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AI 晶片與算力AI Chips & Compute
全站關於 NVIDIA、GPU、資料中心與 AI 基礎設施的文章:算力供需、電力與併網、晶片策略與推論硬體。Every post here on NVIDIA, GPUs, data centers, and AI infrastructure: compute supply and demand, power and grid interconnection, chip strategy, and inference hardware.
主題簡介ABOUT THIS TOPIC
模型背後是晶片、機房與電網。這個主題收集全站談算力的文章:NVIDIA 與其他晶片的動向、資料中心的建設與成本,以及算力供不應求對產品團隊的實際影響。
文章大致圍繞三個問題:算力從哪裡來、受什麼限制(電力、併網、供應鏈);大型實驗室如何用自研晶片、多源供應與租用機房組出算力組合;硬體層面的變化(晶圓級推論、機密運算)對推理成本與安全的意義。
必讀精選抓出這條主線;時間線可以按年份回看整個算力競賽的推進。
Behind every model are chips, buildings, and the power grid. This hub gathers the compute coverage on this site: NVIDIA and the wider silicon picture, data center buildouts and their costs, and what compute scarcity means for teams shipping AI products.
The posts cluster around three questions: where compute comes from and what constrains it (power, grid interconnection, supply chains); how major labs combine custom silicon, multi-vendor supply, and rented data centers; and what hardware-level shifts such as wafer-scale inference and confidential computing mean for cost and security.
The must-read picks lay out that throughline; the timeline lets you follow the buildout year by year.
必讀精選MUST READ
6Anthropic 包下 SpaceX Colossus 1:向對手租整座資料中心的多源算力策略
2026 年 5 月,Anthropic 取得 Memphis Colossus 1 全部容量——超過 22 萬顆 GPU、300 多 MW,用於改善 Claude Pro 與 Max 的容量,並表態合作開發 GW 級軌道算力。本文解析這筆「向對手租機房」的交易,與 Google、Amazon 交易串成的多源算力佈局。
閱讀 ↗NVIDIA 的硬體級 AI 安全:如何在保護資料的同時不拖慢推論速度
NVIDIA 推出 Confidential Computing 解決方案,強調在 AI 推論期間保護資料,同時維持高效能。本文探討其對產品建構者的意義與取捨。
閱讀 ↗GPT-5.6 Sol Ultrafast 實測:Cerebras 晶圓級引擎把推理推到每秒 750 個 token
OpenAI 與 Cerebras 合作推出 GPT-5.6 Sol Ultrafast 服務層,輸出速度可達每秒 750 個 token,比 Claude Fable 5 快 11 倍。本文拆解晶圓級引擎的硬體原理、Humanity's Last Exam 與 GDP-Val 的實測數據,以及對即時代理應用的意涵。
閱讀 ↗OpenAI 的 Georgia 資料中心計畫:不只是運算,更是社區承諾
OpenAI 公布 Project Camellia:Effingham County 的 3.2 GW 長期資料中心計畫。本文拆解電費不轉嫁的兩層保障、closed-loop 水循環、$80M 社區利益與至多 $71M Codex credits 的包裹設計,以及年度獨立審計與 Community Compact 的問責機制,並標明哪些數字仍是單方宣稱。
閱讀 ↗FERC 令六大電網為 AI 資料中心開快車:30 天盤點、60 天交代費率
FERC 委員一致通過命令,要求六大電網營運商加速資料中心等大負載併網:30 天內提報剩餘容量、60 天內辯護或修正費率,併網成本由資料中心自付。本文解析命令內容、電價壓力,與命令沒有解決的發電缺口。
閱讀 ↗Google Cloud 單季營收首破 200 億美元,Pichai:算力供不應求
2026 年第一季 Google Cloud 營收首破 200 億美元、年增 63%,但執行長 Pichai 坦承短期「算力受限」,積壓訂單翻倍至 4,620 億美元。本文拆解需求為何跑在建設前面,與對雲上 AI 產品團隊的實際影響。
閱讀 ↗
Anthropic Takes All of SpaceX's Colossus 1: Renting a Rival's Data Center to Feed Claude
Anthropic signed for all of Colossus 1 — 220,000+ GPUs, 300+ MW in Memphis — to relieve Claude Pro and Max capacity strain, plus interest in GW-scale orbital compute. A multi-supplier strategy.
READ ↗Hardware-Rooted AI Security That Won't Slow You Down: NVIDIA Confidential Computing
NVIDIA's Confidential Computing secures AI inference with minimal performance loss. Learn how it works, benchmark results, and practical considerations.
READ ↗GPT-5.6 Sol Ultrafast: Cerebras Pushes Inference to 750 Tokens per Second
GPT-5.6 Sol Ultrafast, powered by Cerebras wafer-scale hardware, hits 750 output tokens per second. The hardware, the HLE and GDP-Val results, and what real-time speed unlocks for agents.
