以下部分引用 AI 总结,现阶段 AI 仍然有幻觉。请以内容的原文为准。
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DeepMind
40 atoms · 跨 23 天 · 首见 2026-04-20 · 最近 2026-07-03
三色: 🟦 fact 19 · 🟥 take 21 · stance ▲8/▼11/◆11
叙事状态: 🍂 fading (退潮) · 💤 沉寂 · 策展近14d 0 atom · 🐦 X 近14d 4
状态只算低频策展源 (群/卖方); X firehose 仅作背景音量
来源: X 40
时态: fresh:38 · aging:2
标签: 好信源:19 · 好观点:16 · 好数字:4 · 好思考:3 · 好问题:1
🟨 AI 综合 · junior analyst 概览
展开 AI 综合 (灰色 · 非市场结论 · 点击数字溯源到原 atom)
model: deepseek-chat · 2026-07-12 · 默认折叠
DeepMind整体是英国AI领域的重要资源
¹¹,但其被美国公司收购的背景也让英国本土主权LLM公司的出现变得复杂
¹¹。团队通过扎实研究屡获突破,例如AI Co-Mathematician在FrontierMath Tier 4基准上得分47.9%
¹¹。但近期出现高级人才连续离职的情况,Noam Shazeer和John Jumper等高层相继离开引发关注
¹。招聘上偏好PhD的精英主义文化也开始带来负面影响
¹。战略路径存在内部分歧,团队对编程能力(SWE)是否为通往AGI的最短路径持怀疑态度
¹。预计7月17日发布基于新预训练的Gemini 3.5 Pro,但其实际表现仍有待观察
¹¹。
🧭 拥挤度 (一人一票): ▲ 6 位作者 (KOL6) vs ▼ 8 位作者 (KOL8)
⚖️ 空头 8/8 来自KOL
💢 核心分歧 (3 轴)
1. AI编程路线 技术优先 vs 产品落地
*topic: 技术路线/竞争格局/模型发布 · 4 bull vs 2 bear*
🟢 bullish 侧:
- <a id="atom-24001c0161362aa6"></a>2026-04-20
X·@WSTAnalystApe · AI编程使用量 · 管理层表态/技术路线
每週 4 萬工程師在用 AI 寫程式
tags: 好数字·好信源 · → daily
value: qty=每周4万工程师 · date=当前
📷 原图
- <a id="atom-5bac58dd4e40c350"></a>2026-05-24
X·@LyraInTheFlesh · 行为风格类比 · 技术路线/模型发布
DeepMind rolled up, did the work, solved 9 in a row, and left us with a research paper as they rolled away. No selfie stick. No 'engagement maxxing.' Just hard work and results.
tags: 好观点·好思考 · → daily
- <a id="atom-4da83efc9329281c"></a>2026-06-13
X·@kik8964 · 被提及为英国在AI领域的资源 · 合作客户/技术路线
有arm和deepmind,还算可以吧
tags: 好观点 · → daily
- <a id="atom-77fbfc5702a3809f"></a>2026-07-03
X·@synthwavedd · Nano Banana Pro 模型基于 3.5 Pro 基座 · 模型发布/技术路线
work is well underway on a new Nano Banana Pro model based on the new 3.5 Pro base, which I expect to be better received and compete well with GPT-Image 1.
tags: 好观点·好信源 · → daily
value: direction=new model
🔴 bearish 侧:
- <a id="atom-54b4c08b8fcf80e4"></a>2026-06-10
X·@teortaxesTex · 战略路径分歧 · 技术路线
DeepMind is skeptical that the shortest path to such mastery goes through SWE.
tags: 好观点 · → daily
value: direction=skeptical that the shortest path to mastery goes through SWE
- <a id="atom-9e681ad77f3d2605"></a>2026-06-20
X·@giffmana · coding progress · 技术路线
DeepMind coding progress
tags: 好观点 · → daily
📷 原图
展开 5 条中性
- <a id="atom-f1973e5363c8e98e"></a>2026-04-29
X·@Alisvolatprop12 · 与现代汽车、LG、SK分别讨论机器人、模型、HBM等合作 · 合作客户/技术路线
현대차그룹, LG그룹, SK그룹과도 각각 로봇, 모델, HBM 등의 협업을 논의한 것으로 전해졌다.
