# ![@Shirooni7723 Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1931637832915025920.png) @Shirooni7723 SHIRO ONI

SHIRO ONI posts on X about ai, bruh, open ai, money the most. They currently have [---] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.

### Engagements: [-----] [#](/creator/twitter::1931637832915025920/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1931637832915025920/c:line/m:interactions.svg)


### Mentions: [--] [#](/creator/twitter::1931637832915025920/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1931637832915025920/c:line/m:posts_active.svg)


### Followers: [---] [#](/creator/twitter::1931637832915025920/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1931637832915025920/c:line/m:followers.svg)


### CreatorRank: [---------] [#](/creator/twitter::1931637832915025920/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1931637832915025920/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  [finance](/list/finance)  [cryptocurrencies](/list/cryptocurrencies)  [social networks](/list/social-networks)  [stocks](/list/stocks)  [exchanges](/list/exchanges)  [countries](/list/countries)  [nfts](/list/nfts)  [luxury brands](/list/luxury-brands)  [automotive brands](/list/automotive-brands) 

**Social topic influence**
[ai](/topic/ai), [bruh](/topic/bruh), [open ai](/topic/open-ai), [money](/topic/money), [vibe coding](/topic/vibe-coding), [basic](/topic/basic) #2508, [decentralized](/topic/decentralized), [public](/topic/public), [daily](/topic/daily), [human](/topic/human)

**Top accounts mentioned or mentioned by**
[@prismaxai](/creator/undefined) [@sentientagi](/creator/undefined) [@gensynai](/creator/undefined) [@leaderxbtc](/creator/undefined) [@smoothasfkk](/creator/undefined) [@austinvirts](/creator/undefined) [@cyd00r](/creator/undefined) [@grieve](/creator/undefined) [@gasoline2255](/creator/undefined) [@sunnyceekay](/creator/undefined) [@0xsachi](/creator/undefined) [@hieu06730313](/creator/undefined) [@sultansharanu](/creator/undefined) [@sentientfound](/creator/undefined) [@abhishek095](/creator/undefined) [@nixkhhil](/creator/undefined) [@vivekkolli](/creator/undefined) [@ashuarts](/creator/undefined) [@diveaix](/creator/undefined) [@0xsaadkhan](/creator/undefined)

**Top assets mentioned**
[Chainlink (LINK)](/topic/chainlink) [Coinbase Global Inc. (COIN)](/topic/coinbase) [Pudgy Penguins (pudgypenguins)](/topic/pudgypenguins) [Hour Loop, Inc. (HOUR)](/topic/$hour) [Microsoft Corp. (MSFT)](/topic/microsoft) [Solana (SOL)](/topic/solana)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Just published my first podcast about sentient AI What if AI could be loyal to YOU not just its creators New episode drops on the future of open monetizable AI that puts users first. Listen now: @SentientAGI @0xsachi @abhishek095 @LeaderX_btc https://open.spotify.com/episode/7JO4xCWBoTl0BcveNfZt41si=0ed0b876a2474f2b https://open.spotify.com/episode/7JO4xCWBoTl0BcveNfZt41si=0ed0b876a2474f2b"  
[X Link](https://x.com/Shirooni7723/status/1978871178157605257)  2025-10-16T17:10Z [---] followers, [--] engagements


"Follow these Sentient pioneers: @LeaderX_btc @Panchu2605 @SheTalksCrypto @mizu2403v @Lady0nChain @dan_linn @0xStephen_ @Gr1mmJ4w @jiaqian941213 @yeim123 @avaxcrypto @Pixipixels @Panchu2605 @meli1ssandre @goodhypeonly0 @wakawakaeth @EminAhmadov14"  
[X Link](https://x.com/Shirooni7723/status/1979152836018471103)  2025-10-17T11:49Z [---] followers, [---] engagements


"@Khan_uk17 Nice art bruh"  
[X Link](https://x.com/Shirooni7723/status/1979168312031359482)  2025-10-17T12:51Z [---] followers, [--] engagements


"@hereislokk @LeaderX_btc Nice content bhai"  
[X Link](https://x.com/Shirooni7723/status/1979796362213613856)  2025-10-19T06:26Z [---] followers, [--] engagements


"@shafinbinnur @0xsachi @SentientAGI @LeaderX_btc @smoothasfkk @AfnasP340870 @_fl1st_ @0xpegeexe @captainn888 @sentient_found @sentient_china @davenguyencrp @bhatyasser1 Nice art bhai loved it"  
[X Link](https://x.com/Shirooni7723/status/1979797292598374719)  2025-10-19T06:30Z [---] followers, [--] engagements


"@shafinbinnur @0xsachi @SentientAGI @AfnasP340870 @smoothasfkk @duckk9x @LeaderX_btc @fahimraj76 @HassanNawaz_1 @bhatyasser1 @sentient_china @sentient_found @SentientAGI_vn Bhai easy dik raha hai but karne me hats offf bhai"  
[X Link](https://x.com/Shirooni7723/status/1979797437968789615)  2025-10-19T06:31Z [---] followers, [--] engagements


"From the townhall: @MentoLabs aims to be the FX layer of the internet. Denny explained why fixed-price FX matters for remittances and businesses. Oracle-driven fixed prices EM stablecoins mobile-first rails cross-chain settlement etc. Here's the full coverage"  
[X Link](https://x.com/Shirooni7723/status/1981060316009296183)  2025-10-22T18:09Z [---] followers, [---] engagements


"Perplexity raised $500M+. OpenAI has infinite Microsoft money. @SentientAGI just DESTROYED both of them. Open Deep Search scored 75.3% on FRAMES benchmark. GPT-4o Search 50.5% Perplexity 44.4% Open-source just ate proprietary AI for breakfast. The receipts 👇"  
[X Link](https://x.com/Shirooni7723/status/1981365241767190987)  2025-10-23T14:21Z [---] followers, [---] engagements


"@re @thecliffwhite @jcalinoff @chainlink @0xLync Let's oollgoo"  
[X Link](https://x.com/Shirooni7723/status/1981596970147004875)  2025-10-24T05:41Z [---] followers, [--] engagements


