GPU

88 atoms · 跨 50 天 · 首见 2026-04-15 · 最近 2026-07-12

三色: 🟦 fact 25 · 🟥 take 63 · stance ▲43/▼14/◆8

叙事状态: ⚔️ contested (分歧) · 📈 加速 · 策展近14d 2 atom · 🐦 X 近14d 10

状态只算低频策展源 (群/卖方); X firehose 仅作背景音量

来源: X 85 · 卖 1 · News 2

时态: fresh:72 · aging:11 · stale:5

标签: 好观点:57 · 好数字:17 · 好思考:15 · 好问题:5 · 好信源:2

🟨 AI 综合 · junior analyst 概览

🧭 拥挤度 (一人一票): ▲ 22 位作者 (KOL22) vs ▼ 9 位作者 (KOL9)

⚖️ 多头 22/22 来自KOL

💢 核心分歧 (3 轴)

1. 推理需求爆发 vs 稀疏矩阵劣势

*topic: 技术路线/AI/竞争格局/订单需求/供给产能 · 20 bull vs 6 bear*

🟢 bullish 侧:

• <a id="atom-98cc99e21ea8c508"></a>2026-06-24 卖·BofA Brian Fenske · HBM依赖性 · 技术路线/AI
  they all perform almost identically based on the amount of HBM they have, with one factor that changes the performance: software
  tags: 好观点 · → daily
• <a id="atom-292a6f110f20e8e9"></a>2026-04-16 X·@fi56622380 · 算力之后轮到内存存储再之后CPU瓶颈 · 技术路线
  GPU算力之后是内存存储，再之后会轮到CPU瓶颈
  tags: 好思考 · → daily
  📷 原图
• <a id="atom-1fb8b6fc7c77c093"></a>2026-04-19 X·@Semicon_player · 성능 경쟁에서 전력/열 → 패키징 물리학 → 소재 전환 방향 전환 · 技术路线/供给产能
  성능 경쟁 → 전력/열 → 패키징 물리학 → 소재 전환
  tags: 好思考 · → daily
• <a id="atom-b5c16906e0b9bde6"></a>2026-04-20 X·@Arronwei3n · 每代 token 吞吐量提升对 CPU 线程需求的影响 · 数据中心算力/技术路线
  Each GPU generation doubles token throughput...CPU thread demand expands exponentially
  tags: 好思考 · → daily
• <a id="atom-1343759293d13778"></a>2026-05-04 X·@Matthewrogers · 企业客户可运行本地模型 · 产品发布/技术路线
  The question I keep getting from Enterprise Customers "Can we run a local model for this usage case". Yes, yes you can.
  tags: 好观点 · → daily
  📷 原图

🔴 bearish 侧:

• <a id="atom-eba1d0c4ab5ef309"></a>2026-04-16 X·@R3000C [老化中] · 对稀疏矩阵的处理能力 · 技术路线
  GPU が今全盛のLLMやAgentic AIになるとバッチサイズの小ささ、メモリ帯域、疎行列への対応に対しては構造的な限界を露呈し始めている
  tags: 好观点 · → daily
• <a id="atom-859dcc0f6c0b115b"></a>2026-04-19 X·@Semicon_player [老化中] · 발열 전력 밀도 미해결 시 아키텍처 확장 한계 · 技术路线/供给产能
  발열과 전력 밀도가 해결되지 않으면, 어떤 아키텍처도 확장에 한계가 생긴다.
  tags: 好观点 · → daily
• <a id="atom-d15e0f65f79cb2bf"></a>2026-06-28 X·@sugar23651 · 在边缘环境下与tensor core不匹配 · 硬件性能/技术路线
  エッジ環境ではbatchが稼げないのでGEMVになり、GPUの tensor coreと噛み合わず、よりメモリバウンドになる
  tags: 好思考 · → daily
• <a id="atom-70ca456bdb4ff69b"></a>2026-06-30 X·@tbpn · thermal bottleneck utilization · 技术路线/供给产能
  You can't really run a GPU at more than around 50% of what it could theoretically do, or it'll melt.
  tags: 好观点 · → daily
  value: qty=50% · direction=below theoretical
• <a id="atom-9330a305e7773d41"></a>2026-04-15 X·@Dorialexander · 供应状态 · 供给产能
  c'est la pénurie de GPU un peu partout là
  tags: 好观点 · → daily
  value: direction=短缺 · date=2026-04-15