READ ↗OpenAI's Georgia Data Center Plan: More Than Compute, a Community Commitment
Project Camellia: OpenAI's 3.2 GW Georgia data center — rate protection, closed-loop cooling, $80M community benefits, up to $71M Codex credits, and annual independent audits, with claims labeled.
READ ↗FERC Orders Grids to Fast-Track AI Data Center Connections
FERC ordered six grid operators to fast-track AI data center interconnections: 30-day capacity reports, 60-day rate reviews, and data centers bearing their own costs.
READ ↗Google Cloud Tops $20B a Quarter, Stalled by Compute Supply
Alphabet's Q1 2026: Google Cloud passed $20B in a quarter for the first time, up 63% YoY, yet Pichai admits Google is 'compute constrained' and backlog doubled to $462B.
READ ↗
完整時間線
192 篇文章展開全部 192 篇文章
2026 / 179 篇
- 把模型快取放進節點:HyperPod 推論冷啟動的實務取捨
- 把多模型辯論變成一個 API 呼叫:OpenRouter Fusion 的取捨與使用時機
- ZDR 不是隱私萬靈丹:把「零保留」當成可強制執行的路由條件
- 把資料庫呼叫藏起來之後:OpenAI 的 Habitat 如何撐住每秒 7,000 萬次請求
- 從租用通用 AI 到擁有專屬智慧:Cloudera 與 Mistral 合作如何改變企業建置方式
- Megakernel 不是炫技:把 decode 從「等 kernel」改成「等資料」的實作取捨
- 前綴感知路由:讓 KV cache 不再被隨機打散
- 在 SageMaker HyperPod 上部署 Qwen3.8-2.4T-A95B:單節點跑 2.4T 開源模型的實戰配置
- Mistral 的 30 億歐元賭注:開放權重如何成為主權 AI 的技術前沿
- OpenAI 的飛輪:當「值得做的工作」邊界被重新劃定
- Isar Aerospace 第二飛入軌:歐洲本土首次送衛星上軌道
- Oklo 告上 FERC:750 MW 資料中心電廠卡在 PJM 併網隊列
- Anthropic 包下 SpaceX Colossus 1:向對手租整座資料中心的多源算力策略
- Ox Alpha 就是 GLM-5.3-Flash:MIT 開源,OpenRouter 週流量佔 31%
- GPT-5.6 Sol Ultrafast 實測:Cerebras 晶圓級引擎把推理推到每秒 750 個 token
- MCP 2.0 無狀態化:一次請求取代兩段式握手,代理工具基礎設施補上最後一塊
- Nvidia 洽購 Hugging Face:逾 130 億美元的開源樞紐爭奪
- AWS 獲 Forrester Wave 評為 AI 基礎設施領導者:對產品建構者的意義
- Hot Chips 2026:三星把 AI 運算塞進記憶體
- Anthropic 擴大科學家支援:10,000 個免費與折扣 Claude 訂閱席位
- Model Hardware Standard 研究預覽:讓 AI Agent 安全操作實驗室與工廠設備
- NVIDIA 發表 Jetson Orin Nano 2:入門邊緣 AI 算力翻倍,機器人與無人機受惠
- Anthropic 推出 2 億美元研究基金,探索 AI 經濟衝擊的應對方案
- 蘋果 M6 與 M5 Ultra 登場:2nm 與四晶粒推向端側 AI
- NVIDIA AVO 於 ARC-AGI-3 滿分:模型之外的代理系統才是關鍵
- Stripe 收購 OpenRouter:每天十兆 tokens 的模型路由層易主
- Cerebras CS-4 登場:三片 Turbo 晶圓的機架級推理系統
- TerraPower 核反應爐的秘密武器:熔鹽儲熱餵飽 AI 資料中心
- AI 如何改變權力平衡:OpenAI 新團隊的長期思考
- 記憶體一年漲五倍:AI 資料中心把 DRAM 吃光了
- 澳洲 50 萬戶家用電池:一年把批發電價砍了 47%
- Nvidia 縮手:OpenAI 資料中心貸款擔保從 2,500 億美元砍至 1,200 億以下
- 美國付 12.2 億美元請 RWE 放棄離岸風電租約
- Amazon 西德州 GW Ranch:7.65GW 燃氣電廠與全美最大碳排許可
- RAMageddon 延燒:傳 DRAM 與 HBM 2027 年產能已被採購一空
- AMD 收購 Taalas:把模型權重直接蝕刻進晶片
- 美國德州暫停資料中心併網審批:474GW 佇列迎來全面審計
- 中國開始量產沉浸式 DUV 微影設備:年產 5 台的長征
- NVIDIA 投資 SSI:封閉兩年的實驗室,換來一個量級的算力
- OpenAI 大幅降價 GPT-5.6 Luna 與 Terra,推出 Fast mode 加速 Sol
- AI 代理逃出評估沙盒入侵 Hugging Face:四天半攻擊的技術時間線
- Google 揭露94.1億美元SpaceX持股,賺了超過百倍
- 輝達、微軟、Meta 公開信:別過早設限開放權重模型
- OpenAI 的 Georgia 資料中心計畫:不只是運算,更是社區承諾
- 蘋果攜手 Klarna 推 Apple Upgrade:硬體漲價潮下的租賃解法
- Google 新晶片 Frozen v2 曝光:為 Gemini 而生、能效目標十倍
- Databricks 再融資:估值升至 1,880 億美元,Coatue 領投 AI 新局
- NeMo Automodel 接上 Diffusers:微調影像與影片模型不必先改格式
- 紐約州按下暫停鍵:50 MW 以上資料中心新案停審
- Reflection 與 Nebius 簽 10 億美元算力合約
- 蘋果 300 億美元攜手博通,150 億顆無線晶片美國製造
- SambaNova 10 億美元融資,估值 110 億押注推理
- Anthropic 洽談三星代工自研晶片:多源算力的第四條線
- Honda 電池改道資料中心:俄亥俄廠從造車轉向儲能