tags: 好信源 · → daily
- <a id="atom-03f74b4c5ac682f2"></a>2026-05-17
X·@Presidentlin · maybe still trying to build AGI/ASI · 技术路线
Maybe DeepMind.
tags: 好观点 · → daily
- <a id="atom-d285e75a3828d7a7"></a>2026-05-22
X·@fly51fly · 发表论文:AI驱动的形式化证明搜索推进数学研究 · 技术路线
[AI] Advancing Mathematics Research with AI-Driven Formal Proof Search G Tsoukalas, A Kovsharov, S Shirobokov, A Surina… [Google DeepMind] (2026)
tags: 好信源 · → daily
📷 原图
- <a id="atom-0ae703f9e2152173"></a>2026-07-03
X·@synthwavedd · Gemini 3.5 Pro 新预训练 · 技术路线
this extra time has been spent on a new pretrain (they were planning to keep using the ancient 2.5 Pro base, lol), but it remains to be seen whether it's any good.
tags: 好信源 · → daily
value: direction=new pretrain
2. 人才招募 精英主义 vs 开放包容
*topic: 人事变动/竞争格局 · 1 bull vs 8 bear*
🟢 bullish 侧:
- <a id="atom-ead1efb36d1d7845"></a>2026-05-21
X·@deliprao · 团队复杂性 · 竞争格局
DeepMind teams are fractally complex
tags: 好观点 · → daily
🔴 bearish 侧:
- <a id="atom-f41dfa5e370be20c"></a>2026-04-20
X·@WSTAnalystApe [老化中] · AI工具使用偏好 · 技术路线/竞争格局 +同日1条
DeepMind:日常主力用 Claude
tags: 好信源 · → daily
value: direction=主力用Claude
📷 原图
- <a id="atom-553b216b32b8892c"></a>2026-05-21
X·@deliprao · 产品团队内耗 · 人事变动
DeepMind product teams could use some less internal politicking and competition
tags: 好观点 · → daily
- <a id="atom-5d9c90a7b4a69672"></a>2026-06-12
X·@teortaxesTex · 计算资源排名 · 竞争格局/数据中心算力
DeepMind is likely not even the most compute-rich lab at this point
tags: 好观点 · → daily
value: direction=not_even_most_compute-rich
📷 原图
- <a id="atom-427d1083d1ea3e4f"></a>2026-06-14
X·@rosstaylor90 · muddied waters for sovereign LLM company to emerge · 竞争格局
it has muddied the waters for a sovereign LLM company to emerge as (until recently) the Government continued to celebrate it as a British achievement / push it as a national champion
tags: 好观点 · → daily
- <a id="atom-c052601064a6b792"></a>2026-06-19
X·@not_ellington · 招聘文化 · 人事变动/竞争格局
It is next to impossible to get hired at DeepMind without a PhD. This culture is coming to bite them
tags: 好观点 · → daily
3. 英国AI旗帜 国家资产 vs 被美收购的遗憾
*topic: 地缘政治/并购 · 1 bull vs 1 bear*
🟢 bullish 侧:
- <a id="atom-ea58d02f116bcab3"></a>2026-06-14
X·@rosstaylor90 · enormously beneficial for UK · 地缘政治
DeepMind has been enormously beneficial for the UK
tags: 好观点 · → daily
🔴 bearish 侧:
- <a id="atom-8b571a8d6e1d6f85"></a>2026-06-15
X·@iamgingertrash · acquisition by American company · 并购
Yet they got purchased by an American company, and started with American venture capital
tags: 好数字 · → daily
展开 1 条中性
- <a id="atom-ee4b9db28e6431e9"></a>2026-05-24
X·@rronak_ · 被收购价格 · 并购
go to DeepMind in the $2.4B acquisition
tags: 好数字 · → daily
value: qty=$2.4B · date=2024
📷 原图
🟦 客观事实 (facts) (19)
- <a id="atom-24001c0161362aa6"></a>🟦 2026-04-20