"@HiteshKhambe @SentientAGI @0xsachi @vivekkolli @hstyagi Dobby going to kick chatgpt 💀"  
[X Link](https://x.com/Shirooni7723/status/1981785066499162612)  2025-10-24T18:09Z [---] followers, [--] engagements


"@nixkhhil @SentientAGI @0xSaadkhan @Mayank_903 @hieu06730313 @smoothasfkk @Legarcee7 Dobby Dobby Dobby"  
[X Link](https://x.com/Shirooni7723/status/1982101028339380727)  2025-10-25T15:04Z [---] followers, [--] engagements


"@Jitendr88927985 @SentientAGI @0xsachi @hstyagi @vivekkolli @SamirAhame96036 @jagarnath125 It's searching chatgpt"  
[X Link](https://x.com/Shirooni7723/status/1982101878638002630)  2025-10-25T15:08Z [---] followers, [--] engagements


"Just published 5th my report paper about @SentientAGI ✓ [---] page full analysis report ✓✓ [--] minute detailed video breakdown Exploring how hardware based security like AWS Nitro Enclaves Intel SGX etc can make AI verifiable private and trustless. Full analysis below"  
[X Link](https://x.com/Shirooni7723/status/1982164416582783349)  2025-10-25T19:16Z [---] followers, [----] engagements


"@likith6150470 @hieu06730313 dobby fighting chatgpt gemini etccccc"  
[X Link](https://x.com/Shirooni7723/status/1982306684308779411)  2025-10-26T04:41Z [---] followers, [--] engagements


"@ayushgautam174 @SentientAGI @hieu06730313 @smoothasfkk @0xSaadkhan @_Dannytech @BomBaPhat @Macbookgoo @Legarcee7 @Mayank_903 @Reymanray @vivekkolli Did dobbt beat chatgpt"  
[X Link](https://x.com/Shirooni7723/status/1982325014860046586)  2025-10-26T05:54Z [---] followers, [--] engagements


"While everyone's chasing the next memecoin @RialoHQ just raised $20M to solve blockchain's BIGGEST limitation They're building what @chainlink couldn't native oracle integration at Layer-1 Here's why this changes EVERYTHING for Web3"  
[X Link](https://x.com/Shirooni7723/status/1982825866544779646)  2025-10-27T15:05Z [---] followers, [---] engagements


"@EmekaOghali Bruh what the fck is that design"  
[X Link](https://x.com/Shirooni7723/status/1983578421121970417)  2025-10-29T16:55Z [---] followers, [--] engagements


"@pipeline_xyz Advanced technology with [--] users 🤡🤡"  
[X Link](https://x.com/Shirooni7723/status/1983595430119416232)  2025-10-29T18:02Z [---] followers, [--] engagements


"@0xViki_eth Bruh I didn't get a option to send the links only what to do Can you atleast check for a bit and give a short review here itself https://bold-sturgeon-fff.notion.site/MY-WORK-ON-SENTIENT-283f155285b48090a70fc1f695d8288bsource=copy_link https://bold-sturgeon-fff.notion.site/MY-WORK-ON-SENTIENT-283f155285b48090a70fc1f695d8288bsource=copy_link"  
[X Link](https://x.com/Shirooni7723/status/1983599412711756154)  2025-10-29T18:18Z [---] followers, [--] engagements


"@AnonVee_ @SentientAGI Bruh It's an closed source they will have more priority then open source always Because at the end who owns the data will be the leader"  
[X Link](https://x.com/Shirooni7723/status/1983956141131677735)  2025-10-30T17:56Z [---] followers, [--] engagements


"@alxfazio Is claude from japan why the fck all of them are blur"  
[X Link](https://x.com/Shirooni7723/status/1984319251474497606)  2025-10-31T17:59Z [---] followers, [--] engagements


"@Star_Knight12 So called AGI"  
[X Link](https://x.com/Shirooni7723/status/1984325297249140837)  2025-10-31T18:23Z [---] followers, [--] engagements


"@AnonVee_ Bruh are you on high or what"  
[X Link](https://x.com/Shirooni7723/status/1984325403222426080)  2025-10-31T18:23Z [---] followers, [--] engagements


"@herooffjustice Bruh it's a comedy don't take it serious by the way it's hard work hats off"  
[X Link](https://x.com/Shirooni7723/status/1984626280575483920)  2025-11-01T14:19Z [---] followers, [--] engagements


"@luc_riom Even I started with few AI projects let's see"  
[X Link](https://x.com/Shirooni7723/status/1984626845606903876)  2025-11-01T14:21Z [---] followers, [--] engagements


"@tobific @OpenAI @SentientAGI Bruh wtf If open AI planning for IPO why are you bullish on sentient just because they raised $85M Think a little more before having a tweet"  
[X Link](https://x.com/Shirooni7723/status/1984652168583135500)  2025-11-01T16:02Z [---] followers, [--] engagements


"@LeaderX_btc It might but it haven't till now"  
[X Link](https://x.com/Shirooni7723/status/1984665981579641075)  2025-11-01T16:56Z [---] followers, [--] engagements


"@OfficialLoganK They can't because they don't know what the fck is vibe coding"  
[X Link](https://x.com/Shirooni7723/status/1984675270826344549)  2025-11-01T17:33Z [---] followers, [--] engagements


"@Zacknftz_ @ritualnet Bruh is this really you"  
[X Link](https://x.com/Shirooni7723/status/1984922253226864906)  2025-11-02T09:55Z [---] followers, [--] engagements


"@SentientAGI The dirty secret behind "AI beats humans at coding" @OpenAI claimed o4-mini hit [----] Elo (top 0.1%) But WITHOUT terminal access [----] Elo (top 57%) That 926-point gap = bash loops checking sample inputs Infographics on how models fake intelligence with tools"  
[X Link](https://x.com/Shirooni7723/status/1985371137531093340)  2025-11-03T15:39Z [---] followers, [--] engagements


"@chishmish2134 @SentientAGI @Polymarket This is not a normal talk Gsentie"  
[X Link](https://x.com/Shirooni7723/status/1985761521453146309)  2025-11-04T17:30Z [---] followers, [--] engagements


"@Xev_0x @SentientAGI So yappers are the guys who knows everything about the project and they don't these basic things fck"  
[X Link](https://x.com/Shirooni7723/status/1986110047102115862)  2025-11-05T16:35Z [---] followers, [--] engagements