2. 经济寿命 3-4年 vs 10-15年

*topic: 资本开支/盈利能力 · 3 bull vs 3 bear*

🟢 bullish 侧:

• <a id="atom-e78b4d4d67f018e8"></a>2026-05-05 X·@TheAhmadOsman [老旧] · 被视为持续有利的投资 · 资本开支
  Buy a GPU just keeps on winning 🦾
  tags: 好观点 · → daily
• <a id="atom-b3918f18f2080a65"></a>2026-06-21 X·@guohao_li · 购买考虑 · 资本开支/技术路线
  it is definitely time to seriously consider buying more GPUs and start building our own local ai stack
  tags: 好观点·好思考 · → daily
  value: direction=增加
• <a id="atom-3bf2f690a85e91d8"></a>2026-06-25 X·@Hesamation [老化中] · 购买GPU如同未来依靠它 · 资本开支/数据中心算力
  BUY GPUs LIKE YOUR FUTURE DEPENDS ON IT.
  tags: 好观点 · → daily
  📷 原图

🔴 bearish 侧:

• <a id="atom-1911925f7cf7d301"></a>2026-05-28 X·@brentmuio · economic life finite · 资本开支/盈利能力
  A GPU while we can argue about economic life (and everyone loves to) it is finite
  tags: 好观点 · → daily
  value: direction=finite
• <a id="atom-c8e6300cc608dbfb"></a>2026-06-30 X·@Geero_Gero · 投资规模估算 · 资本开支
  If the competitive models by end of 2026 are 5T that means now it’s 8~10$/model-hour if gpu prices remain stable and an initial investment of half a million
  tags: 好数字 · → daily
  value: qty=$500,000 · date=2026年
• <a id="atom-ffb5055cfeb2d8cf"></a>2026-06-30 X·@patrick_oshag · 万亿参数模型MFU · 盈利能力
  today's GPUs deliver 20 to 50% MFU on trillion-parameter models
  tags: 好数字 · → daily
  value: qty=20 to 50% · date=2026

3. 独占到寡头 市场分散化 vs 份额锁定

*topic: 竞争格局 · 2 bull vs 2 bear*

🟢 bullish 侧:

• <a id="atom-a00eab418e67a0ac"></a>2026-04-28 X·@SemiAnalysis_ [老化中] · demand narrative flipped · 订单需求/竞争格局
  CPUs were left for dead in the AI boom. GPUs and networking captured all the attention, and CPU demand looked flat despite massive datacenter buildout. That narrative has now flipped.
  tags: 好观点 · → daily
  value: date=2026
  📷 原图
• <a id="atom-4c4731496624c9e0"></a>2026-06-18 X·@BenBajarin · 驱动半导体行业 · 技术路线/竞争格局
  GPU has created a tsunami for every other category in semis
  tags: 好观点 · → daily
  📷 原图

🔴 bearish 侧:

• <a id="atom-15d2ed51f0371fd1"></a>2026-06-11 X·@SemiEngineering · 被异构 SoC 和 chiplet 取代 · 技术路线/竞争格局
  Standalone GPUs are being replaced by heterogeneous SoCs and chiplets that combine CPUs, GPUs, and NPUs to eliminate memory bottlenecks, reduce latency, and boost efficiency.
  tags: 好观点 · → daily
• <a id="atom-613be11cd2193132"></a>2026-06-22 X·@zubo_semicon · AI推理3阶段变化中处于不利地位 · 技术路线/竞争格局
  GPUが不利に　AI推論3段階の変化、半導体でトレードオフ
  tags: 好观点 · → daily

🔗 因果传导 (causal map)

*GPU 在产业链上的传导关系. 边是群里/卖方陈述的因果 (非 AI 推断), 数字 = 几条 atom 支撑. 点 atom 溯源.*

↑ 上游·近期陈述 (9)

