BREAKING NEWS🚨: NVIDIA has just achieved 423 tok/s/user 🚀 on the 2.8T Parameter Kimi K3 model via a new upstream vLLM optimization. 1.68x Faster on the Same Hardware!
This was done by NVIDIA CentML's Benjamin, who wrote NVIDIA's new decode-specialized kernels in Cute DSL via aggressive Megakernel fusion. This is a 12,000 LoC Megakernel and is the future of advanced AI-assisted kernel generation. NVIDIA is already working on DeepSeekv4.1 and other models for vLLM too.
Someone should give this NVIDIA 10x engineer a raise for this great new major feature!
INDUSTRY
Lab consolidation, supply chain bottlenecks, hardware allocations
DATA • CONVERSATIONS • SIGNALS • HUMANS • MACHINES

Interlinked
Data
The rows behind this figure: AI chips sold in 2025, by chip and quarter (Epoch AI’s estimates)
The table is read from the same data file as the chart when this section is opened.
All Interlinked: Industry
Conversations
The biggest conversational points among Industry’s tracked accounts and searches since 2026-10-17: 87 posts read, 22 kept, 45 dropped as not about AI, 3 dropped as a promotion, 12 dropped as only a link, 5 dropped as a reply to a reply. The posts are their authors’ own words; the rule under each pick says why it stands here.
1. NVIDIA
2 accounts · 3 posts · engagement 5,182 · the point they share: a lane term several carry
Why this post
the most engaged post of @SemiAnalysis_ in this conversation (2063 likes, 154 reposts, 61 quotes, 118 replies as read); the point: a lane term several carry (NVIDIA); from the lane
AI builders need computing capacity they can put to work sooner.
We introduced DSX POD at NVIDIA GTC Berlin: AI factories integrated and tested before delivery, enabling deployment at prepared sites in as little as 14 days. pic.x.com/0Ax7yHMvBp
Why this post
the most engaged post of @nvidia in this conversation (1507 likes, 167 reposts, 78 quotes, 131 replies as read); the point: a lane term several carry (NVIDIA); from the lane
2. infrastructure
2 accounts · 2 posts · engagement 459 · the point they share: a lane term several carry
Agentic AI demands a new kind of infrastructure.
At #OCPSummit26 we announced AMD Helion, bringing an open rack-scale design for CPU-centric agentic AI deployments, with flexible configurations for enterprises.
Full story on @TomsHardware: bit.ly/4ypGxMq
Why this post
the most engaged post of @AMD in this conversation (225 likes, 24 reposts, 3 quotes, 25 replies as read); the point: a lane term several carry (infrastructure); from the lane
Every prompt has its place. So how do we match each AI request to the right model and compute?
Watch Nicolas Dube’s #OCPSummit26 keynote, “Put Every Prompt in Its Place,” to explore the role of open infrastructure in scaling AI: ms.spr.ly/6012avVQE pic.x.com/mpMNVjbzGP
Why this post
the most engaged post of @intel in this conversation (91 likes, 8 reposts, 3 quotes, 10 replies as read); the point: a lane term several carry (infrastructure); from the lane
The posts our Industry pieces quoted
Not a feed. Each with the piece that used it.
When the circularity questions got loud November of 2025, Nvidia’s formal rebuttal was that its “strategic” investments in its customers ‘represent a minimal portion of revenue’ already booked. Granted. However, BIS’s chart is about the announced multi-year commitments. This is the forward book, part of Jensen’s “visibility” to $1 trillion. There, circular financing is nearly 100% to date.
Short Thoughts - NVDA, Neos, Hyperscalers, Jevons Paradox, and Compression open.substack.com/pub/michaeljbu…
Quoted in Who holds the Nvidia chips
That $500 billion $NVDA Wall Street stunt involves Nvidia taking 25% stakes & providing residual value guarantees on purchase of its chips. All filtered through Private Equity’s Private Credit schemes. I have an idea how that will look. Meet the new Boss. Same as the old Boss https://t.co/vzAnWLkhxI
Quoted in Who holds the Nvidia chips
For a sense of scale, this trade could represent 150,000 H100e of compute, about a quarter of our earlier modeled estimate of all chips smuggled into China through 2025.
Read our previous full report on our modeled estimates: epoch.ai/publications/c…
Quoted in Who holds the Nvidia chips
#AI chip smuggling is like an iceberg: we only see what’s above the surface. To estimate its true scale, we need to know how much is hidden below the waterline. Whether that’s 50% or 90% makes a big difference. In this Q&A, @jacob_feldgoise describes how location verification methods can—and cannot—improve enforcement of export controls on these powerful chips. Link below ⬇️
Quoted in Who holds the Nvidia chips
Signals
The filings, reports and news stories behind the Industry pieces, as each piece cites them. A document two pieces cite shows twice.