- NVIDIA 的硬體級 AI 安全:如何在保護資料的同時不拖慢推論速度
- Etched 走出隱身:10 億美元訂單與台積電量產的推理晶片
- 全端 AI 的真正意義:從 TPU 到 Gmail 的整合思維
- Amazon 加碼 130 億美元擴建印度 AI 基礎設施
- Base Power 進軍 PJM:住家電池繞過電網佇列
- General Intuition 募 3.2 億美元:用遊戲數據教 AI 直覺
- OpenAI 首顆自研推理晶片 Jalapeño 登場:九個月設計到量產,宣稱勝過 GB300
- Amazon 擬對外出售 Trainium 晶片,劍指 NVIDIA
- 微軟德州 Pecos 2GW 園區:雪佛龍表後供電 20 年
- Baseten 傳以 130 億美元估值募 15 億美元:五個月估值跳 160%
- FERC 令六大電網為 AI 資料中心開快車:30 天盤點、60 天交代費率
- Sarvam AI 估值 15 億美元:HCLTech 領投下的印度 AI 獨角獸
- Vercel Agent Stack 的三個核心:模型路由、耐久工作流與外部連接
- SpaceX 掛牌 Nasdaq:SPCX 寫下華爾街史上最大 IPO
- Mistral 傳募 30 億歐元、估值 200 億:歐洲主權 AI 的加注與鴻溝
- TensorZero 收攤:730 萬美元種子輪的開源 LLM 閘道一夜封存
- Meta 印度首座 AI 資料中心:向 Reliance 租下 Jamnagar 168 MW
- Decart Oasis 3 世界模型開放 API:即時生成三鏡頭駕駛世界
- GM 揮軍資料中心儲能:鈉離子電池三路布局,2028 試產
- OpenAI 提交機密 S-1:上市時間未定,但已預告會外洩
- AirTrunk 300 億美元進軍印度:2030 年前建成 5GW 資料中心
- Google 每月付 SpaceX 9.2 億美元租算力:IPO 前的橋接合約
- XCENA 融資 1.35 億美元:賭 AI 瓶頸不在算力而在記憶體
- Nvidia 200 億「非收購」之後,Groq 再募 6.5 億美元轉型推理雲
- Anthropic 在首爾設辦公室,找來 KiYoung Choi 領導韓國市場
- Anthropic 逾 300 億美元新輪進入收官:9,000 億估值將改寫排名
- Snowflake 與 AWS 簽 60 億美元協議:AI 代理時代讓 CPU 重新搶手
- 黃仁勳宣稱 Vera CPU 打開 2,000 億美元新市場:agent 晶片戰開打
- Cisco 裁員近 4,000 人加碼 AI:創紀錄營收下的成本重組
- 馬里蘭為外州 AI 資料中心多背 20 億美元電網帳單
- Config 募 2,700 萬美元種子輪:韓國製造業押注機器人資料
- NVIDIA 2026 年已承諾 400 億美元股權投資:晶片商變身最大 AI 資本玩家
- AMD Q1 2026 財報:資料中心營收年增 57%,伺服器 CPU 市場預測翻倍
- 微軟據報考慮放棄 24/7 潔淨能源全時匹配目標:AI 用電壓力浮上檯面
- Cerebras IPO 定價出爐:35 億美元募資、瞄準 266 億美元市值
- Anthropic 傳評估以逾 9,000 億美元估值募資:可望超越 OpenAI
- Coatue 推出 Next Frontier:收購電力樞紐旁的土地蓋資料中心
- Google Cloud 單季營收首破 200 億美元,Pichai:算力供不應求
- 資料中心用電狂潮推升燃氣電廠造價:兩年暴漲 66% 的代價
- Amazon Q1 財報:AWS 增速 15 季新高,現金流暴跌 95%
- 軟銀 Roze:用機器人蓋資料中心,瞄準千億美元 IPO
- David Silver 創辦 Ineffable Intelligence:11 億美元豪賭「超級學習者」
- LMDeploy 視覺語言模組 SSRF 漏洞:揭露 13 小時後即遭利用
- Cerebras 重新送件 IPO:5.1 億美元營收與 OpenAI 百億大單
- AI 核電公司 Fermi 執行長與財務長同日請辭,股價重挫 22%
- 美國 EIA 將強制資料中心申報用電:AI 電力足跡首度納入聯邦統計
- Novartis 執行長入董事會:Anthropic 信託任命董事過半
- 企業 AI 的下一個階段:從 Copilot 到公司級 Agent 平台
- Amazon 自研晶片年營收破 200 億美元:Jassy 股東信的算力藍圖
- Anthropic 加碼 Google 與 Broadcom:數十億美元運算投資背後的訊號
- GPU 變成放貸標的:Forum Markets 切入 AI 晶片過橋融資
- Mistral 拜訪三星談 AI 記憶體合作:模型實驗室的晶片焦慮
- Cloudflare Workers 重新檢視遠端 Spectre 攻擊:DyPrIs 的缺口與修補
- Crunchbase:2026 年第一季創投 3,000 億美元破紀錄,AI 占 80%
- OpenAI 完成 1,220 億美元史上最大私募輪:估值 8,520 億,IPO 在望
- Starcloud 完成 1.7 億美元 A 輪:把 AI 資料中心搬上軌道
- Mistral 舉債 8.3 億美元建巴黎資料中心:歐洲模型公司開始持有算力
- 桑德斯與 AOC 提出《AI 資料中心暫停法》:防護到位前凍結新建
- 韓國國家基金投資 Rebellions 1.66 億美元,啟動「K-Nvidia」晶片計畫
- OpenAI 洽談 Helion 核融合供電:2030 年 5 GW、2035 年 50 GW
- 小米 MiMo-V2 登場:兆級參數、百萬上下文與 87 億美元豪賭
- Bezos 擬募 1,000 億美元買製造業:用 AI 改造晶圓、國防與航太
- Dell AI Factory with NVIDIA:把地端 AI 包裝成可複製的產品
- 5.1 億美元 AI 伺服器走私中國案:美國起訴 Super Micro 相關三人
- 微軟考慮提告 OpenAI 與 Amazon:500 億美元雲端協議動搖 Azure 獨家條款
- 250MW 的主權 AI 工廠:Reflection AI 攜手新世界集團落腳南韓
- BCE 斥資 17 億美元在薩斯喀徹溫興建 300 MW AI 資料中心
- IBM 與 NVIDIA 擴大合作:把 GPU 加速推進企業資料層
- Meta 與 Nebius 簽五年 270 億美元協議:認購 Vera Rubin 世代產能
- GTC 2026 開幕:Vera Rubin 七款晶片全量投產,訂單總額約一兆美元
- Tesla Terafab 倒數七天:Musk 押上 200 億美元的自建 AI 晶圓廠
- Meta 四款自研 MTIA 晶片登場:兩年四代的矽節奏