• 🔴 HBM · 产能依赖 · 1 次陈述
  Jonathan Ross: 'In a GPU architecture, your performance is basically set by what is called HBM... The ones for the last
• 🟢 HBM · 需求拉动 · 1 次陈述
  Jonathan Ross: “In a GPU architecture, your performance is basically set by what is called HBM, or high bandwidth memory
• 🔴 数据中心项目 · 产能依赖 · 1 次陈述
  CBRS CEO Andrew Feldman: 'biggest challenge right now is getting enough data center space. It’s a grand irony that after
• 🔴 数据中心项目 · 需求拉动 · 1 次陈述
  But, but, those 'expert folks' said it was just a myth that half the data centers scheduled to start in 2026 are cancele
• 🟢 ASIC · 替代 · 1 次陈述
  隨著AI從訓練轉向推論，ASIC因能效與成本優勢，出貨成長率預計超越GPU
• 🟢 HBM · 替代 · 1 次陈述
  HBM solved it by sitting memory right next to the GPU.
• 🔴 Jalapeño · 替代 · 1 次陈述
  it’s bullish ASICs made by frontier labs and negative for GPUs in general
• 🟢 NVDA · 需求拉动 · 1 次陈述
  第一阶段，超级云厂商的资本开支流向英伟达，GPU成为AI牛市的第一估值锚

📊 程序化变化 (近 7 天)

• 新增 1 atoms
• 本周新 topic: 需求

🟦 客观事实 (facts) (25)