- Epoch AI, AI chip owners, cumulative by designer, 9 October 2026 data collectioncited in Who holds the Nvidia chips
- Epoch AI, AI chip users, year end by lab, 9 October 2026 data collectioncited in Who holds the Nvidia chips
- Epoch AI, Data on AI chip owners, documentation and FAQ, epoch.ai, read 9 October 2026 the source ↗cited in Who holds the Nvidia chips
- SEC EDGAR company facts, 9 October 2026 data collectioncited in Who holds the Nvidia chips
- SEC EDGAR 10-Q and 10-K commitment facts, 9 October 2026 data collectioncited in Who holds the Nvidia chips
- Nvidia, Form 10-K for the fiscal year ended 25 January 2026, filed 25 February 2026cited in Who holds the Nvidia chips
- Nvidia, Form 10-Q for the quarter ended 26 July 2026, filed 26 August 2026cited in Who holds the Nvidia chips
- Microsoft, Form 10-K for the fiscal year ended 30 June 2026, filed 29 July 2026cited in Who holds the Nvidia chips
- Amazon, Form 10-Q for the quarter ended 30 June 2026, filed 31 July 2026cited in Who holds the Nvidia chips
- Alphabet, Form 10-Q for the quarter ended 30 June 2026, filed 23 July 2026cited in Who holds the Nvidia chips
- Meta, Form 10-Q for the quarter ended 30 June 2026, filed 30 July 2026cited in Who holds the Nvidia chips
- Oracle, Form 10-Q for the quarter ended 31 August 2026, filed 11 September 2026cited in Who holds the Nvidia chips
- CoreWeave, Form 10-Q for the quarter ended 30 June 2026, filed 12 August 2026cited in Who holds the Nvidia chips
- X posts: Michael Burry, 22 July and 12 August 2026; Epoch AI, 17 September 2026; CSET, 6 October 2026cited in Who holds the Nvidia chips
- TrendForce, press release 'Strong AI Demand and Early Consumer Electronics Inventory Build Drive Top 10 Foundries to 3.7% QoQ Revenue Growth in 1Q26', 12 June 2026 the source ↗cited in The Needle's Eye
- Epoch AI, 'AI Chip Sales' and 'AI Chip Components', its estimates by chip and by designer, as Token Runner collected them on 2 October and 9 October 2026cited in The Needle's Eye
- CSET (John VerWey), 'Tracing the Emergence of Extreme Ultraviolet Lithography', July 2024, executive summary the source ↗cited in The Needle's Eye
- Reuters (Toby Sterling), 'Explainer: The $250 million ASML printer behind Nvidia's chips', 28 January 2026, as carried by KELO the source ↗cited in The Needle's Eye
- CNBC (Arjun Kharpal), 'TSMC, Samsung commit to ASML's newest chipmaking tools as AI drives demand', 8 September 2026 the source ↗cited in The Needle's Eye
- ASML Holding NV, press release 'ASML reports €32.7 billion total net sales and €9.6 billion net income in 2025', 28 January 2026, as filed with the SEC on Form 6-K (Exhibit 99.1) the source ↗cited in The Needle's Eye
- Silicon Analysts, 'NVIDIA GPU Market Share 2024-2026: 87% Peak, What Comes Next', 21 February 2026 the source ↗cited in The Needle's Eye
- NVIDIA Technical Blog (Pradeep Gupta), 'CUDA Refresher: Getting started with CUDA', 6 May 2020 the source ↗cited in The Needle's Eye
Humans
The people of the 2026 Replicants list who sit in Industry: 66, by rank. A card opens the person on the Replicants page.