- Synopsys Converge 發表 AI 晶片設計工具:代理式驗證生產力最高五倍
- Nscale 完成 20 億美元 C 輪:估值 146 億,寫下歐洲史上最大輪次
- NVIDIA 開源 Nemotron 3 Super:120B 混合 MoE 模型瞄準 Agent 推論吞吐
- Ayar Labs 募得 5 億美元 Series E:用共封裝光學打通 AI 叢集的銅線天花板
- 中國十五五規劃提及 AI 逾 50 次:AI+ 行動串起量子、6G 與具身智慧
- Akamai 買進數千顆 NVIDIA Blackwell GPU:把推理搬進 4,400 個全球邊緣據點
- Crunchbase:二月 1,890 億美元創投單月新高,83% 進了三家公司
- AWS 加碼 180 億歐元西班牙資料中心:總投資達 337 億歐元
- Meta 向 Google 租 TPU:自建雲巨頭回頭當對手的客戶
- 禮來 LillyPod 啟用:1,016 顆 NVIDIA GPU 的製藥 AI 工廠
- NVIDIA FY2026 Q4 財報:單季營收 681 億美元創紀錄,全年 2,159 億美元
- VAST Data 新引擎:讓 AI OS 自己治理、自己學習
- 白宮「電費保護承諾」:AI 資料中心得自備電力、自付帳單
- Axelera AI 籌 2.5 億美元拚邊緣推理晶片
- 桑德斯史丹佛警告:美國對 AI 革命毫無準備,籲「慢下來」
- World Labs 募資 10 億美元:李飛飛的空間智慧賭注升級
- Google 與 Ormat 簽 150 MW 地熱 PPA,為內華達 AI 資料中心鎖定全天候潔淨電力
- Meta 向 NVIDIA 鎖定數百萬顆 Blackwell:供給先被大單吃掉
- 加拿大與德國簽 AI 宣言:主權科技聯盟上線
- Mistral 首度收購 Koyeb:無伺服器算力裝進主權 AI 雲
- Anthropic 完成 300 億美元 Series G:估值 3,800 億美元,500 家企業年花百萬以上
- Cadence ChipStack 超級代理:前端晶片設計驗證的全代理工作流
- 非洲 100 億美元 AI 計畫:AfDB 與 UNDP 在奈洛比啟動
- Alphabet 發行 200 億美元債券,為 1,850 億美元 AI 投資籌錢
- Cerebras 完成 10 億美元 Series H 融資:晶圓級推論的 230 億美元賭注
- CNBC:Amazon 洽談投資 OpenAI 最多 500 億美元,Alexa 有望搭載 OpenAI model
- SpaceX 完成收購 xAI:SpaceXAI 誕生,合併估值約 1.25 兆美元
- Oracle 宣布年內募資最多 500 億美元,為 AI 資料中心擴張鋪路
- 前 Google 工程師因竊取 AI 機密被定罪:美國首宗案件解析
- Meta 大漲、Microsoft 重挫:市場開始替 AI 資本支出定價
- Reuters 獨家:SpaceX 與 xAI 展開併購談判,IPO 前的垂直整併
- 微軟 FY26 Q2 財報:獲利超預期、OpenAI 帳面收益入帳,股價卻暴跌一成
- NVIDIA Earth-2 開放氣象模型全家桶:整條 AI 天氣預報管線開源
- Microsoft Maia 200 登場:FP4 破 10 petaFLOPS 的自研推理晶片
- CES 2026 回顧:實體 AI 宣言與九大公告裡的產業訊號
- 中國海關擋下 NVIDIA H200:美國剛放行,540 億美元訂單卡在關口
- 憶阻器訓練新法 EaPU:AI 訓練能耗比 GPU 低近百萬倍
- Skild AI 融資 14 億美元:一顆通用機器人大腦的豪賭
- 台積電 Q4 獲利創新高,2026 資本支出上看 560 億美元
- 歐盟理事會通過 EuroHPC 修正案,AI 超級工廠取得法律基礎
- OpenAI 與 Cerebras 簽逾 100 億美元協議:750 MW 晶圓級算力直攻低延遲推論
- Gartner:2026 年全球 AI 支出將達 2.52 兆美元,年增 44%
- 微軟「社區優先」AI 基礎設施:自付電費、全額繳稅的資料中心新模式
- Apple 與 Google 達成 Gemini 多年協議:把 Siri 的地基外包給對手
- IBM 推出 Sovereign Core:把數位主權做進軟體底層
- Etched 募得 5 億美元:用 transformer 專用晶片挑戰 NVIDIA
- Meta Compute 登場:祖克柏的數十吉瓦級 AI 基礎設施計畫
- OpenAI 與 SoftBank 合投 SB Energy 10 億美元,簽下 1.2 GW Stargate 租約
- Intel CES 2026 發表 Core Ultra Series 3:18A 製程上機的 AI PC 首役
- 黃仁勳 CES 2026 開場:宣告實體 AI 時代
- xAI 完成 200 億美元 Series E:主權基金與 NVIDIA、Cisco 進場
- AMD CES 2026 開局:Helios 機架、MI455X 與 AI Everywhere 全線推進
- 2025 AI 融資年報:2,110 億美元拿下全球創投半壁江山
2025 / 13 篇
- 祖克伯成立Meta超智慧實驗室,網羅OpenAI諸將
- HBM 行情發酵:美光、SK 海力士股價齊揚
- 紅木材料進軍 AI 資料中心儲能
- 美光財報:HBM 年內售罄,單季營收創新高
- Gemini 2.5 全系列轉正:Pro 與 Flash 正式版上線
- OpenAI與微軟緊張關係升溫:智財、算力與Windsurf僵局
- 台灣將華為、中芯國際列入戰略高科技貨品實體清單
- 黃仁勳:輝達財測將排除中國市場,H20季度損失約80億美元
- AMD 發表 MI350 系列:4 倍算力、35 倍推論
- 輝達 GTC 巴黎:歐洲 AI 算力兩年要拚十倍
- Meta 傳洽談投資 Scale AI,規模可望超過百億美元
- Meta 簽下20年核電合約 鞏固AI能源後盾
- 魏哲家:台積電全球設廠,核心技術不會外流
FULL TIMELINE
193 ARTICLESOPEN ALL 193 POSTS
2026 / 180 POSTS
- Model Caching on HyperPod: What Changes When Weights Live on the Node
- OpenRouter Fusion: What a Compound Model Changes for Your Escalation Path
- Zero Data Retention: Enforcing Provider-Side Privacy on AI API Calls
- When Your Storage Layer Is Python: Tail Latency Lessons from Habitat