• <a id="atom-0cdece3c3c56066c"></a>🟦 2026-04-27 X·@theinformation · 每块产出都售罄 · 供需格局/订单需求
  Every GPU that can be produced is sold for five years.
  tags: 好数字·好观点 · → daily
  value: qty=5年
• <a id="atom-2060ba72175aeb4f"></a>🟦 2026-05-19 X·@R3000C · 低精度・高速のAI計算主体 · 技术路线/算力
  GPUによる低精度・高速のAI計算を主体
  tags: 好信源·好观点 · → daily
  value: direction=主体
  📷 原图
• <a id="atom-5cae39e49d770675"></a>🟦 2026-07-01 X·@MO1S1 · 可基于负载调整电压至 0.6V · 技术路线/供给产能
  GPUs like CPUs have something called DVFS: dynamic voltage frequency scaling. GPU scales voltage based on the workload, they can run at 0.6V.
  tags: 好数字 · → daily
  value: qty=0.6V
• <a id="atom-f9abeb6c1cc5188e"></a>🟦 2026-07-01 X·@MarkosAAIG · 历代每系统内存趋势 · 出货量
  No GPU generation has EVER shipped with less memory per system. 80GB… 141… 180… 288 and rising.
  tags: 好数字 · → daily
  📷 原图
• <a id="atom-ffb5055cfeb2d8cf"></a>🟦 2026-06-30 X·@patrick_oshag · 万亿参数模型MFU · 盈利能力
  today's GPUs deliver 20 to 50% MFU on trillion-parameter models
  tags: 好数字 · → daily
  value: qty=20 to 50% · date=2026
• <a id="atom-e7a0370203518add"></a>🟦 2026-06-21 X·@reissbaker · 推断吞吐量 · 模型发布/技术路线
  at 120 tps, you can generate a maximum of 3.78 billion tokens per year if you're running decode 100% of the time.
  tags: 好数字 · → daily
  value: qty=120 tps
• <a id="atom-0e66f35354de4b8b"></a>🟦 2026-06-21 X·@reissbaker · 年产出 tokens 上限 · 出货量
  at 120 tps, you can generate a maximum of 3.78 billion tokens per year
  tags: 好数字 · → daily
  value: qty=3.78 billion tokens · date=per year
• <a id="atom-b39d0054b9d4ca8b"></a>🟦 2026-06-21 X·@reissbaker · 输出 token 成本 · 价格动态
  at $4.40/mtok output, that's $15k of tokens per year
  tags: 好数字 · → daily
  value: qty=$4.40/ mtok
• <a id="atom-13f423fd7a80fcba"></a>🟦 2026-06-21 X·@reissbaker · 硬件成本 · 资本开支
  for the low, low price of, er, $150k of hardware
  tags: 好数字 · → daily
  value: qty=$150k
• <a id="atom-273ad5c7179fde74"></a>🟦 2026-06-11 X·@championswimmer · bit-flips in space due to radiations · 空间计算
  10x more bit-flips in space due to naked radiations
  tags: 好数字 · → daily
  value: qty=10x · date=
• <a id="atom-ea8082ebdb15ea24"></a>🟦 2026-05-26 X·@sameer_singh17 · 租赁价格变化 · 价格动态
  GPU rental prices up 2x in a couple of months.
  tags: 好数字 · → daily
  value: direction=up · date=past few months
• <a id="atom-19a1c686ff8eb381"></a>🟦 2026-05-18 X·@warai_ein · 租赁价格上涨 · 价格动态
  Recent price per GPU indicates otherwise, why would they be collecting dust when the GPU rental price is still increasing ????
  tags: 好数字 · → daily
• <a id="atom-3885fe9a527a0b3f"></a>🟦 2026-05-13 X·@matthew_sigel · 现货市场价格走势 · 价格动态
  GPU pricing looking pretty solid in the spot markets
  tags: 好数字 · → daily
  [图: 彭博终端上显示的三只指数（SDH100RT、SDA100RT和SDLLMTK）的历史价格走势图 — SDH100RT Index 最新价格: 2.69; SDA100RT Index 最新价格: 1.51; SDLLMTK Index 最新价格: 1.9000]
  📷 原图
• <a id="atom-7c3b63b9281d6adc"></a>🟦 2026-05-09 X·@Underfox3 · H100 relative cost · 价格动态/供给产能
  H100 relative cost: 7.6
  tags: 好数字 · → daily
  value: qty=7.6
  [图: 不同GPU型号在主流云平台上的规格、相对成本及性价比对比表 — H100 相对成本: 7.6; L40S 算力性价比 (TF/Cost): 162.3; L4 内存性价比 (Mem/Cost): 24.0; A100 带宽性价比 (BW/Cost): 0.58]
  📷 原图
• <a id="atom-cb135ce8348566a1"></a>🟦 2026-05-08 X·@VentureBeat · 平均利用率 · 供给产能
  Average GPU utilization: 5%.
  tags: 好数字 · → daily
  value: qty=5% · date=2026-05-08
• <a id="atom-98cc99e21ea8c508"></a>🟦 2026-06-24 卖·BofA Brian Fenske · HBM依赖性 · 技术路线/AI
  they all perform almost identically based on the amount of HBM they have, with one factor that changes the performance: software
  tags: 好观点 · → daily
• <a id="atom-ab4562b9e703ea12"></a>🟦 2026-05-25 X·@TheAhmadOsman · refer to memory bandwidth articles · 显存带宽
  Check this out + read GPU memory and bandwidth articles under the articles tab on my profile
  tags: 好信源 · → daily
• <a id="atom-70ca456bdb4ff69b"></a>🟦 2026-06-30 X·@tbpn · thermal bottleneck utilization · 技术路线/供给产能
  You can't really run a GPU at more than around 50% of what it could theoretically do, or it'll melt.
  tags: 好观点 · → daily
  value: qty=50% · direction=below theoretical
• <a id="atom-0c19d30ee21e97d0"></a>🟦 2026-04-16 X·@R3000C [老化中] · 用户积累供应商和世代特定的非可移植软件资产，护城河深 · 技术路线
  OSやGPUは（特に性能特性のレイヤーが）不安定ゆえに、ユーザーがベンダーや世代固有に特化した非移植的SW資産を積み上げる≒堀が深い
  tags: 好思考 · → daily
• <a id="atom-b7e531f107c76942"></a>🟦 2026-07-01 X·@MO1S1 · 拥有 DVFS（动态电压频率调整） · 技术路线
  GPUs like CPUs have something called DVFS: dynamic voltage frequency scaling. GPU scales voltage based on the workload, they can run at 0.6V.
  tags: 好观点 · → daily
• <a id="atom-e7590ac2f03130ef"></a>🟦 2026-06-05 X·@ItsHin_son · 预留实例可用性 · 供给产能
  RIs of GPUs are effectively unavailable…you get put on an allocation list at best.
  tags: 好观点 · → daily
  value: direction=effectively unavailable
• <a id="atom-f3aebcbd656f4399"></a>🟦 2026-05-27 X·@SashaKaletsky · has become an appreciating asset · 价格动态
  We have discovered that GPUs are, for the time being at least, an *appreciating* asset.
  tags: 好观点 · → daily
  value: qty= · date=for the time being at least
• <a id="atom-9c1f85211589fd8b"></a>🟦 2026-05-07 X·@GoSailGlobal · 中美大模型硬件水平对比 · 技术路线/竞争格局
  GPU / 数据 / 模型这些硬件层面，中美几乎打平
  tags: 好观点 · → daily
  value: direction=持平
  📷 原图
• <a id="atom-1343759293d13778"></a>🟦 2026-05-04 X·@Matthewrogers · 企业客户可运行本地模型 · 产品发布/技术路线
  The question I keep getting from Enterprise Customers "Can we run a local model for this usage case". Yes, yes you can.
  tags: 好观点 · → daily
  📷 原图
• <a id="atom-9330a305e7773d41"></a>🟦 2026-04-15 X·@Dorialexander · 供应状态 · 供给产能
  c'est la pénurie de GPU un peu partout là
  tags: 好观点 · → daily
  value: direction=短缺 · date=2026-04-15

