaceX record
Sina Tech, citing a Reuters report, said that Anthropic, the company behind Claude, plans 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%, the average gain for most U.S. IPOs this year is only 2%, and Goldman Sachs believes large IPOs will only bring short-term pressure.
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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Anthropic plans to raise up to $100 billion in IPO, scale may exceed SpaceX record
Reuters reports that Anthropic, the 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-chip secondary offerings differ from IPOs, and that the U.S. 10-year Treasury yield has risen from 4.5% to 5%, while most U.S. IPOs this year have averaged gains of only 2%.
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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Who Is Really Eating the AI Dividend?
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 McKinsey survey, 80% of respondents said AI improved efficiency, while only 37% believed AI made a positive contribution to their company's EBIT.
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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Microsoft plans to issue $25 billion in bonds to support AI infrastructure expansion
Microsoft announced on Thursday that it plans to issue $25 billion in bonds, using its S&P AAA rating to finance infrastructure expansion. Management has set a 2026 capital expenditure target of $170 billion to meet demand from customers such as Anthropic and OpenAI. The company said the net proceeds will be 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.
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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Nathan Lambert says Claude is overly evasive on professional topics
Nathan Lambert commented on Simon Taylor's post about Meta Muse's answering style, calling that style "very necessary." He said that discussing cross-cutting issues in fields such as law and medicine with models like Claude is a headache: the models are eager to hedge risks and avoid gray areas, which often ends up sidestepping the real question.
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OpenClaw Responds to Surge in Number of Agents: No Need to Store Everything in Memory
OpenClaw posted that the number of agents continues to grow, but users do not need to keep everything in memory, and said it has provided a corresponding solution. The post cited McBain's roundup of this week's personal AI agent developments, involving OpenAI, Meta, Anthropic, OpenClaw, and others.
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Microsoft, Google, and Amazon Earnings Side by Side: The AI Infrastructure Race Reaches a Watershed
The latest earnings reports from the three cloud providers Microsoft, Google, and Amazon show cloud businesses accelerating across the board: AWS third-quarter revenue was $45.98 billion, up 39.3% year over year; Azure posted $33.165 billion for the quarter, up 48%; Google Cloud revenue was $30.71 billion, more than doubling year over year; and their backlogs reached $578 billion, $677 billion, and $561 billion, respectively. 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, land, and grid-connection approvals.
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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Beijing News tests Qwen Go! and Lingguang 2.0: personal agent competition shifts toward autonomous task handling
Beijing News Shell Finance reporters tested 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.
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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Anthropic's revenue in the first half of 2026 is nearly 400 times its full-year 2023 revenue
Rohan Paul, citing a Bloomberg chart, states that Anthropic's revenue 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.
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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ARC Prize publishes Muse Spark Open reasoning scaling test results on ARC-AGI
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 times theirs.
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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Tobi Lütke on AI agents and the future of Shopify
In a Toronto podcast, Shopify CEO Tobi Lütke explained why Amazon banned Meta's Muse while Shopify chose to embrace it, and discussed how e-commerce and advertising will change once AI agents shop on users' behalf. He also talked about how agentic commerce makes money, who pays for purchases made by agents, and converting his own wine cellar into a GPU server rack to run a personal AI agent fully deployed at home.
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Jagiellonian University and others propose DomeGS: using 3D Gaussian splatting to complete the background of outdoor VR scenes
Researchers from institutions including Jagiellonian University in Poland and the University of Cambridge in the UK published a paper on arXiv, proposing the DomeGS framework, which combines generative 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 differences in task completion time, head movement distance, or VR sickness symptom scores.
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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T Morning Brief | Apple launches touchscreen laptop; Google releases world model Genie 4; Microsoft's first-quarter results beat expectations
Google released the world model Genie 4, Apple launched a touchscreen laptop, and Microsoft's first-quarter results beat expectations. Nvidia announced it will subscribe to $3 billion of Meta's newly issued shares, and Meta will expand deployment of Nvidia's Vera Rubin computing platform, Vera CPU, and Spectrum-X networking equipment; this is the first time Nvidia has extended this circular transaction model beyond Meta to other "Magnificent Seven" stocks.
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Infini-AI-Lab open-sources the Hermit harness adapter framework
Infini-AI-Lab has released the open-source framework Hermit, which adapts AI agents by training external harness adapters while keeping the 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.
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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Microsoft MAI-Image-2.7-Preview Rises to Second on the Image Editing Leaderboard
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 composition and framing, +49 in text or symbol editing, and +48 in scene and style editing, and ranking first on 4 of the actions. The model currently offers image editing only in MAI Playground, with text-to-image functionality said to be coming soon.
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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