#3Jensen HuangFounder, president and chief executive, NVIDIAChips
#5Satya NadellaChairman and chief executive, MicrosoftHyperscalers
#9Sundar PichaiChief executive of Google and AlphabetHyperscalers
#15Tim CookExecutive chairman, AppleHyperscalers
#17Larry EllisonExecutive chairman and chief technology officer, OracleHyperscalers
#20Jeff BezosFounder of Amazon; co-chief executive of PrometheusEconomics interlinkedCapital
#24Lisa SuChair and chief executive, AMDChips
#27Andy JassyPresident and chief executive, AmazonHyperscalers#32C.C. Wei (Wei Zhejia)Chairman and chief executive, TSMCChips
#37Dylan PatelFounder, chief executive and chief analyst, SemiAnalysisContent producers
#38Hock TanPresident and chief executive, BroadcomChips
#43Ben ThompsonFounder and author, StratecheryContent producers
#45Kevin ScottChief technology officer, MicrosoftHyperscalers
#62Thomas KurianChief executive, Google CloudHyperscalers
#63Matt GarmanChief executive, Amazon Web ServicesHyperscalers
#64Michael IntratorCo-founder, chairman and chief executive, CoreWeaveChips
#65Ali GhodsiCo-founder and chief executive, DatabricksHyperscalers
#66Marc BenioffCo-founder, chair and chief executive, SalesforceHyperscalers
#67Chuck RobbinsChair and chief executive, CiscoHyperscalers
#68Jayshree UllalChair and chief executive, Arista NetworksHyperscalers
#69Michael DellFounder, chairman and chief executive, Dell TechnologiesHyperscalers
#93Palmer LuckeyFounder, Anduril IndustriesEconomics interlinkedCapital
#94Trae StephensPartner, Founders Fund; co-founder and executive chairman, AndurilEconomics interlinkedCapital
#96Rene HaasChief executive, ArmChips
#97Christophe FouquetPresident and chief executive, ASMLChips
#98Colette KressExecutive vice president and chief financial officer, NVIDIAEconomics interlinkedChips#99Sanjay MehrotraChairman and chief executive, Micron TechnologyChips
#100Amy HoodExecutive vice president and chief financial officer, MicrosoftEconomics interlinkedHyperscalers
#101Ruth PoratPresident and chief investment officer, Alphabet and GoogleEconomics interlinkedHyperscalers
#102Safra CatzExecutive vice chair of the board, OracleHyperscalers
#103Brad SmithVice chair and president, MicrosoftPolitics interlinkedPolicy / Politics
#114Andrew BosworthChief technology officer and head of Reality Labs, MetaHyperscalers
#115Chris CoxChief product officer, MetaHyperscalers
#116Swami SivasubramanianVice president, Agentic AI and Emerging Technologies, Amazon Web ServicesHyperscalers
#117Werner VogelsVice president and chief technology officer, AmazonHyperscalers
#118John GiannandreaFormer SVP, Machine Learning and AI Strategy, Apple (retired)Hyperscalers
#119Craig FederighiSenior vice president, software engineering, AppleHyperscalers
#120Eddie WuChief executive officer, Alibaba GroupHyperscalers
#121Joe TsaiChairman, Alibaba GroupHyperscalers
#122Robin LiCo-founder and chief executive, BaiduHyperscalers
#123Pony Ma (Ma Huateng)Co-founder, chairman and chief executive, TencentHyperscalers#124Zhang YimingFounder (stepped down as CEO in 2021), ByteDanceHyperscalers#125Liang RuboCo-founder, chairman and chief executive, ByteDanceHyperscalers
#126Lei JunFounder, chairman and chief executive, XiaomiHyperscalers
#127Ian BuckVice president, hyperscale and high-performance computing, NVIDIAChips#128Forrest NorrodExecutive vice president and general manager, Data Center Solutions Business Group, AMDChips
#129Victor PengChief executive officer, PsiQuantumChips#130Mark LiuFounder, TCIP Center at UC Berkeley; former chairman of TSMCChips
#131Morris ChangFounder of TSMC (retired)Chips#132Charlie KawwasPresident, Semiconductor Solutions Group, BroadcomChips
#133Pat GelsingerGeneral partner, Playground Global; former CEO of IntelChips
#134Lip-Bu TanChief executive officer, IntelChips
#135Michelle Johnston HolthausFormer CEO of Intel ProductsChips#136Peter WenninkChairman of the board, EuclydChips
#137Brian VenturoCo-founder and chief strategy officer, CoreWeaveChips
#138Arkady VolozhFounder and chief executive, Nebius GroupChips
#139Stephen BalabanCo-founder and chief technology officer, LambdaChips#140Chase LochmillerCo-founder and chief executive, CrusoeChips
#141Cristiano AmonPresident and chief executive, QualcommChips#142David ZinsnerExecutive vice president and chief financial officer, IntelEconomics interlinkedChips
#143Jeetu PatelPresident and chief product officer, CiscoChips
#144Andy BechtolsheimCo-founder and chief architect, Arista NetworksChips
#145Antonio NeriPresident and chief executive, Hewlett Packard EnterpriseHyperscalers
#146Bill McDermottChief executive officer, ServiceNowChips
#147Sridhar RamaswamyChief executive officer, SnowflakeChips
#148Matei ZahariaCo-founder and chief technology officer, DatabricksChips