X·@WSTAnalystApe · AI编程使用量 · 管理层表态/技术路线
每週 4 萬工程師在用 AI 寫程式
tags: 好数字·好信源 · → daily
value: qty=每周4万工程师 · date=当前
📷 原图
- <a id="atom-e7b19e05cb306809"></a>🟦 2026-06-30
X·@TechCrunch · poker AI team turned quant hedge fund manager · 人才流动
The DeepMind trio who built a poker AI, are now making money for quant hedge funds
tags: 好信源 · → daily
- <a id="atom-d285e75a3828d7a7"></a>🟦 2026-05-22
X·@fly51fly · 发表论文:AI驱动的形式化证明搜索推进数学研究 · 技术路线
[AI] Advancing Mathematics Research with AI-Driven Formal Proof Search G Tsoukalas, A Kovsharov, S Shirobokov, A Surina… [Google DeepMind] (2026)
tags: 好信源 · → daily
📷 原图
- <a id="atom-d1ab8c9b1a48c31b"></a>🟦 2026-05-21
X·@hsu_steve · 被投资 · 融资
making early foundational investments in frontier AI labs like DeepMind
tags: 好信源 · → daily
- <a id="atom-1daee7eb9bd34dbb"></a>🟦 2026-05-11
X·@hsu_steve · AI Co-Mathematician 在 FrontierMath Tier 4 基准测试得分 · 模型发布/技术路线
The AI Co-Mathematician scored 47.9% (solving 23 out of 48 problems)
tags: 好数字 · → daily
value: qty=47.9% · date=2026-05-11
📷 原图
- <a id="atom-bb82c1ad378508bb"></a>🟦 2026-07-03
X·@synthwavedd · Gemini 3.5 Pro 发布新日期 · 模型发布
DeepMind have also tentatively set a new launch date for Gemini 3.5 Pro of July 17th.
tags: 好信源 · → daily
value: date=July 17th, 2026
- <a id="atom-0ae703f9e2152173"></a>🟦 2026-07-03
X·@synthwavedd · Gemini 3.5 Pro 新预训练 · 技术路线
this extra time has been spent on a new pretrain (they were planning to keep using the ancient 2.5 Pro base, lol), but it remains to be seen whether it's any good.
tags: 好信源 · → daily
value: direction=new pretrain
- <a id="atom-8b571a8d6e1d6f85"></a>🟦 2026-06-15
X·@iamgingertrash · acquisition by American company · 并购
Yet they got purchased by an American company, and started with American venture capital
tags: 好数字 · → daily
- <a id="atom-ee4b9db28e6431e9"></a>🟦 2026-05-24
X·@rronak_ · 被收购价格 · 并购
go to DeepMind in the $2.4B acquisition
tags: 好数字 · → daily
value: qty=$2.4B · date=2024
📷 原图
- <a id="atom-cac5795301af6ebd"></a>🟦 2026-04-29
X·@Alisvolatprop12 · CEO 与韩国企业会面讨论合作 · 合作客户/管理层表态
데미스 허사비스 구글딥마인드 CEO는 앞서 재계 리더들과도 직접 머리를 맞댔다. 전날 청와대를 방문한 데 이어, 이재용 삼성전자 회장과 정의선 현대차그룹 회장, 구광모 LG그룹 회장, 최태원 SK그룹 회장과 잇달아 회동을 진행했다.
tags: 好信源 · → daily
- <a id="atom-f4c201dfd1c97d39"></a>🟦 2026-04-29
X·@Alisvolatprop12 · 与三星讨论合作 · 合作客户
삼성에서는 디바이스솔루션(DS) 및 디바이스경험(DX) 부문의 주요 임원진도 동행한 것으로 알려졌다.
tags: 好信源 · → daily
value: company=삼성전자
- <a id="atom-f1973e5363c8e98e"></a>🟦 2026-04-29
X·@Alisvolatprop12 · 与现代汽车、LG、SK分别讨论机器人、模型、HBM等合作 · 合作客户/技术路线
현대차그룹, LG그룹, SK그룹과도 각각 로봇, 모델, HBM 등의 협업을 논의한 것으로 전해졌다.
tags: 好信源 · → daily
- <a id="atom-3238c4f20510c8ed"></a>🟦 2026-06-18
X·@LLMJunky · joining IAIA as co-signatory · 监管政策
Demis Hassabis confirmed DeepMind will join the IAIA as a co-signatory.