🟥 多头 takes (bullish) (30)

• <a id="atom-c963dc1729ae3447"></a>🟥 2026-07-12 News · 载板面积与层数需求 · 技术路线/需求
  部分新世代GPU载板面积乘层数较前代增逾七成
  tags: 好数字 · → daily
  value: qty=较前代增逾七成
• <a id="atom-b3918f18f2080a65"></a>🟥 2026-06-21 X·@guohao_li · 购买考虑 · 资本开支/技术路线
  it is definitely time to seriously consider buying more GPUs and start building our own local ai stack
  tags: 好观点·好思考 · → daily
  value: direction=增加
• <a id="atom-1cbe7c5c9b69e047"></a>🟥 2026-05-13 X·@loktar00 · 购买意愿 · 仓位情绪/订单需求
  you kind of influence me to want to buy more GPUs
  tags: 好观点·好思考 · → daily
  value: qty=more · direction=increasing
• <a id="atom-16706b020be90e27"></a>🟥 2026-05-12 X·@teortaxesTex · 运行前沿模型的能力 · 模型推理能力/技术路线
  in fp4 and with DSV4-level cache compression this would mean that one "GPU" module will be able to run a frontier model on par with 5.5 or Mythos
  tags: 好观点·好思考 · → daily
  value: qty=与 5.5 或 Mythos 相当
• <a id="atom-9a9cea97986eb00f"></a>🟥 2026-05-08 X·@wolfejosh [老化中] · 被视为被忽视的大趋势 · 数据中心算力/技术路线
  Ignore this mega-trend at your own peril. GPUs.
  tags: 好观点·好思考 · → daily
  📷 原图
• <a id="atom-faf49b5187053d1b"></a>🟥 2026-07-02 X·@DrNHJ · 유효 수명 베어케이스 약화 · 定价权/供给产能
  GPU의 예상보다 양호한 경제적 가치가 유효 수명에 대한 베어 내러티브를 계속 약화시킨다
  tags: 好观点 · → daily
  value: direction=weakening
• <a id="atom-f5e133556b282fa5"></a>🟥 2026-06-16 X·@zerohedge · 是华尔街新房地产交易 · 资产类别/数据中心算力
  The GPU Is Wall Street's New Real Estate Trade
  tags: 好观点 · → daily
• <a id="atom-7e9e2560ef915196"></a>🟥 2026-05-23 X·@dwarkesh_sp · 架构设计 · 技术路线/芯片架构
  A huge chunk of a CPU die is actually just predicting what code will run next. GPUs strip this out, which is part of why they can fit so much more compute on the chip.
  tags: 好思考 · → daily
• <a id="atom-2bde236d9df4d47f"></a>🟥 2026-06-14 X·@Alisvolatprop12 · 비중 전망 · BOM 구성
  개인적으로 GPU와 메모리의 비중이 서로 바뀌어도 이상할 게 없다고 생각하고 있습니다.
  tags: 好思考 · → daily
  value: direction=메모리와 비중 역전 가능
• <a id="atom-24169871c2b28139"></a>🟥 2026-05-20 X·@InvestLikeBest · 有用寿命被延长至 · 硬件寿命
  disaggregation of inference can extend GPU useful lives from 3-4 years to 10-15
  tags: 好观点 · → daily
  value: qty=10-15 years · direction=extended from 3-4 years
• <a id="atom-b5c16906e0b9bde6"></a>🟥 2026-04-20 X·@Arronwei3n · 每代 token 吞吐量提升对 CPU 线程需求的影响 · 数据中心算力/技术路线
  Each GPU generation doubles token throughput...CPU thread demand expands exponentially
  tags: 好思考 · → daily
• <a id="atom-1fb8b6fc7c77c093"></a>🟥 2026-04-19 X·@Semicon_player · 성능 경쟁에서 전력/열 → 패키징 물리학 → 소재 전환 방향 전환 · 技术路线/供给产能
  성능 경쟁 → 전력/열 → 패키징 물리학 → 소재 전환
  tags: 好思考 · → daily
• <a id="atom-292a6f110f20e8e9"></a>🟥 2026-04-16 X·@fi56622380 · 算力之后轮到内存存储再之后CPU瓶颈 · 技术路线
  GPU算力之后是内存存储，再之后会轮到CPU瓶颈
  tags: 好思考 · → daily
  📷 原图
• <a id="atom-1b6e926433b82eb9"></a>🟥 2026-06-29 X·@Alisvolatprop12 · 메모리 탈착 가능성 · 供给产能/技术路线
  GPU메모리는 탁찰가능한 dimm등 모듈이 아니라 pcb에 납땜되어 출하되기 때문에 GPU 자체가 세대 교체될 것으로 봅니다.
  tags: 好观点 · → daily