"@Kimi_Moonshot @OpenAI @claudeai @GeminiApp These companies will create crazy benchmark with their competitors I need @SentientAGI to be there in their competitors list Building everything and not recognized by your own competitors is a bad thing I guess What's your take"  
[X Link](https://x.com/Shirooni7723/status/1986492940437627153)  2025-11-06T17:56Z [---] followers, [--] engagements


"@Zun2025 This is why I follow you please make your content like this not on project explanation"  
[X Link](https://x.com/Shirooni7723/status/1986845688739869050)  2025-11-07T17:18Z [---] followers, [---] engagements


"@0xsachi I want a comparison of kimi k2 v/s sentient not kimi k2 / chatgpt / gemini Do you understand"  
[X Link](https://x.com/Shirooni7723/status/1987447101752795325)  2025-11-09T09:08Z [---] followers, [--] engagements


"@Param_eth Then these so called KOL's will come with vibe coding 🤣 saying Hey guys I just built a website for this project Open website and see emojis on the site 🤡"  
[X Link](https://x.com/Shirooni7723/status/1987447404443136158)  2025-11-09T09:09Z [---] followers, [--] engagements


"@_devJNS They are sigma"  
[X Link](https://x.com/Shirooni7723/status/1987447857063043223)  2025-11-09T09:11Z [---] followers, [--] engagements


"@LoshmiOnChain Don't grow it back take lessons from andrew tate"  
[X Link](https://x.com/Shirooni7723/status/1987528303440515289)  2025-11-09T14:30Z [---] followers, [--] engagements


"@nikitabier I put it on right order wrong order left right straight everything but still didn't get Will you pay me"  
[X Link](https://x.com/Shirooni7723/status/1987528424823591284)  2025-11-09T14:31Z [---] followers, [--] engagements


"@Ashu__Arts @LeaderX_btc @DonduSezer33107 @smoothasfkk @hieu06730313 @abhishek095 @ayushgautam174 @nixkhhil @MAFIYA609 Bruh I dont think it's a worth of the time Try something else"  
[X Link](https://x.com/Shirooni7723/status/1987579753369665537)  2025-11-09T17:55Z [---] followers, [--] engagements


"@Param_eth Bruh are you high or what Before you told you need info fi type for developers now you're telling we need more content creators Are you mad"  
[X Link](https://x.com/Shirooni7723/status/1987582943540453640)  2025-11-09T18:07Z [---] followers, [--] engagements


"@Ashu__Arts @LeaderX_btc @DonduSezer33107 @smoothasfkk @hieu06730313 @abhishek095 @ayushgautam174 @nixkhhil @MAFIYA609 @SentientAGI I got a quote saying for this - They build statues for the gatekeepers while the gates rust behind them"  
[X Link](https://x.com/Shirooni7723/status/1987810017232539726)  2025-11-10T09:10Z [---] followers, [--] engagements


"@Ashu__Arts @sewoong79 @smoothasfkk @hieu06730313 @DonduSezer33107 @nixkhhil @sentient_zh @sentient_found @SentientTurkiye Brother you didn't get a reply from these guys what do you expect - role They're researchers bruh they don't care these things"  
[X Link](https://x.com/Shirooni7723/status/1987948523854430589)  2025-11-10T18:20Z [---] followers, [--] engagements


"This is my request asking for sentient chat @shad_haq_ Till now I wrote more than [--] papers about sentient and trying to compare with other Open source models to make research on that I hope giving chat access for devs and researcher who can test the product @LeaderX_btc"  
[X Link](https://x.com/Shirooni7723/status/1988190799948067161)  2025-11-11T10:23Z [---] followers, [---] engagements


"@colonydrops @gensynai yeah it's not accurate because I'm not using any API for real data collection so since there were less users who were using my site I'm updating the data every week once Now I'll try to update the data with every [--] days once"  
[X Link](https://x.com/Shirooni7723/status/1988238892630266060)  2025-11-11T13:34Z [---] followers, [--] engagements


"I agree with @Zun2025 100% I don't give a fck about Big or Small Accounts I only care about quality not quantity. If the community managers are so much educated than me then they would've given a Top role but still I'm in down asf Tech is perfect - Not the management"  
[X Link](https://x.com/Shirooni7723/status/1989313270814216565)  2025-11-14T12:43Z [---] followers, [---] engagements


"@nixkhhil @SentientAGI @hieu06730313 @smoothasfkk @0xSaadkhan @Ashu__Arts @Mayank_903 @Reymanray Winter arc 💀"  
[X Link](https://x.com/Shirooni7723/status/1989546988992696806)  2025-11-15T04:12Z [---] followers, [--] engagements


"@_devkalio @Zun2025 nkn jasthi matadbeda tika muchkondu edre seri nmn edre nemdi erbeku bolimagne"  
[X Link](https://x.com/Shirooni7723/status/1989738144921792545)  2025-11-15T16:51Z [---] followers, [--] engagements


"@Void_x0x Thanks ivory"  
[X Link](https://x.com/Shirooni7723/status/1989738521771618366)  2025-11-15T16:53Z [---] followers, [--] engagements


"@abhishek095 When I wrote [--] research papers worth 600+ pages about sentient and got more than [---] downloads from other researchers and still didn't count me as a contributor What do you say about this https://x.com/Shirooni7723/status/1986064153715540431s=20 [--] research papers (600+ Pages) [--] videos (2Hour + explanation) [--] articles [--] Spaces (Cooked everyone) 50+ infographics (Non AI) Ive basically built a small @SentientAGI museum at this point. Sooo do I get a role now or just kisses https://t.co/K33uBSOTgX https://x.com/Shirooni7723/status/1986064153715540431s=20 [--] research papers (600+"  
[X Link](https://x.com/Shirooni7723/status/1990284211555877103)  2025-11-17T05:01Z [---] followers, [--] engagements


"@guruttdd @SentientAGI @LeaderX_btc"  
[X Link](https://x.com/Shirooni7723/status/1990424865216545109)  2025-11-17T14:20Z [---] followers, [--] engagements


"@cgtwts He is sigma"  
[X Link](https://x.com/Shirooni7723/status/1990432903205949866)  2025-11-17T14:52Z [---] followers, [---] engagements