- Owning Your Models: What the Cloudera-Mistral Deal Changes for Enterprise Builders
- A Single Persistent Kernel Changes How You Serve Code Models
- Prefix-Aware Routing on SageMaker: What Changes When Your Prompt Starts the Same Way
- What Deploying Qwen3.8-2.4T-A95B on HyperPod Changes for Self-Hosting Frontier Models
- What a €3B Sovereign AI Bet Means for Builders
- The OpenAI Flywheel: Why Better Models, Cheaper Compute, and Broader Reach Compound
- Isar Aerospace's Spectrum Reaches Orbit: A First for Europe
- Oklo Takes PJM to FERC Over a 750 MW Data Center Power Bid
- Anthropic Takes All of SpaceX's Colossus 1: Renting a Rival's Data Center to Feed Claude
- Ox Alpha Was GLM-5.3-Flash: 31% of OpenRouter Traffic
- GPT-5.6 Sol Ultrafast: Cerebras Pushes Inference to 750 Tokens per Second
- MCP 2.0 Goes Stateless: One Request Replaces the Two-Step Handshake
- Nvidia in Talks to Buy Hugging Face for Over $13 Billion
- AWS Named a Leader in Forrester's AI Infrastructure Wave: What It Means for Builders
- Hot Chips 2026: Samsung Puts AI Compute Inside LPDDR Memory
- Anthropic Opens 10,000 Free and Discounted Claude Seats for Scientists
- Model Hardware Standard: A Research Preview for AI Agents Operating Lab and Factory Equipment
- NVIDIA Announces Jetson Orin Nano 2: Entry-Level Edge AI Compute Doubles for Robots and Drones
- Anthropic's $200M Economic Futures Research Fund: What Builders Should Know
- Apple M6 and M5 Ultra: 2nm and Quad-Die for On-Device AI
- NVIDIA AVO Hits 100% on ARC-AGI-3: The Agent Is the System
- Stripe Buys OpenRouter: the AI Routing Layer Joins Payments
- Cerebras CS-4: Three WSE-3T Wafers, 30x Faster Inference
- TerraPower's Natrium: Molten Salt Heat Storage for AI Loads
- AI Futures: OpenAI's New Team Tackles Power Concentration Risks
- Memory Prices Up 500% in a Year as AI Data Centers Eat DRAM
- Australia's 500,000 Home Batteries Cut Wholesale Prices
- Nvidia Cuts OpenAI Data-Center Guarantee to Under $120B
- US Pays RWE $1.22 Billion to Drop Offshore Wind Leases
- Amazon's GW Ranch: A 7.65GW Gas Plant for an AI Campus
- RAMageddon: 2027 DRAM and HBM Capacity Reportedly Sold Out
- AMD Buys Taalas: Etching AI Models Straight Into Silicon
- Texas Pauses Data Center Grid Approvals Pending Audit
- China Starts Mass-Producing Immersion DUV Lithography Tools
- NVIDIA Invests in SSI and Opens Up Vera Rubin Compute
- OpenAI Slashes GPT-5.6 Luna and Terra Prices, Adds Fast Mode for Sol
- Hugging Face Publishes 4.5-Day AI Agent Intrusion Timeline
- Google Discloses $94.1 Billion SpaceX Stake, Up Over 100x
- Nvidia, Microsoft, Meta Warn Against Open-Weight Curbs
- OpenAI's Georgia Data Center Plan: More Than Compute, a Community Commitment
- Apple Picks Klarna for New 'Apple Upgrade' Device Leasing
- Google's Frozen v2: A Chip Built for Gemini Efficiency
- Databricks Nears $188B Valuation in New Coatue-Led Round
- NeMo Automodel Meets Diffusers: 6 Recipes, Zero Conversion