  value: qty=false
• <a id="atom-3bf2f690a85e91d8"></a>🟥 2026-06-25 X·@Hesamation [老化中] · 购买GPU如同未来依靠它 · 资本开支/数据中心算力
  BUY GPUs LIKE YOUR FUTURE DEPENDS ON IT.
  tags: 好观点 · → daily
  📷 原图
• <a id="atom-4c4731496624c9e0"></a>🟥 2026-06-18 X·@BenBajarin · 驱动半导体行业 · 技术路线/竞争格局
  GPU has created a tsunami for every other category in semis
  tags: 好观点 · → daily
  📷 原图
• <a id="atom-dbb45c51394bd216"></a>🟥 2026-06-15 X·@TheAhmadOsman · 被视为战略储备 · 数据中心算力
  Do you know that GPUs are a strategic reserve at this point?
  tags: 好观点 · → daily
• <a id="atom-632be72537bd9cc7"></a>🟥 2026-06-10 X·@deeperflows [老旧] · 积累更多3090显卡 · 仓位情绪/供给产能
  Time to stack more 3090s!
  tags: 好观点 · → daily
• <a id="atom-01df2d7ad6a9b22f"></a>🟥 2026-06-10 X·@TheAhmadOsman · 购买GPU是有先见之明的 · 仓位情绪/数据中心算力
  Buy a GPU was onto something wasn't it?
  tags: 好观点 · → daily
• <a id="atom-7cc4da790675b6d2"></a>🟥 2026-06-07 X·@TheAhmadOsman [老旧] · 投资回报评价 · 仓位情绪
  Buy a GPU keeps on winning
  tags: 好观点 · → daily
• <a id="atom-c426f5f6ee8ac1a4"></a>🟥 2026-06-01 X·@TheAhmadOsman · 订单需求从算力转向推理 · 订单需求/数据中心算力
  We get books on Inference signed with Buy GPUs now folks ;)
  tags: 好观点 · → daily
  📷 原图
• <a id="atom-fd0c4850e1085042"></a>🟥 2026-06-01 X·@luckybibiw1p [老旧] · 价值来源观点 · 现金流
  真正值钱的从来不是GPU。而是GPU背后的现金流。
  tags: 好观点 · → daily
• <a id="atom-4d34287de1e6c729"></a>🟥 2026-06-01 X·@BenBajarin · 代理计算定位 · 数据中心算力/技术路线
  emphasis for agentic is GPU
  tags: 好观点 · → daily
  value: direction=na
• <a id="atom-1b734ef971e0fc74"></a>🟥 2026-05-25 X·@TheAhmadOsman · individual buy and run real workloads · 算力自持
  Buy a GPU and run real workloads on them every day.
  tags: 好观点 · → daily
  📷 原图
• <a id="atom-ea8aeb7e5634c187"></a>🟥 2026-05-25 X·@TheAhmadOsman · owning hardware gives intuition and debugging ability · 算力自持
  The intuition, debugging ability, and taste you develop when the hardware is yours is impossible to replicate through APIs.
  tags: 好观点 · → daily
  📷 原图
• <a id="atom-e1690d99d8d8a5be"></a>🟥 2026-05-25 X·@TheAhmadOsman · ownership window open but not forever · 算力自持
  The window is still open. It won’t be forever.
  tags: 好观点 · → daily
  📷 原图
• <a id="atom-05b0a35d7d623ea1"></a>🟥 2026-05-20 X·@cnfinancewatch · 未来需求场景 · 订单需求
  未来，汽车和机器人，每个单独体，都需要GPU、CPU、DRAM、CPO……
  tags: 好观点 · → daily
• <a id="atom-87f94b5c848861df"></a>🟥 2026-05-20 X·@BenBajarin · can extract more value of the GPU by adding more CPUs or agentic CPUs · 数据中心算力/技术路线
  you can actually extract more value of the GPU by adding more CPUs or in this case agentic CPUs.
  tags: 好观点 · → daily
• <a id="atom-75304617881139af"></a>🟥 2026-05-18 X·@TheAhmadOsman · 购买时机建议 · 订单需求
  you should acquire some compute ASAP
  tags: 好观点 · → daily
  📷 原图
• <a id="atom-652d8135731c178f"></a>🟥 2026-05-18 X·@TheAhmadOsman · 后悔预测 · 仓位情绪
  These people are gonna regret it so much in 3 years time
  tags: 好观点 · → daily
  value: duration=in 3 years time