"@affanyjoe Meanwhile me did this much and didn't get Educator L2 lol What a transparency https://x.com/Shirooni7723/status/1986064153715540431s=20 [--] research papers (600+ Pages) [--] videos (2Hour + explanation) [--] articles [--] Spaces (Cooked everyone) 50+ infographics (Non AI) Ive basically built a small @SentientAGI museum at this point. Sooo do I get a role now or just kisses https://t.co/K33uBSOTgX https://x.com/Shirooni7723/status/1986064153715540431s=20 [--] research papers (600+ Pages) [--] videos (2Hour + explanation) [--] articles [--] Spaces (Cooked everyone) 50+ infographics (Non AI) Ive basically"  
[X Link](https://x.com/Shirooni7723/status/1990688857201995864)  2025-11-18T07:49Z [---] followers, [--] engagements


"Hey opensource model users Whether you use kimi qwen GLM Minimax models Do you guys know about @SentientAGI chat"  
[X Link](https://x.com/Shirooni7723/status/1990695577890533673)  2025-11-18T08:16Z [---] followers, [---] engagements


"Yo @abhishek095 @vivekkolli @0xsachi Im curious - has Sentient Chats momentum stalled on Twitter I barely see AI influencers or developers talking about it on youtube. When I search for Kimi or Qwen I see tons of videos but not for Sentient. Please look into this"  
[X Link](https://x.com/Shirooni7723/status/1990710545901891899)  2025-11-18T09:15Z [---] followers, [--] engagements


"Building an infinite canvas for @gensynai It took me some time build you can ask any questions related to gensyn and it will answer Right now working on adding more documentation to it Let's gooo"  
[X Link](https://x.com/Shirooni7723/status/1990857917046616116)  2025-11-18T19:01Z [---] followers, [---] engagements


"@ManusAI @GoogleDeepMind There is no free version I was hoping atleast we get one to [--] research per month What do you think manus"  
[X Link](https://x.com/Shirooni7723/status/1991099847039230340)  2025-11-19T11:02Z [---] followers, [--] engagements


"@sentient_found LLaMA Series: LLaMA LLaMA [--] LLaMA [--] LLaMA [---] LLaMA [---] LLaMA [---] OpenLLaMA: 3B 7B 13B Falcon: 7B 40B 180B Mistral Series: Mistral 7B Mixtral 8x7B Mixtral 8x22B BLOOM: 176B BLOOMZ GPT-NeoX: 20B GPT-J: 6B Pythia: 70M to 12B variants Gemma: Gemma [--] (2B 9B 27B)"  
[X Link](https://x.com/Shirooni7723/status/1991155517864263769)  2025-11-19T14:44Z [---] followers, [--] engagements


"@sentient_found PART [--] Baichuan: Baichuan [--] (7B 13B) DBRX: 132B Qwen: Qwen [---] Qwen [--] Qwen [---] (multiple sizes) YAYI 2: 30B ChatGLM: ChatGLM-6B ChatGLM2-6B ChatGLM3-6B InternLM: InternLM InternLM2 Yi Series: Yi-6B Yi-34B Aquila: Aquila-7B Aquila2-7B TigerBot LLaMA-Alpaca"  
[X Link](https://x.com/Shirooni7723/status/1991155761591001268)  2025-11-19T14:45Z [---] followers, [---] engagements


"@sentient_found PART [--] Vicuna: 7B 13B 33B Alpaca Dolly: Dolly [---] StableLM: StableCode StableLM-Tuned MPT: MPT-7B MPT-30B MPT-Chat Koala WizardLM Orca: Orca [--] Orca [--] Nous Hermes models Phi Series: Phi-1 Phi-1.5 Phi-2 Phi-3 TinyLlama: 1.1B StableLM-3B OPT: 125M to 175B"  
[X Link](https://x.com/Shirooni7723/status/1991156235060629864)  2025-11-19T14:46Z [---] followers, [--] engagements


"This question is for all @SentientAGI community members role holders managers yappers etc Claude best for coding Gemini best for researching ChatGPT best for general chat Grok best for real-time info What is Sentient Chat best for __________"  
[X Link](https://x.com/Shirooni7723/status/1991848426993279209)  2025-11-21T12:37Z [---] followers, [---] engagements


"@xanonxbt @AbhinavXJ @dhruv_rathee If I want to rate this startup I would give 1/10 Because there is huge amount of work + money to build an AI model rather than just using the API key and giving it for premium 🤡"  
[X Link](https://x.com/Shirooni7723/status/1991893483280564340)  2025-11-21T15:36Z [---] followers, [--] engagements


"I tested Perplexity @comet vs @SentientAGI Chat for the latest AI news The results are SHOCKING One scraped [--] sources and the other scraped [--] sources for the same question Here's what happened 🧵👇"  
[X Link](https://x.com/Shirooni7723/status/1992126611542704208)  2025-11-22T07:02Z [---] followers, [---] engagements


"First let's understand what we're comparing Both promise to find the latest AI news. But which one actually delivers Let's find out"  
[X Link](https://x.com/Shirooni7723/status/1992126616751980735)  2025-11-22T07:02Z [---] followers, [--] engagements


"@kaito_123_yap @gensynai @_grieve @austinvirts @gasoline2255 @sunnyceekay @cyd00r Thanks varun I hope they recognize this piece of work"  
[X Link](https://x.com/Shirooni7723/status/1992263902512721945)  2025-11-22T16:08Z [---] followers, [--] engagements


"@Ramji__rj @gensynai @_grieve @austinvirts @gasoline2255 @sunnyceekay @cyd00r Thanks celestial would love to test the site and ask some questions about gensyn"  
[X Link](https://x.com/Shirooni7723/status/1992264588440850748)  2025-11-22T16:11Z [---] followers, [--] engagements


"@Minyorz01 @gensynai @_grieve @austinvirts @gasoline2255 @sunnyceekay @cyd00r Thanks minyorz you can even ask ML related concepts too the rag will answer you 😁"  
[X Link](https://x.com/Shirooni7723/status/1992298999228014917)  2025-11-22T18:27Z [---] followers, [--] engagements


"@svajpayee15 @gensynai It's one of the simplest project I ever did brother the only time I spent on was the UI 😫"  
[X Link](https://x.com/Shirooni7723/status/1992473791449182471)  2025-11-23T06:02Z [---] followers, [--] engagements