tags: 好信源 · → daily
📷 原图
- <a id="atom-f2b1af5c865e8534"></a>🟦 2026-06-17
X·@TrungTPhan · CEO 参加闭门午餐会 · 管理层表态
Sam and Dario cheersing beers at the lunch
tags: 好信源 · → daily
value: date=2026-06-17
📷 原图
- <a id="atom-477ab138dfd83f83"></a>🟦 2026-06-15
X·@americansulla · location · 合作客户
Deepmind is in London.
tags: 好信源 · → daily
value: location=London
- <a id="atom-e61541aad9746741"></a>🟦 2026-05-24
X·@prz_chojecki · 解决了9个open Erdos问题 · 技术突破
Another 9 open Erdos problems solved, this time by DeepMind team.
tags: 好信源 · → daily
📷 原图
- <a id="atom-6ff0efe48ec7668e"></a>🟦 2026-05-19
X·@fly51fly · 发布新论文 · 模型发布/技术路线
[LG] Dual-Rate Diffusion: Accelerating diffusion models with an interleaved heavy-light network
tags: 好信源 · → daily
value: date=2026-05-19
📷 原图
- <a id="atom-6c23eb4ee7aa8eec"></a>🟦 2026-05-14
X·@MarvinTBaumann · launched modern AI development including RL · 技术路线/模型发布
Deepmind launched modern AI dev esp RL, and is European
tags: 好信源 · → daily
- <a id="atom-1d2847fd33cce552"></a>🟦 2026-05-22
X·@astridwilde1 · 项目因成本过高被放弃 · 技术路线
talking with someone who used to work at DeepMind: "wait sorry you WHAT?? I literally worked on that for 3 years before we abandoned the project because it was too expensive.
tags: 好观点 · → daily
🟥 多头 takes (bullish) (7)
- <a id="atom-77fbfc5702a3809f"></a>🟥 2026-07-03
X·@synthwavedd · Nano Banana Pro 模型基于 3.5 Pro 基座 · 模型发布/技术路线
work is well underway on a new Nano Banana Pro model based on the new 3.5 Pro base, which I expect to be better received and compete well with GPT-Image 1.
tags: 好观点·好信源 · → daily
value: direction=new model
- <a id="atom-5bac58dd4e40c350"></a>🟥 2026-05-24
X·@LyraInTheFlesh · 行为风格类比 · 技术路线/模型发布
DeepMind rolled up, did the work, solved 9 in a row, and left us with a research paper as they rolled away. No selfie stick. No 'engagement maxxing.' Just hard work and results.
tags: 好观点·好思考 · → daily
- <a id="atom-ea58d02f116bcab3"></a>🟥 2026-06-14
X·@rosstaylor90 · enormously beneficial for UK · 地缘政治
DeepMind has been enormously beneficial for the UK
tags: 好观点 · → daily
- <a id="atom-4da83efc9329281c"></a>🟥 2026-06-13
X·@kik8964 · 被提及为英国在AI领域的资源 · 合作客户/技术路线
有arm和deepmind,还算可以吧
tags: 好观点 · → daily
- <a id="atom-ead1efb36d1d7845"></a>🟥 2026-05-21
X·@deliprao · 团队复杂性 · 竞争格局
DeepMind teams are fractally complex
tags: 好观点 · → daily
- <a id="atom-35c34154c736868e"></a>🟥 2026-05-21
X·@deliprao · 基础设施规模 · 供给产能
DeepMind infrastructure is massive
tags: 好观点 · → daily
- <a id="atom-ea62a051ddf7b9ad"></a>🟥 2026-05-15
X·@alexfmac · founder control after acquisition · 管理层表态
The real genius of what Demis did came after the acquisition when Demis wrestled for full control of DeepMind.