🟥 空头 takes (bearish) (9)

• <a id="atom-c8e6300cc608dbfb"></a>🟥 2026-06-30 X·@Geero_Gero · 投资规模估算 · 资本开支
  If the competitive models by end of 2026 are 5T that means now it’s 8~10$/model-hour if gpu prices remain stable and an initial investment of half a million
  tags: 好数字 · → daily
  value: qty=$500,000 · date=2026年
• <a id="atom-d15e0f65f79cb2bf"></a>🟥 2026-06-28 X·@sugar23651 · 在边缘环境下与tensor core不匹配 · 硬件性能/技术路线
  エッジ環境ではbatchが稼げないのでGEMVになり、GPUの tensor coreと噛み合わず、よりメモリバウンドになる
  tags: 好思考 · → daily
• <a id="atom-ba3bffd4b3bea336"></a>🟥 2026-06-14 X·@Alisvolatprop12 · 시장 구조 변화 · 경쟁 구도
  GPU는 독점에서 과점체제로 더욱 분산되어가고
  tags: 好思考 · → daily
  value: direction=독점에서 과점체제로 분산
• <a id="atom-613be11cd2193132"></a>🟥 2026-06-22 X·@zubo_semicon · AI推理3阶段变化中处于不利地位 · 技术路线/竞争格局
  GPUが不利に　AI推論3段階の変化、半導体でトレードオフ
  tags: 好观点 · → daily
• <a id="atom-15d2ed51f0371fd1"></a>🟥 2026-06-11 X·@SemiEngineering · 被异构 SoC 和 chiplet 取代 · 技术路线/竞争格局
  Standalone GPUs are being replaced by heterogeneous SoCs and chiplets that combine CPUs, GPUs, and NPUs to eliminate memory bottlenecks, reduce latency, and boost efficiency.
  tags: 好观点 · → daily
• <a id="atom-1911925f7cf7d301"></a>🟥 2026-05-28 X·@brentmuio · economic life finite · 资本开支/盈利能力
  A GPU while we can argue about economic life (and everyone loves to) it is finite
  tags: 好观点 · → daily
  value: direction=finite
• <a id="atom-06902fca465d8592"></a>🟥 2026-05-17 X·@sigmahamster2 · 价格倍数变化预测 · 价格动态
  GPU prices multiply by a factor of ten
  tags: 好观点 · → daily
  value: qty=10x · direction=up
  📷 原图
• <a id="atom-859dcc0f6c0b115b"></a>🟥 2026-04-19 X·@Semicon_player [老化中] · 발열 전력 밀도 미해결 시 아키텍처 확장 한계 · 技术路线/供给产能
  발열과 전력 밀도가 해결되지 않으면, 어떤 아키텍처도 확장에 한계가 생긴다.
  tags: 好观点 · → daily
• <a id="atom-eba1d0c4ab5ef309"></a>🟥 2026-04-16 X·@R3000C [老化中] · 对稀疏矩阵的处理能力 · 技术路线
  GPU が今全盛のLLMやAgentic AIになるとバッチサイズの小ささ、メモリ帯域、疎行列への対応に対しては構造的な限界を露呈し始めている
  tags: 好观点 · → daily