"@Ox_bitcoin @gensynai @_grieve @austinvirts @gasoline2255 @sunnyceekay @cyd00r Thanks bittu"  
[X Link](https://x.com/Shirooni7723/status/1992513742878470535)  2025-11-23T08:41Z [---] followers, [--] engagements


"@0xFoolxbt @gensynai @_grieve @austinvirts @gasoline2255 @sunnyceekay @cyd00r Heavy coding + rag + AI + UI etc 🙂"  
[X Link](https://x.com/Shirooni7723/status/1992567767875330201)  2025-11-23T12:15Z [---] followers, [--] engagements


"@guruttdd @Chewy_xyz @Kaizen_abc Sike"  
[X Link](https://x.com/Shirooni7723/status/1992621719014830565)  2025-11-23T15:50Z [---] followers, [--] engagements


"@adiiHQ @0xPolygon @bitget @IBWofficial @rahulbhadoriya @abhijithof Namaskare devru"  
[X Link](https://x.com/Shirooni7723/status/1993626809309737243)  2025-11-26T10:24Z [---] followers, [--] engagements


"@AnonVee_ Notcoin Dog Perfect airdrops to users with [--] utility"  
[X Link](https://x.com/Shirooni7723/status/1994398128720826759)  2025-11-28T13:29Z [---] followers, [--] engagements


"I built a full analytics dashboard for the @gensynai Discord server from scratch. Tracks 76K+ members 2.2M+ msg leaderboards Twitter stats and role holders. Here's how it works: @_grieve @austinvirts @gasoline2255 @sunnyceekay @cyd00r https://gensyn-stats.vercel.app https://gensyn-stats.vercel.app"  
[X Link](https://x.com/Shirooni7723/status/1994651557133221929)  2025-11-29T06:16Z [---] followers, [----] engagements


"@Synthetic_Copy This is some good work mate I'm lacking behind with the smooth UI Any suggestions how I can improve"  
[X Link](https://x.com/Shirooni7723/status/1994736689873654026)  2025-11-29T11:54Z [---] followers, [---] engagements


"Today's @gensynai AMA wasn't just another announcement. It was the technical deathblow to fake decentralized AI. Oguzhan explained exactly why trusted hardware fails why output checking is theater and how Verde's refereed delegation actually works. This changes everything"  
[X Link](https://x.com/Shirooni7723/status/1995372231736889746)  2025-12-01T05:59Z [---] followers, [--] engagements


"This infographic was not created using the Nano Banana model; it was made in Adobe Photoshop. 🙂"  
[X Link](https://x.com/Shirooni7723/status/1995372235524366656)  2025-12-01T05:59Z [---] followers, [--] engagements


"@svajpayee15 @gensynai @_grieve @austinvirts @gasoline2255 @sunnyceekay @cyd00r It's just a simple method bro I used some coding and some open source UI that's it"  
[X Link](https://x.com/Shirooni7723/status/1996654802852585566)  2025-12-04T18:56Z [---] followers, [--] engagements


"@HasmitaPat62554 @gensynai @_grieve @austinvirts @gasoline2255 @sunnyceekay @cyd00r Bruh are you on high or what I can build the same damm thing with the same idea The server is different that's it what is the use of creating an site for a particular project when I'm not even participating Think bruh think"  
[X Link](https://x.com/Shirooni7723/status/1996851898377556200)  2025-12-05T07:59Z [---] followers, [--] engagements


"Had a great time at the @gensyn_ai community event in Bangalore 🙌 Shoutout to @S4Sanjay_das and @blazyeth for organizing - really well done. Got into some interesting convos about vibe coding and research Met some cool folks including an IoT dev. Let's gooo"  
[X Link](https://x.com/Shirooni7723/status/1997195911752249777)  2025-12-06T06:46Z [---] followers, [---] engagements


"Just shipped a fresh UI update for the @gensyai Discord Stats Dashboard The dashboard will now update every [--] days instead of weekly. What's your rating for the site Check it out: @austinvirts @S4Sanjay_das @blazyeth @cyd00r https://gensyn-stats.vercel.app https://gensyn-stats.vercel.app"  
[X Link](https://x.com/Shirooni7723/status/1998081963983581549)  2025-12-08T17:27Z [---] followers, [---] engagements


"One weird thing I noticed in CT is: Everyone becomes a god teacher professor developer educator founder investor etc. They'll try to explain the project's tech like it's something falling from Venus or Mercury. What the fuck 🤣🤣 At least study bruh"  
[X Link](https://x.com/Shirooni7723/status/1999852568001098077)  2025-12-13T14:43Z [---] followers, [--] engagements


"@enzo_gte What's the use of your fastest blockchain when I'm already using good chains I'm comfortable with Bugatti even if you're trying to sell Koenigsegg. Right"  
[X Link](https://x.com/Shirooni7723/status/2000614560894681525)  2025-12-15T17:10Z [---] followers, [---] engagements


"@Diveaix I've been using the papers I wrote. So far I've made [--] multipurpose datasets and it's going well 😁"  
[X Link](https://x.com/Shirooni7723/status/2000793314568888739)  2025-12-16T05:01Z [---] followers, [--] engagements


"Sentient built something useful for basic crypto research. Credit where due. But the marketing claims do not match independent testing. "Less than 2%" is not 13%. "#1 performance" is not third place. Full article with methodology: https://shirooni7723.medium.com/i-tested-the-open-source-ai-that-beat-gpt-5-heres-what-actually-happened-59e826a39f08 https://shirooni7723.medium.com/i-tested-the-open-source-ai-that-beat-gpt-5-heres-what-actually-happened-59e826a39f08"  
[X Link](https://x.com/Shirooni7723/status/2000936729491251257)  2025-12-16T14:31Z [---] followers, [---] engagements


"TEST 1: Basic Solana price query This is the easiest test. Every model should handle it. Results in the image. GPT-5 won with [--]. Claude followed at [--]. Sentient came third at [--]. Sentient claims "#1 performance." This is already not matching"  
[X Link](https://x.com/Shirooni7723/status/2000936737741398408)  2025-12-16T14:31Z [---] followers, [---] engagements