- New York Halts Permits for New Large Data Centers
- Reflection Signs $1B Compute Deal With Nebius
- Apple's $30B Broadcom Deal: 15 Billion US-Made Chips
- SambaNova Raises $1B at $11B Valuation for AI Inference
- Anthropic in Talks With Samsung for a Custom AI Chip
- Honda's Ohio Battery Plant Pivots to Data Centers
- Hardware-Rooted AI Security That Won't Slow You Down: NVIDIA Confidential Computing
- Etched Emerges With $1B in Orders and Made-at-TSMC Silicon
- Full-Stack AI Explained: What It Means and How to Get Started
- Amazon Adds $13B for India AI Infrastructure, $48B Total
- Base Power Brings Home Batteries to PJM's Strained Grid
- General Intuition Raises $320M at $2.3B for World Models
- OpenAI's First Custom Inference Chip: Broadcom-Built Jalapeño, Nine Months to Production
- Amazon Weighs Selling Trainium Chips Beyond AWS
- Microsoft's 2GW Pecos Campus, Powered by a Chevron Gas Deal
- Baseten's $1.5B Round Bets Big on Open-Source Inference
- FERC Orders Grids to Fast-Track AI Data Center Connections
- Sarvam AI Turns Unicorn as HCLTech Leads $234M Round
- SpaceX Rings the Nasdaq Bell: SPCX Opens as the Largest IPO in Wall Street History
- Mistral Rumored to Raise €3B at €20B Valuation
- TensorZero Archives Repo After $7.3M Seed, Winds Down
- Meta's First India AI Data Center: 168 MW in Jamnagar
- Decart Oasis 3: An API-Served World Model for AV Training
- GM Enters Data Center Energy Storage With Sodium-Ion Bet
- OpenAI's Confidential S-1: What Product Builders Should Know
- AirTrunk Bets $30B on 5GW of AI Data Centers in India
- Google to Pay SpaceX $920M a Month for GPU Compute
- Ollama 0.30: GGUF Support, Up to 20% Faster NVIDIA, Vulkan On by Default
- XCENA Raises $135M: AI's Bottleneck Is Memory, Not Compute
- Groq Raises $650M After Nvidia's $20B Not-Acqui-Hire
- Anthropic Opens Seoul Office, Appoints KiYoung Choi to Lead Korea
- Anthropic's $30B-Plus Round Nears the Finish Line at a $900B-Plus Valuation
- Snowflake's $6B AWS Graviton Deal Signals AI's CPU Boom
- Nvidia's Vera CPU: Jensen Huang's $200B Bet on Agent Silicon
- Cisco Cuts 4,000 Jobs to Fund AI Despite Record Revenue
- Maryland's $2B Grid Bill for Out-of-State AI Data Centers
- Config Raises $27M to Be the TSMC of Robot Training Data
- Nvidia Has Committed $40B to Equity AI Deals in 2026
- AMD Q1 2026: Data Center Up 57%, Server CPU Outlook Doubled
- Microsoft May Delay or Drop Its 24/7 Clean Energy Target
- Cerebras IPO: $115–$125 Range, $3.5B Raise, $26.6B Cap
- Anthropic Reported to Weigh a Raise Above $900B, Which Would Top OpenAI
- Coatue's Next Frontier Buys Land for AI Data Centers
- Google Cloud Tops $20B a Quarter, Stalled by Compute Supply
- Data Center Boom Pushes Gas Plant Costs Up 66% in Two Years
- Amazon Q1: AWS Fastest Growth in 15 Quarters, FCF Down 95%
- SoftBank's Roze: Robots to Build AI Data Centers at $100B
- Ineffable Intelligence: $1.1B to Learn Without Human Data
- LMDeploy SSRF Flaw Exploited 13 Hours After Disclosure