🟥 中性 takes (neutral) (5)

• <a id="atom-43ee51c6ab28f0d7"></a>🟥 2026-05-20 X·@MoatlessCapital · economic life compared to fiber · 资本开支/技术路线
  economic life of GPU vs fiber
  tags: 好观点·好问题 · → daily
• <a id="atom-c6ef5d6aeb7b98b1"></a>🟥 2026-07-04 News · AI角色定位 · 技术路线
  GPU决定AI的思考速度
  tags: 好观点 · → daily
• <a id="atom-06fb8d8a135d38b4"></a>🟥 2026-06-26 X·@alyxya [老化中] · only matmul kernel needed · 技术路线_
  you only really need a matmul kernel
  tags: 好思考 · → daily
• <a id="atom-81dd5faf1438501d"></a>🟥 2026-05-28 X·@iamai_omni · 被认为是瓶颈 · 供给产能
  GPU 说我是瓶颈
  tags: 好思考 · → daily
• <a id="atom-7d2cf3f4660e20c2"></a>🟥 2026-07-01 X·@bubbleboi · 电压下降是由于热节流导致 · 技术路线
  I think you might not know what your talking about that happens because of thermal throttling
  tags: 好观点 · → daily

⏱ 时间轴 (近 20)

• 🟥 2026-07-12 · narrative · 载板面积与层数需求 · → daily
• 🟥 2026-07-04 · narrative · AI角色定位 · → daily
• 🟥 2026-07-02 · narrative · 유효 수명 베어케이스 약화 · → daily
• 🟦 2026-07-01 · fact · 拥有 DVFS（动态电压频率调整） · → daily
• 🟦 2026-07-01 · fact · 可基于负载调整电压至 0.6V · → daily
• 🟥 2026-07-01 · narrative · 电压下降是由于热节流导致 · → daily
• 🟦 2026-07-01 · fact · 历代每系统内存趋势 · → daily
• 🟥 2026-06-30 · forecast · 折旧年限 · → daily
• 🟥 2026-06-30 · forecast · 投资规模估算 · → daily
• 🟦 2026-06-30 · fact · 万亿参数模型MFU · → daily
• 🟦 2026-06-30 · fact · thermal bottleneck utilization · → daily
• 🟥 2026-06-29 · narrative · 메모리 탈착 가능성 · → daily
• 🟥 2026-06-28 · narrative · 在边缘环境下与tensor core不匹配 · → daily
• 🟥 2026-06-28 · narrative · 数量估计 · → daily
• 🟥 2026-06-26 · position · only matmul kernel needed · → daily
• 🟥 2026-06-26 · narrative · 购买机会 · → daily
• 🟥 2026-06-25 · position · 购买GPU如同未来依靠它 · → daily
• 🟦 2026-06-24 · fact · HBM依赖性 · → daily
• 🟥 2026-06-22 · narrative · AI推理3阶段变化中处于不利地位 · → daily
• 🟥 2026-06-22 · fact · 定价方式 · → daily

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