"TEST 2: Layer [--] comparison (Arbitrum vs Optimism vs Base) This test required multi-source data synthesis. GPT-5 collapsed from [--] to [--]. It confused TVL metrics and reported numbers 6x too high. Sentient held steady at [--]. Grok [--] took first with 87"  
[X Link](https://x.com/Shirooni7723/status/2000936744225780157)  2025-12-16T14:31Z [---] followers, [---] engagements


"TEST 3: Leveraged trading risk assessment This is the hard one. Real traders ask this question when real money is on the line. Sentient finished last. [--] points behind the leader"  
[X Link](https://x.com/Shirooni7723/status/2000936750995398932)  2025-12-16T14:31Z [---] followers, [---] engagements


"The most important metric: What did each model actually tell the user to do Claude: DO NOT TAKE THIS TRADE Grok 4: No. 28% liquidation probability Sentient: Borderline. Proceed if you accept 30% risk See the difference in the image. This is why verdicts matter"  
[X Link](https://x.com/Shirooni7723/status/2000936758272516480)  2025-12-16T14:31Z [---] followers, [---] engagements


"Now let us check Sentient's marketing claims against my test results. Claim: Less than 2% behind leaders Reality: 13% gap Claim: #1 overall performance Reality: Never finished first on any test"  
[X Link](https://x.com/Shirooni7723/status/2000936765729989041)  2025-12-16T14:31Z [---] followers, [---] engagements


"Final average scores across all three tests: Claude: [----] (1st) Grok 4: [----] (2nd) Sentient: [----] (3rd) GPT-5: [----] (4th) Perplexity: [----] (5th) Sentient is not competing with Claude and Grok. It is competing with GPT-5. Look at the score variance across difficulty levels"  
[X Link](https://x.com/Shirooni7723/status/2000936771845284276)  2025-12-16T14:31Z [---] followers, [---] engagements


"My honest recommendations based on all test data: Basic queries: Sentient works fine Comparative research: Sentient or Grok [--] Trading decisions: Claude or Grok [--] only Do not use Sentient for high-stakes decisions. The verdict quality fails"  
[X Link](https://x.com/Shirooni7723/status/2000936779172733327)  2025-12-16T14:31Z [---] followers, [---] engagements


"@iamdudeCT @RialoHQ What's the use of building an interactive stats for them when the mods can't understand it 🤣🤣 At peak it was full of boys now there is no one there Literally no one"  
[X Link](https://x.com/Shirooni7723/status/2001239864818458726)  2025-12-17T10:35Z [---] followers, [--] engagements


"@akratomi @smoothasfkk @ChazEevee @miketwinks @re @SentientAGI To specify it clearly I chose educator role - I have written a lot of research papers same like the team wrote and published and got more than [---] downloads = [--] lakh view on twitter I've made 100+ infographics (Adobe) I've made [--] hour long form content I wrote [--] articles Now"  
[X Link](https://x.com/Shirooni7723/status/2001267406547902782)  2025-12-17T12:25Z [---] followers, [--] engagements


"@gaminggop24 @RialoHQ Try to do like this with vibe coding it will be great"  
[X Link](https://x.com/Shirooni7723/status/2001332382960652357)  2025-12-17T16:43Z [---] followers, [--] engagements


"@Naeven_ @coinbase"  
[X Link](https://x.com/Shirooni7723/status/2001373776441979160)  2025-12-17T19:27Z [---] followers, [--] engagements


"@Naeven_ @coinbase yeah created [--] accounts after waking up Let's goo"  
[X Link](https://x.com/Shirooni7723/status/2001493592863605182)  2025-12-18T03:23Z [---] followers, [--] engagements


"@SentientAGI I chose claude opus [---] over SERA GPT Perplexity and grok Is it correct @SentientAGI"  
[X Link](https://x.com/Shirooni7723/status/2001561242784436513)  2025-12-18T07:52Z [---] followers, [--] engagements


"@charlietlamb I saw guys made an open source alternative for vercel and canva 🤣🤣"  
[X Link](https://x.com/Shirooni7723/status/2002046976922411396)  2025-12-19T16:02Z [---] followers, [--] engagements


"@aashatwt @cursor_ai For a better UI use the 21st Dev MCP server tool. It will make the UI clearer and better"  
[X Link](https://x.com/Shirooni7723/status/2003099631182606412)  2025-12-22T13:45Z [---] followers, [--] engagements


"I created a 50-page comic book in manhwa style about @codex_pbc solving problems It explains Validator Network Security Stablecoin Settlement Network. To view it I created a site where you can read from start to end Visit: #CodexCartoon https://codex-comic.vercel.app https://codex-comic.vercel.app"  
[X Link](https://x.com/Shirooni7723/status/2003183832414200266)  2025-12-22T19:20Z [---] followers, [---] engagements


"I'm a normal guy who doesn't know coding but still codes and makes projects using only AI. Now I'm planning to learn backend development in the next two quarters of [----] and I'll finish it no matter what. If you're a backend dev let's connect"  
[X Link](https://x.com/Shirooni7723/status/2003377043455840750)  2025-12-23T08:08Z [---] followers, [---] engagements


"@Jesii_ca_M If I'm married yes If I'm unmarried with a fatty tummy yes If I'm a recked with abs guy then also yes if she has good humour and heart I'll let here train with mike tyson"  
[X Link](https://x.com/Shirooni7723/status/2003524543902785662)  2025-12-23T17:54Z [---] followers, [---] engagements


"I've built a site for the Bala mascot for the @codex_pbc mascot challenge. It features a mascot with 30+ cute chibi multiple variations and theme from the Codex brand. You can check out all my mascot designs on my site. Link: #CodexMascot 1/31 https://codex-mascot.vercel.app https://codex-mascot.vercel.app"  
[X Link](https://x.com/Shirooni7723/status/2003897537519137155)  2025-12-24T18:36Z [---] followers, [----] engagements


"18/22 Bala sitting calmly"  
[X Link](https://x.com/Shirooni7723/status/2003897652086559051)  2025-12-24T18:36Z [---] followers, [--] engagements


"19/22 Bala sitting on chair"  
[X Link](https://x.com/Shirooni7723/status/2003897670377832669)  2025-12-24T18:36Z [---] followers, [--] engagements


