//Launch wave · Oct 13, 2026
neal_k_patel · scaledown
Posted by @neal_k_patel on Oct 13, 2026, 12:04 UTC. A launch wave under the published rule.
- quoters in the first hour
- 68
- quoters in four hours
- 86
- repeat quoters in four hours (88%)
- 76
- sentinels in four hours
- 58
- rendered early quotes with X’s label
- 1 / 1
The Launch
- Companyneal_k_patel
- Productscaledown
- Kindmodel
- Groupdetector-found
- Author@neal_k_patel
- Author’s followers at first read2,334
- Views at read1,786,521
- Quoters retrieved115
- Quoters in 24 hours108
- Agency roster accounts in four hours8
- In the Doomers launch directoryyes (Doomers public launch directory, CC BY 4.0)
The Launch Post
The post as it was read, shown as written.
You already gave the LLM the answer. So why is it writing it out from scratch? Introducing a new AI model architecture: Constrained Decoding Models (CDMs) LLMs were built to write. Most production workloads just need an answer: fast, consistent, and affordable. CDMs are purpose-built for 1 task each. They read your input once and skip the token-by-token generative loop that makes LLMs slow and expensive. Not just a decision model, but a family of 3 CDMs live today: • Classify: define your labels and get back a calibrated probability + reason for each. Used for routing, tagging, and intent detection. • Extract: describe the entities in natural language and get back well-formed JSON with confidence scores + citations. Used for web scraping, document processing, and PII redaction. • Summarize: pass in long text, images, or PDFs and get back a consistent summary under 1,000 tokens. Used for context compaction, metadata generation, and transcript digests. Built for production: • 1M tokens of multimodal (text + image) input, 31x larger than Jev • 77.2% on DecisionBench vs Jev's 72% • 200x faster, 467x cheaper than frontier LLM APIs • $0.05/M input tokens. Output is free (yes, even for summarize) Live on your favorite platforms today: @OpenRouter @vercel_dev @LiteLLM @LangChain @TrustedRouter @itsArthurAI @useRouterPlus Get 50M input tokens for free (for the first 50 hours) at link below 👀
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 quoter11
- 10th quoter14
- 20th quoter20
- 50th quoter38
- 100th quoter624
- median minute of quotes in four hours33
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.
- creator38
- founder16
- engineer or researcher10
- other9
- media8
- marketing or sales3
- no role (no bio)2
Every Quoter in the First Four Hours
In order of the minute they quoted. Bios and names are shown as written.
Filters
Only
86 of 86 quoters
| @historyinmemes · Historic Vids | 5 | yes | yes | — | — | creator |
| @abxxai · Abdul Shakoor | 7 | yes | — | — | — | creator |
| @heyDhavall · Dhaval Makwana | 9 | yes | yes | — | — | creator |
| @HeyAmit_ · Amit | 9 | yes | yes | — | — | creator |
| @hasantoxr · Hasan Toor | 11 | yes | yes | clickstrike.com | — | creator |
| @Alokkumarzz · Alok Kumar | 12 | yes | yes | — | — | creator |
| @HelloVyom · Vyom | 13 | yes | yes | — | — | engineer or researcher |
| @LangChain · LangChain | 13 | — | — | — | — | other |
| @aakashgupta · Aakash Gupta | 14 | yes | yes | — | — | creator |
| @codemarch · codemarch | 14 | yes | yes | — | — | creator |
| @Ronycoder · Rony | 15 | yes | yes | clickstrike.com | — | creator |
| @Miaarteh · Mia | 16 | yes | yes | — | — | creator |
| @sakatayasha · Sakata | 16 | yes | — | — | — | other |
| @k2sbhai · K2S | 17 | yes | — | — | — | creator |
| @prasenx · Prasenjit | 17 | yes | yes | — | — | engineer or researcher |
| @alannnfx · Alan | 17 | yes | — | — | — | creator |
| @CDGalpha · CDG | 18 | yes | — | — | — | founder |
| @socialwithaayan · Muhammad Ayan | 19 | yes | yes | clickstrike.com | — | creator |
| @MAXdeg0 · MAX | 19 | yes | yes | — | — | creator |
| @pengsonal · Peng | 20 | yes | yes | — | — | creator |
| @neropursue · Nero | 20 | yes | yes | — | — | founder |
| @viipin8 · Vipin Gautam (Viipin I Gautam) | 20 | yes | yes | clickstrike.com | — | marketing or sales |
| @pmitu · Paul Mit | 20 | yes | yes | — | — | founder |
| @JaynitMakwana · Jaynit Makwana | 21 | yes | yes | — | — | creator |
| @useRouterPlus · RouterPlus (YC F26) | 21 | — | — | — | — | other |
| @cneuralnetwork · neural nets. | 22 | yes | yes | — | — | engineer or researcher |