- Cerebras Files for IPO Again With $510M Revenue
- AI Nuclear Developer Fermi Loses CEO and CFO in One Day
- EIA Moves Toward Mandatory Data Center Energy Disclosures
- Narasimhan Pick Gives Anthropic's Trust a Board Majority
- Agentic Infrastructure: What Vercel's Three-Layer Model Means for AI Builders
- Enterprise AI's Next Phase: From Copilots to Company-Wide Agent Platforms
- Amazon's Custom Chips Pass $20B Run Rate in Jassy Letter
- Anthropic's $30B Run Rate and Multi-Gigawatt TPU Deal: What It Means for AI Product Builders
- GPUs as Collateral: Forum's Bridge Loans for Neoclouds
- Mistral Meets Samsung: AI Labs' Memory Chip Anxiety
- Revisiting Remote Spectre Attacks on Cloudflare Workers: What Builders Should Know
- Q1 2026 Venture Funding Hits Record $300B, 80% of It AI
- OpenAI Closes a Record $122B Round at an $852B Valuation, With an IPO in Sight
- Starcloud Raises $170M to Build Orbital AI Data Centers
- Mistral Raises $830M in Debt for a Paris Data Center: A European Model Lab Starts Owning Compute
- Sanders and AOC Bill Would Pause New AI Data Centers
- Korea Puts $166M Into Rebellions in 'K-Nvidia' Chip Push
- OpenAI-Helion Fusion Talks: 12.5% of Output, 50 GW by 2035
- Xiaomi MiMo-V2: Trillion-Parameter Models, $8.7B AI Push
- Bezos Aims to Raise $100 Billion to Remake Manufacturing
- Dell AI Factory with NVIDIA: Packaging On-Prem AI as a Repeatable Product
- Three Charged in Super Micro-Linked AI Server Smuggling Case
- Microsoft May Sue Over Amazon-OpenAI $50B Cloud Deal
- A 250MW Sovereign AI Factory: Reflection AI and Shinsegae Break Ground in Korea
- BCE Bets $1.7 Billion on 300 MW Saskatchewan AI Data Centre
- IBM and NVIDIA Target the Enterprise Data Layer at GTC 2026
- Meta and Nebius Sign Up to $27 Billion AI Compute Pact
- GTC 2026 Opens: Vera Rubin's Seven Chips in Full Production, About $1T in Orders
- Tesla Terafab: Musk's $20B AI Chip Fab Starts Its Countdown
- Meta Unveils Four MTIA Chips: A Six-Month Silicon Cadence
- Synopsys Rewires Chip Design With AI Agents and Ansys
- Nscale Raises a $2B Series C at $14.6B: Europe's Largest Round Ever Goes to Compute
- NVIDIA Open-Sources Nemotron 3 Super, a 120B MoE for Agents
- Ayar Labs Raises $500M Series E to Scale Co-Packaged Optics
- China's 15th Five-Year Plan Makes AI the Top Tech Priority
- Akamai Buys Thousands of Blackwell GPUs for Edge Inference
- Crunchbase: $189B February Venture Record, 83% to 3 Firms
- AWS Adds €18B in Spain, Lifting Total to €33.7B for AI
- Meta Signs Multibillion-Dollar Deal to Rent Google TPUs
- LillyPod Goes Live: Pharma's Most Powerful AI Supercomputer
- NVIDIA's Q4 FY2026: A Record $68.1B Quarter Caps a $215.9B Year
- VAST Data Builds Governance and Self-Learning Into Its AI OS
- Ratepayer Pledge: AI Data Centers Told to Bring Own Power
- Axelera AI Raises $250M-Plus for Edge Inference Chips
- Sanders Warns the US Has 'No Clue' About the AI Revolution
- World Labs Raises $1 Billion to Scale Spatial Intelligence