"21/22 Bala as spider man"  
[X Link](https://x.com/Shirooni7723/status/2003897710588711071)  2025-12-24T18:36Z [---] followers, [--] engagements


"22/22 Bala in squid Game"  
[X Link](https://x.com/Shirooni7723/status/2003897733628023131)  2025-12-24T18:37Z [---] followers, [--] engagements


"@kaito_123_yap 🤣🤣 Nan backend start madtidini kaliyoke nan jothe kalitya enu python and javascript"  
[X Link](https://x.com/Shirooni7723/status/2004196857493496038)  2025-12-25T14:25Z [---] followers, [--] engagements


"@xanonxbt @PrismaXai You know everything but still you're not helping me Why xanon"  
[X Link](https://x.com/Shirooni7723/status/2004250128681783627)  2025-12-25T17:57Z [---] followers, [--] engagements


"@LeaderX_btc Happy new year"  
[X Link](https://x.com/Shirooni7723/status/2006417084457300106)  2025-12-31T17:28Z [---] followers, [--] engagements


"Day [--] of learning python Completed this week foundations Completed lists and tuples Completed Dictionaries and Sets Created some practical mini projects to understand more logically Completed [--] full vibe coding web and sold it to customer happy weekend for me Day [--] of learning Python Wasted more time on traveling than learning (300 km bike trip) Learned loops like for and while loops Made [--] mini projects: Number repeater & Grade checker Comeback on Sunday to finish lists tuples dictionaries and sets That's the goal https://t.co/1tm1navCz4 Day [--] of learning Python Wasted more time on traveling"  
[X Link](https://x.com/Shirooni7723/status/2007849928039731298)  2026-01-04T16:21Z [---] followers, [---] engagements


"@Diveaix @Polymarket Nice diveaix Curious to see the prototype"  
[X Link](https://x.com/Shirooni7723/status/2008012879359094949)  2026-01-05T03:09Z [---] followers, [--] engagements


"Guys be aware of these bullshit links. Motherfuckers I didn't even do the zama and yet I'm getting tagged so they can turn me into one of their sheep. Fuck you guys"  
[X Link](https://x.com/Shirooni7723/status/2008101398656020946)  2026-01-05T09:00Z [---] followers, [---] engagements


"@Void_x0x Then start backend development in web2 once you master that go to web [--] From this you can work both in web [--] and web3"  
[X Link](https://x.com/Shirooni7723/status/2008952054702854427)  2026-01-07T17:21Z [---] followers, [--] engagements


"Day [--] of learning python Studied Scope and Lambda functions Made some mini projects like Data frontier Started File Handling (Read and write) Had more work so less study and solved [--] problems Wrote [--] papers within [--] hours using AI and made 3k That's it Day [--] of learning python Today only completed arguments and focused more on solving problems Solved 30+ problems I think I solved today And from tomorrow onwards I move fast because I have less time and I should cover more topics Day [--] of learning python Today only completed arguments and focused more on solving problems Solved 30+ problems I"  
[X Link](https://x.com/Shirooni7723/status/2009684949344104637)  2026-01-09T17:53Z [---] followers, [---] engagements


"Now invest some $ in my startup lol 😁 https://t.co/1Hdgrkd7WL https://t.co/1Hdgrkd7WL"  
[X Link](https://x.com/Shirooni7723/status/2009983160134807667)  2026-01-10T13:38Z [---] followers, [--] engagements


"@HTX_Studio @redmagicgaming one of the best video I've seen in this year Lets goo HTX Studio"  
[X Link](https://x.com/Shirooni7723/status/2010219472460865586)  2026-01-11T05:17Z [---] followers, [---] engagements


"@Diveaix Everyone are like vibe coding something shit just to post that I'm vibe coding guys 🤣"  
[X Link](https://x.com/Shirooni7723/status/2010752081381245249)  2026-01-12T16:33Z [---] followers, [--] engagements


"@TelamonArdavani @JoinEdgeCity @EFDevcon Come to bengaluru"  
[X Link](https://x.com/Shirooni7723/status/2011051062690713671)  2026-01-13T12:21Z [---] followers, [--] engagements


"@pudgypenguins @nikitabier I think pudgy penguins intern is highly educated uneducate Try to me a laugh next time mate"  
[X Link](https://x.com/Shirooni7723/status/2012037654830072174)  2026-01-16T05:42Z [---] followers, [--] engagements


"Day [--] of learning Python. Today I completed fundamentals and advanced dictionary topics like setdefault and update methods etc. Yesterday I revised tuples and sets. That's it. Another [--] days for me to complete the fundamentals before moving to Javascript. Day [--] Python learning Solved 200+ probs w/ AI tutor in this week Claude's my fav: guides roadmap explains concepts gives Qs spots weak topics provides tricky probs scolds for copy-paste requests After [--] days I'm getting how python works actually https://t.co/r34DfH3nxw Day [--] Python learning Solved 200+ probs w/ AI tutor in this week"  
[X Link](https://x.com/Shirooni7723/status/2012221395506217163)  2026-01-16T17:52Z [---] followers, [--] engagements


"Anyone coming for ETH Mumbai Hackathon which is held on Mar [--] - [--] from Bengaluru Right now I'm alone and it's boring for me to travel alone lol Anyone from bengaluru guys"  
[X Link](https://x.com/Shirooni7723/status/2012920101247353339)  2026-01-18T16:08Z [---] followers, [--] engagements


"@pudgypenguins Is pengu emojis are available in india It might change the economy right"  
[X Link](https://x.com/Shirooni7723/status/2012991811414036831)  2026-01-18T20:53Z [---] followers, [--] engagements


"@tatavishnurao @ethos_network It's an decentralized trust system where our reputation stands on the score Based on social activity and Blockchain activity the score will be given So I should be careful while posting any tweets"  
[X Link](https://x.com/Shirooni7723/status/2013446543265726684)  2026-01-20T03:00Z [---] followers, [--] engagements


"@gaminggop24 @Kalshi @Polymarket Nice video :)"  
[X Link](https://x.com/Shirooni7723/status/2014754553946898521)  2026-01-23T17:38Z [---] followers, [--] engagements


"@Diveaix I'm in ethos but I don't know what to do :)"  
[X Link](https://x.com/Shirooni7723/status/2014919440585064529)  2026-01-24T04:33Z [---] followers, [--] engagements


