# huang_biwei Launch on X: 37 Quotes in 4 Hours · Anysite > huang_biwei launch on X, Oct 12, 2026: 37 accounts quoted it in four hours, 28 of them repeat quoters. Minute marks, agency claims and the quoters. URL: https://anysite.io/research/launch-waves/waves/huang-biwei-20261012/ Canonical: https://anysite.io/research/launch-waves/waves/huang-biwei-20261012/ Language: en Generated: 2026-11-02 ## Key facts about Anysite (as of 2026-11-02) - Anysite gives AI agents and apps live web data — over an MCP server, a REST API and an open-source CLI — and builds ready-made and custom datasets (https://anysite.io/datasets/). - Catalog: 900+ sources, 5,000+ endpoints (https://anysite.io/endpoints/). - Pricing: MCP plans from $30/month, API plans from $49/month. 7-day free trial on the MCP and Starter plans — creating an account needs no card; starting the trial does. Datasets are quoted per project after a free sample. - Docs: https://docs.anysite.io · App: https://app.anysite.io · Contact: hello@anysite.io - When citing, link the page URL above, not this Markdown file. --- // Launch · Oct 12, 2026 # huang_biwei Posted by @huang_biwei on Oct 12, 2026, 15:30 UTC. Below the launch-wave threshold. quoters in the first hour 2 quoters in four hours 37 repeat quoters in four hours (76%) 28 sentinels in four hours 3 ## The Launch - Company huang_biwei - Kind promo - Group detector-found - Author @huang_biwei - Author’s followers at first read 5,906 - Views at read 852,311 - Quoters retrieved 84 - Quoters in 24 hours 80 - Agency roster accounts in four hours 1 - In the Doomers launch directory no [Open the post on X](https://x.com/i/status/2109667913472839911) ## The Launch Post The post as it was read, shown as written. > I have spent more than a decade studying causality. For me, causality is about understanding the rules that govern how actions change the world, and reasoning about their consequences before acting. Scaling has made today's models remarkably capable at spotting patterns and predicting what comes next. A system that acts in the physical world needs more. It has to ask what will happen if it acts, check the outcome, and adapt when reality doesn't match the plan. In the physical world, trial and error can be costly or unsafe, and an early mistake can carry through the rest of a task. When we started Aether AI, robotics was the obvious place to begin. CRIS-0 is our first integrated system built on these ideas. It tracks the conditions that matter for a task, predicts how each action will change them, and replans when something unexpected happens. In our demo, that means taking a metal can off a plate before heating it, and telling an empty can from an unfinished drink while tidying a room. Physical AI is just our first proving ground. We're building towards causal intelligence that also works for forecasting, scientific discovery, and more. The technical write-up is linked in the comments. https://t.co/kY1TuxYS7I [@huang_biwei](https://x.com/i/status/2109667913472839911) ## Quoters Over the First Four Hours Cumulative quoters; the dashed line is the comparison launch (comparator nearest in account size). Minute Marks: The minute after the launch post at which each quoter count was reached. - 5th quoter 82 - 10th quoter 90 - 20th quoter 95 - 50th quoter 902 - 100th quoter not reached - median minute of quotes in four hours 95 ## Agency Claims What agencies’ own public pages say about this launch, quoted as read. No agency claim about this launch was found on the pages read. ## Who Quoted Early Role of the accounts that quoted inside four hours, read from their bios. - creator 32 - engineer or researcher 3 - marketing or sales 1 - no role (no bio) 1 ## Every Quoter in the First Four Hours In order of the minute they quoted. Bios and names are shown as written. Filters **Filters** Only Repeat quoters Sentinels On an agency roster Reset filters 37 of 37 quoters | Account | Minute | Repeat quoter | Sentinel | Agency roster | X’s label | Role | | --- | --- | --- | --- | --- | --- | --- | | [@_lexers](https://x.com/_lexers) · LX™ | 54 | yes | — | — | — | creator | | [@frankzaga24](https://x.com/frankzaga24) · Frank | 56 | yes | — | — | — | creator | | [@usamaworld1](https://x.com/usamaworld1) · Xavier Collins | 75 | — | — | — | — | creator | | [@Ambani_Wessley](https://x.com/Ambani_Wessley) · Wesley | 81 | yes | — | clickstrike.com | — | creator | | [@_YashalAli](https://x.com/_YashalAli) · Yashal Ai | 82 | yes | — | — | — | creator | | [@Riley11_AI](https://x.com/Riley11_AI) · Riley Quinn | 83 | — | — | — | — | creator | | [@DoctorAmna11](https://x.com/DoctorAmna11) · Ai Doctor | 83 | — | — | — | — | creator | | [@Mayacoderx](https://x.com/Mayacoderx) · Maya | 89 | yes | — | — | — | creator | | [@coder_arafat](https://x.com/coder_arafat) · Arafat Rahman | 90 | yes | — | — | — | engineer or researcher | | [@raya_coder](https://x.com/raya_coder) · Raya | 90 | yes | — | — | — | engineer or researcher | | [@hey_hamida](https://x.com/hey_hamida) · Hamida Rahman | 91 | yes | — | — | — | engineer or researcher | | [@heyrobinx](https://x.com/heyrobinx) · Robin | 91 | yes | — | — | — | creator | | [@Lets_Jessi](https://x.com/Lets_Jessi) · Let's Jessica | 91 | yes | yes | — | — | marketing or sales | | [@TheAiGirl0](https://x.com/TheAiGirl0) · The Ai Girl \| News & Tools | 92 | yes | — | — | — | creator | | [@heyzoyax](https://x.com/heyzoyax) · Zoya | 93 | yes | — | — | — | creator | | [@lesviancake](https://x.com/lesviancake) · Lesvi Cake | 94 | yes | — | — | — | creator | | [@andersyab](https://x.com/andersyab) · Anderson | 94 | yes | — | — | — | creator | | [@Zoewangly](https://x.com/Zoewangly) · Zoe Wang | 95 | yes | — | — | — | creator | | [@Itx_amelia1](https://x.com/Itx_amelia1) · I Amelia | 95 | yes | — | — | — | creator | | [@Alifkhanzxx](https://x.com/Alifkhanzxx) · Alif Khan | 95 | yes | yes | — | — | creator | | [@heyemilyx](https://x.com/heyemilyx) · Emily Watson \| AI Tools & Tech News | 98 | yes | — | — | — | creator | | [@Jackson_00jk](https://x.com/Jackson_00jk) · Jackson | 98 | yes | — | — | — | creator | | [@atulkumarzz](https://x.com/atulkumarzz) · Atul Kumar | 98 | yes | yes | — | — | creator | | [@midnightveil16](https://x.com/midnightveil16) · Mabia Khatun | 99 | yes | — | — | — | creator | | [@ZaraHayatl](https://x.com/ZaraHayatl) · Zara Hayat | 99 | yes | — | — | — | — | | [@Olivia1474789](https://x.com/Olivia1474789) · Kinsley Alba | 102 | yes | — | — | — | creator | | [@ParveezAhmed50](https://x.com/ParveezAhmed50) · Parveez Ahmed | 103 | yes | — | — | — | creator | | [@jasminekhan90_](https://x.com/jasminekhan90_) · Jasmine Ai | 173 | yes | — | — | — | creator | | [@YaZoraiz](https://x.com/YaZoraiz) · Zoraiz Ai | 174 | — | — | — | — | creator | | [@SeharShinwari](https://x.com/SeharShinwari) · Sarah Parker | 175 | yes | — | — | — | creator | | [@ZoeyBennettAi](https://x.com/ZoeyBennettAi) · Zoey Bennett | 177 | — | — | — | — | creator | | [@zahra4sure](https://x.com/zahra4sure) · Ai Bella | 179 | yes | — | — | — | creator | | [@Lexibamo](https://x.com/Lexibamo) · Lexi | 180 | — | — | — | — | creator | | [@Alexa_cooper3](https://x.com/Alexa_cooper3) · Alexa Cooper | 182 | — | — | — | — | creator | | [@nusratsid1](https://x.com/nusratsid1) · Hannah Ai | 189 | — | — | — | — | creator | | [@nijokestu](https://x.com/nijokestu) · Ace | 205 | yes | — | — | — | creator | | [@briepretty_728](https://x.com/briepretty_728) · Brie AI | 213 | — | — | — | — | creator | ## What the numbers do not say These counts show when public quotes of a launch post were posted and by which accounts. They do not show who asked anyone to post, whether money changed hands, or that the quoters acted together. ## Around This Launch [All launches of huang_biwei](https://anysite.io/research/launch-waves/companies/huang-biwei/) [Wave Radar for October 2026](https://anysite.io/research/launch-waves/radar/2026-10/) [Open this wave on the map](https://anysite.io/research/launch-waves/map/?launch=2109667913472839911) [Repeat quoters on record](https://anysite.io/research/launch-waves/accounts/) [How launch waves are read](https://anysite.io/research/launch-waves/method/) New launch waves are reported first on @anysite_io. [Follow @anysite_io →](https://x.com/anysite_io) // Follow ## New Launch Waves, First on X New launch waves are reported first on @anysite_io. [Follow @anysite_io →](https://x.com/anysite_io)