tags: 好观点 · → daily
🟥 空头 takes (bearish) (10)
- <a id="atom-f41dfa5e370be20c"></a>🟥 2026-04-20
X·@WSTAnalystApe [老化中] · AI工具使用偏好 · 技术路线/竞争格局
DeepMind:日常主力用 Claude
tags: 好信源 · → daily
value: direction=主力用Claude
📷 原图
- <a id="atom-ed9bc2d24d510ba5"></a>🟥 2026-04-20
X·@WSTAnalystApe [老化中] · 对禁用Claude的反应 · 技术路线/人事变动
DeepMind 強烈反彈 有人甚至準備離職
tags: 好信源 · → daily
value: direction=强烈反弹,准备离职
📷 原图
- <a id="atom-9a185e667f732179"></a>🟥 2026-06-19
X·@Alisvolatprop12 · 高级人才连续离职 · 人事变动
노암 샤지어에 이어 존 점퍼까지… 이 정도 고위급들이 연달아 탈출하는 거면 심각하게 고민을 해봐야할 것 같습니다
tags: 好思考 · → daily
- <a id="atom-9e681ad77f3d2605"></a>🟥 2026-06-20
X·@giffmana · coding progress · 技术路线
DeepMind coding progress
tags: 好观点 · → daily
📷 原图
- <a id="atom-c052601064a6b792"></a>🟥 2026-06-19
X·@not_ellington · 招聘文化 · 人事变动/竞争格局
It is next to impossible to get hired at DeepMind without a PhD. This culture is coming to bite them
tags: 好观点 · → daily
- <a id="atom-427d1083d1ea3e4f"></a>🟥 2026-06-14
X·@rosstaylor90 · muddied waters for sovereign LLM company to emerge · 竞争格局
it has muddied the waters for a sovereign LLM company to emerge as (until recently) the Government continued to celebrate it as a British achievement / push it as a national champion
tags: 好观点 · → daily
- <a id="atom-5d9c90a7b4a69672"></a>🟥 2026-06-12
X·@teortaxesTex · 计算资源排名 · 竞争格局/数据中心算力
DeepMind is likely not even the most compute-rich lab at this point
tags: 好观点 · → daily
value: direction=not_even_most_compute-rich
📷 原图
- <a id="atom-54b4c08b8fcf80e4"></a>🟥 2026-06-10
X·@teortaxesTex · 战略路径分歧 · 技术路线
DeepMind is skeptical that the shortest path to such mastery goes through SWE.
tags: 好观点 · → daily
value: direction=skeptical that the shortest path to mastery goes through SWE
- <a id="atom-553b216b32b8892c"></a>🟥 2026-05-21
X·@deliprao · 产品团队内耗 · 人事变动
DeepMind product teams could use some less internal politicking and competition
tags: 好观点 · → daily
- <a id="atom-bfb7b4c0aca0b930"></a>🟥 2026-06-19
X·@theo · 高调离职 · 人事变动
I’ve seen multiple high profile departures this week
tags: 好问题 · → daily
value: qty=multiple · direction=高调
🟥 中性 takes (neutral) (3)
- <a id="atom-22de1de7a0bef17d"></a>🟥 2026-05-19
X·@zephyr_z9 · 创始人金钱动机 · 创始人动机
Demis isn't in the game for money
tags: 好观点 · → daily
value: direction=false
- <a id="atom-c5441e69869749eb"></a>🟥 2026-06-24
X·@matt_slotnick · 与GCP目标不同 · 战略定位
DeepMind and GCP are optimizing for different things
tags: 好思考 · → daily
- <a id="atom-03f74b4c5ac682f2"></a>🟥 2026-05-17
X·@Presidentlin · maybe still trying to build AGI/ASI · 技术路线
Maybe DeepMind.