- Google Signs 150MW Nevada Geothermal PPA for AI Data Centers
- Meta Locks In Millions of Blackwell GPUs in NVIDIA Deal
- Canada and Germany Launch the Sovereign Technology Alliance
- Mistral Buys Koyeb: Serverless Joins the Sovereign AI Cloud
- Anthropic Closes a $30B Series G at a $380B Valuation, With 500+ Million-Dollar Customers
- Cadence's ChipStack Super Agent Automates Chip Design
- Africa's $10B AI Plan: AfDB and UNDP Launch in Nairobi
- Alphabet's $20B Bond Sale Funds Its $185B AI Buildout
- Cerebras Raises $1B Series H at a $23B Valuation
- Amazon in Advanced Talks to Invest Up to $50 Billion in OpenAI
- SpaceX Completes Its xAI Acquisition: SpaceXAI, Valued Near $1.25 Trillion
- Oracle to Raise Up to $50 Billion for AI Data Centers
- Ex-Google Engineer Convicted in First AI Espionage Case
- Microsoft Plunges, Meta Rallies: AI Capex Gets Its Verdict
- Reuters Exclusive: SpaceX and xAI in Merger Talks Ahead of Planned IPO
- Microsoft FY26 Q2 Beat Estimates; the Stock Still Fell 10%
- NVIDIA Earth-2: First Fully Open AI Weather Stack
- Microsoft's Maia 200: A 10-PetaFLOPS Bet on AI Inference
- CES 2026 Recap: Physical AI Takes Over the Narrative
- China Blocks Nvidia's H200, Stranding $54B in Chip Orders
- EaPU Cuts AI Training Energy Nearly a Million-Fold vs GPUs
- Skild AI Raises $1.4B Series C for Its Universal Robot Brain
- TSMC's Record Q4 and $56B Capex Plan Show AI Demand Is Real
- EU Clears the Legal Path for AI Gigafactories Under EuroHPC
- OpenAI's $10B Cerebras Deal Adds 750MW of Inference Compute
- Gartner: Global AI Spending Will Hit $2.52 Trillion in 2026
- Microsoft's Community-First Plan for AI Data Centers
- Apple's Gemini Deal: Rebuilding Siri on a Rival's Model
- IBM Sovereign Core Bakes Sovereignty Into the AI Stack
- Etched Raises $500M to Take On Nvidia With Transformer Chips
- Meta Compute: Zuckerberg's Gigawatt Infrastructure Bet
- OpenAI and SoftBank Put $1B Into SB Energy Alongside a 1.2 GW Stargate Lease
- Intel's Core Ultra Series 3 Brings 18A Chips to AI PCs
- Jensen Huang Opens CES 2026 by Declaring the Physical AI Era
- xAI Closes Upsized $20 Billion Series E Round
- AMD at CES 2026: Helios Racks and the Yotta-Scale AI Play
- AI Ate Half of 2025's Venture Funding: $211B Year in Review
2025 / 13 POSTS
- Zuckerberg launches Meta Superintelligence Labs
- AI memory trade heats up: Micron and SK hynix stocks
- Redwood Materials launches AI data center energy play
- Micron fiscal Q3: HBM sold out for calendar 2025
- Gemini 2.5 goes stable: Pro and Flash reach GA
- OpenAI-Microsoft rift widens over IP, compute, Windsurf
- Taiwan puts Huawei and SMIC on chip export control list
- Huang: Nvidia drops China from forecasts after H20 curbs
- AMD's Instinct MI350 launch: 4x compute, 35x inference
- Nvidia GTC Paris: Europe's AI compute set to grow tenfold
- Meta in talks to invest billions in Scale AI
- Meta signs 20-year nuclear deal for its AI power needs
- TSMC's Wei: global fabs won't leak core chip technology