| @AbhinavXJ · abhinav | 22 | yes | yes | — | — | engineer or researcher |
| @XLN1999 · Lakshmi Narayana | 22 | — | — | — | — | founder |
| @omarsar0 · elvis | 22 | yes | yes | — | — | founder |
| @csoham_ · Soham Chatterjee | 23 | — | — | — | — | founder |
| @painn_x · painn | 24 | yes | yes | — | — | engineer or researcher |
| @khushiirl · Khushi | 24 | yes | yes | — | — | engineer or researcher |
| @ThePeterMick · Peter Mick | 24 | yes | yes | — | — | founder |
| @alitekintr · Ali Tekin | 25 | yes | yes | — | — | — |
| @alifarhat79 · Not Jerome Powell | 25 | yes | yes | — | — | creator |
| @Mortezabihzadeh · Morteza | 25 | yes | yes | — | — | creator |
| @SalihGozcu · Salih Gözcü | 26 | yes | — | — | — | — |
| @sciencegirl · Science girl | 27 | yes | yes | — | — | creator |
| @jain_harshit · Harshit Jain | 27 | yes | — | — | — | founder |
| @HowThingsWork_ · HOW THINGS WORK | 27 | yes | yes | — | — | media |
| @Laurentxdev · Laurent | 32 | yes | yes | — | — | founder |
| @kimiatehrani · Kimia | 32 | yes | yes | — | — | engineer or researcher |
| @WhaleInsider · Whale Insider | 32 | yes | — | — | — | media |
| @doublenickk · Shadow Nick | 34 | yes | — | — | — | founder |
| @pranvtwt · Pranav Mailarpawar | 34 | yes | yes | — | — | creator |
| @scaledown_team · ScaleDown | 36 | — | — | — | — | other |
| @zentalksai · zen. | 36 | yes | yes | — | label seen | other |
| @alokbishoyi97 · Alok Bishoyi | 36 | — | — | — | — | founder |
| @Mayhem4Markets · Markets & Mayhem | 37 | yes | — | — | — | creator |
| @rohanpaul_ai · Rohan Paul | 38 | yes | yes | clickstrike.com | — | creator |
| @TheInsiderPaper · Insider Paper | 38 | yes | — | — | — | media |
| @aresotik · ares. 🎧 | 38 | yes | yes | — | — | creator |
| @Meer_AIIT · Meer | AI Tools & News | 39 | yes | — | — | — | creator |
| @slash1sol · slash1s | 39 | yes | — | — | — | creator |
| @shashankgoyal95 · Shashank Goyal | 40 | — | — | — | — | marketing or sales |
| @thetripathi58 · Chidanand Tripathi | 41 | yes | yes | — | — | creator |
| @ottleyai · Liam | AI Tools & News | 41 | yes | yes | — | — | creator |
| @enesonbuild · enesonbuild 🇬🇧🇰🇷 | 42 | yes | — | — | — | founder |
| @OpenRouter · OpenRouter | 44 | — | — | — | — | other |
| @aditiitwt · Aditi | 47 | yes | yes | — | — | marketing or sales |
| @Israfilv2 · Isra | 48 | yes | — | — | — | founder |
| @AnatoliKopadze · Anatoli Kopadze | 51 | yes | yes | — | — | creator |
| @Jtyles · Jackson | 51 | yes | yes | — | — | creator |
| @BrillaConElla · Ella | 52 | yes | yes | — | — | other |
| @trikcode · Wise | 52 | yes | yes | — | — | founder |
| @alifcoder · Alif Hossain | 53 | yes | yes | — | — | creator |
| @wallstengine · Wall St Engine | 59 | yes | yes | — | — | media |
| @kloss_xyz · klöss | 60 | yes | yes | — | — | founder |
| @alex_prompter · Alex Prompter | 62 | yes | yes | — | — | creator |
| @StockSavvyShay · Shay Boloor | 63 | yes | yes | — | — | other |
| @dr_cintas · Alvaro Cintas | 64 | yes | yes | — | — | creator |
| @BoringBiz_ · Boring_Business | 65 | yes | — | — | — | creator |
| @pikachu_irl · Pikachu | 67 | yes | yes | — | — | engineer or researcher |
| @thedailyblock · The Daily Block | 75 | yes | yes | — | — | media |
| @AM09_21 · AM09:21 | 76 | — | — | — | — | other |
| @svpino · Santiago | 88 | yes | yes | — | — | creator |
| @TheAIColony · The AI Colony | 89 | yes | — | clickstrike.com | — | creator |
| @AIFrontliner · AI Frontliner | 92 | yes | — | — | — | media |
| @DocumentingAGI · Documenting AGI | 99 | yes | yes | — | — | media |
| @Parsats_eth · PARSA | 102 | yes | yes | — | — | creator |
| @adxtyahq · aditya | 116 | yes | yes | — | — | engineer or researcher |
| @_banzaan · banzaan | 129 | — | — | — | — | engineer or researcher |
| @ElonMuskAOC · Not Elon Musk | 144 | yes | yes | — | — | creator |
| @ginacostag_ · Gina Acosta | 186 | yes | yes | clickstrike.com | — | creator |
| @VadimStrizheus · Vadim | 198 | yes | yes | clickstrike.com | — | founder |
| @testingcatalog · 🚨 AI News | TestingCatalog | 201 | yes | yes | — | — | media |
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 neal_k_patelWave Radar for October 2026Open this wave on the mapRepeat quoters on recordHow launch waves are read
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