tags: 好观点 · → daily
⏱ 时间轴 (近 20)
- 🟦 2026-07-03 ·
fact · Gemini 3.5 Pro 发布新日期 · → daily
- 🟦 2026-07-03 ·
fact · Gemini 3.5 Pro 新预训练 · → daily
- 🟥 2026-07-03 ·
forecast · Nano Banana Pro 模型基于 3.5 Pro 基座 · → daily
- 🟦 2026-06-30 ·
fact · poker AI team turned quant hedge fund manager · → daily
- 🟥 2026-06-28 ·
fact · 从未被设立为LLM · → daily
- 🟥 2026-06-24 ·
narrative · 与GCP目标不同 · → daily
- 🟥 2026-06-20 ·
narrative · coding progress · → daily
- 🟥 2026-06-19 ·
narrative · 招聘文化 · → daily
- 🟥 2026-06-19 ·
narrative · 高调离职 · → daily
- 🟥 2026-06-19 ·
narrative · 高级人才连续离职 · → daily
- 🟦 2026-06-18 ·
fact · joining IAIA as co-signatory · → daily
- 🟦 2026-06-17 ·
fact · CEO 参加闭门午餐会 · → daily
- 🟦 2026-06-15 ·
fact · location · → daily
- 🟦 2026-06-15 ·
fact · acquisition by American company · → daily
- 🟥 2026-06-14 ·
fact · enormously beneficial for UK · → daily
- 🟥 2026-06-14 ·
narrative · muddied waters for sovereign LLM company to emerge · → daily
- 🟥 2026-06-13 ·
narrative · 被提及为英国在AI领域的资源 · → daily
- 🟥 2026-06-12 ·
narrative · 计算资源排名 · → daily
- 🟥 2026-06-10 ·
narrative · 战略路径分歧 · → daily
- 🟦 2026-05-24 ·
fact · 解决了9个open Erdos问题 · → daily
📊 板块级信号 · AI 实验室 (28)
*以下是 AI 实验室 板块的信号 (DeepMind 是成员), 非直接针对 DeepMind — 供板块上下文参考*
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- 🟦▲ 2026-06-27 [twitter] · RL环境相关公开岗位数
RL & post-training岗位数: 46
- 🟥▲ 2026-05-21 [twitter] · 能力进展: 6个月从初级编码员到神话级
6 months from junior coder (millions) to mythos (thousand of security researchers equivalent). 1 month from mythos to so
- 🟥▲ 2026-05-21 [twitter] · 能力进展: 1个月从神话级到解决长期未解数学难题
1 month from mythos to solving long standing important problem in math (unsolved by any human).
- 🟥▲ 2026-07-03 [twitter] · will capture the entirety of the pareto frontier
RSI implies that the frontier labs will capture the *entirety of the pareto frontier*.
- 🟥▼ 2026-06-15 [twitter] · permanently behind means <10% market share but same margins
Having a model 2x less valuable means like <10% market share, the labs get the same margins, etc.
- 🟥▲ 2026-06-16 [twitter] · 利润率想象空间
imagine what kind of margins the frontier labs have
- 🟥▼ 2026-06-01 [twitter] · 模型发布顺序策略
frontier labs keep their best models to themselves for 1-3 months to make sure it's safe; then they sell the tokens to t
- 🟥▲ 2026-07-03 [twitter] · capture entirety of pareto frontier
RSI implies that the frontier labs will capture the *entirety of the pareto frontier*. They'll be SOTA on intelligence,
📊 板块级信号 · AI labs (84)
*以下是 AI labs 板块的信号 (DeepMind 是成员), 非直接针对 DeepMind — 供板块上下文参考*
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- 🟥▼ 2026-06-26 [twitter] · IPO timing
all AI labs IPOing at once
- 🟥▲ 2026-04-23 [twitter] · prompting到AGI路径
AI labs are literally prompting their way to AGI
- 🟥▼ 2026-04-15 [twitter] · job loss actions
jobs losses are also predictable now that AI labs have started hill-climbing powerpoint, excel, word and specific profes
- 🟥▼ 2026-05-13 [twitter] · revenue growth will slow hard due to token optimization
when that happens rev growth for labs will slow hard
- 🟥▼ 2026-06-25 [twitter] · model release pace slowing
This does not slow development in any way, it only slows the rate at which the labs can release models, not how fast the
- 🟦▼ 2026-06-25 [twitter] · internal capability gap widening
The gap between what is available to the public, and what the labs have internally, will steadily widen from this day fo
- 🟥▼ 2026-05-27 [twitter] · become optimal destination to solve customer problems
when they become the optimal destination to solve the problems of your customers, it’s going to get ugly
- 🟥▲ 2026-05-07 [twitter] · 模型供给策略
more diversification in the next 6 months or so as various economically useful capabilities democratize effectively to c
*以下是 US AI labs 板块的信号 (DeepMind 是成员), 非直接针对 DeepMind — 供板块上下文参考*
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- 🟥▲ 2026-06-23 [twitter] · GW-level campuses online timeline
GW-level campuses come online
- 🟥▲ 2026-05-21 [twitter] · 算力领先地位
US Champions are really far ahead
- 🟥▲ 2026-06-23 [twitter] · Mythos-class model release timeline
Multiple US labs will release Mythos-class models with RSI potential
- 🟥▲ 2026-06-13 [twitter] · 全球用户数据来源
The US have the usage from all over the world
- 🟥▼ 2026-05-13 [twitter] · facing inability to sustain without international sales
US AI labs cannot sustain themselves without selling internationally
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