"@VijayBh56040531 Thanks vijay this was a start and the main goal is to go with javascript daily progress Lets goo"  
[X Link](https://x.com/Shirooni7723/status/2015080075079897418)  2026-01-24T15:11Z [---] followers, [--] engagements


"Day [--] of learning python Completed the basic fundamentals of python Only API functions topic is left but I'll not deep dive now since I need to master the fundamentals again Created some [--] small projects which are useless but helpful in understanding the fundamentals Day [--] of learning python Completed functions it took me [--] days but finished this Practiced [--] hard questions thanks to Gemini in helping with that And there is final week to complete python Basics and after that I'm thinking to go live stream Day [--] of learning python Completed functions it took me [--] days but finished this"  
[X Link](https://x.com/Shirooni7723/status/2015113783912669662)  2026-01-24T17:25Z [---] followers, [---] engagements


"The Day I Was Born and Does It Matters A boy was born. Raised to become a man. And here I am - a man. This man spent his entire life clawing out of poverty scraping into the middle class dreaming of becoming rich. Has he made it Not http://x.com/i/article/2019101221370646528 http://x.com/i/article/2019101221370646528"  
[X Link](https://x.com/anyuser/status/2019117212372713785)  2026-02-04T18:33Z [---] followers, [----] engagements


"So I need to talk about PrismaXai because there's something really clever happening here that most people are missing. There are two types of data in this network and honestly. understanding the difference is kind of everything so let me explain it First up: Network-owned data This is the innovation that actually matters. the data belongs to everyone in the community and not some corporation not some VC-backed startup. everyone. when AI companies want access they burn tokens to get in. simple as that. but here's where it gets interesting. when operators create data new tokens get minted based"  
[X Link](https://x.com/anyuser/status/2021229165757010330)  2026-02-10T14:26Z [---] followers, [---] engagements


"I don't a give a fuck about a project even if it's big or small Never participating in the public sale"  
[X Link](https://x.com/anyuser/status/2015115649081860120)  2026-01-24T17:33Z [---] followers, [---] engagements


"I don't know why but typing has become one of my daily habits. I don't even know what the use case for this shit is but I still type every day. For what For fun Monkeytype is addictive lol"  
[X Link](https://x.com/Shirooni7723/status/2016562692128198716)  2026-01-28T17:23Z [---] followers, [---] engagements


"I'm dead after seeing shitposts from AI lol 🤣 One of the best thing I saw in 2026"  
[X Link](https://x.com/Shirooni7723/status/2017285948405690450)  2026-01-30T17:17Z [---] followers, [---] engagements


"The OpenAI workshop was great for AI Engineers Day. A room with more than [---] builders It was damn great"  
[X Link](https://x.com/anyuser/status/2018026301261787634)  2026-02-01T18:18Z [---] followers, [---] engagements


"When I said the public sale wouldn't be easy The newbies laughed but not a man like me. It's not about the projects it's about the lust for money. Think hard before putting your own damn money in. I don't a give a fuck about a project even if it's big or small Never participating in the public sale I don't a give a fuck about a project even if it's big or small Never participating in the public sale"  
[X Link](https://x.com/anyuser/status/2018705171988021251)  2026-02-03T15:16Z [---] followers, [---] engagements


"This was my best today Let's see what others got"  
[X Link](https://x.com/Shirooni7723/status/2019326811231121891)  2026-02-05T08:26Z [---] followers, [---] engagements


"Every robotics company faces the same brutal paradox Can't build effective AI without massive real-world training data Can't justify robot manufacturing without proven AI models Can't deploy fleets at scale without economic viability Can't collect diverse data without deployed fleets And . Traditional solutions fail Simulated data Sim-to-real gap kills performance Manual labeling $80-120/hour doesn't scale In-house fleets Requires dilutive capital rounds @PrismaXai destroys this cycle by reframing the entire equation. Robots become network miners that generate immediate ROI through premium"  
[X Link](https://x.com/Shirooni7723/status/2020132438845059566)  2026-02-07T13:48Z [---] followers, [----] engagements


"The robotics industry has a billion dollar problem AI models are stuck at 90% accuracy and nobody can fix it. Until someone figured out how to turn gamers into the solution. Here's how @PrismaXai teleoperation is solving what billion-dollar labs couldn't:"  
[X Link](https://x.com/anyuser/status/2020196833356923348)  2026-02-07T18:03Z [---] followers, [----] engagements


"Most AI benchmarks rely on GPT-5 or Claude as judges because human evaluation is too expensive and slow. LLM judges are powerful but fundamentally unreliable without reproducibility. @PrismaXai built something different: the Eval Engine. How it works: Deterministic CUDA kernels at hardware level enforce reproducible runtime on every evaluation Same model + different GPUs = identical outputs every single time No floating-point nondeterminism no race conditions no undefined behavior Compiles ONNX graphs to PyTorch while tracking provenance of every operation back to source Creates cryptographic"  
[X Link](https://x.com/anyuser/status/2020506403522412993)  2026-02-08T14:34Z [---] followers, [---] engagements


"Foundation models for robotics hit a wall at 90% accuracy. One failure in ten means you can't deploy in production. The industry's solution Teleoperation data at $30-50/hour. @PrismaXai is building the global coordination layer to scale this connecting operators with robots while ensuring quality through automated evaluation and guild-based trust systems"  
[X Link](https://x.com/anyuser/status/2019977165610107254)  2026-02-07T03:31Z [---] followers, [---] engagements


"Applied for this lets see what happens Announcing Built with Opus 4.6: a Claude Code virtual hackathon. Join the Claude Code team for a week of building. Winners will be hand-selected to win $100K in Claude API credits. Apply here: https://t.co/SkEg8Py1l2 https://t.co/w4OEIFOK0N Announcing Built with Opus 4.6: a Claude Code virtual hackathon. Join the Claude Code team for a week of building. Winners will be hand-selected to win $100K in Claude API credits. Apply here: https://t.co/SkEg8Py1l2 https://t.co/w4OEIFOK0N"  
[X Link](https://x.com/Shirooni7723/status/2019980496894324765)  2026-02-07T03:44Z [---] followers, [---] engagements


"The smartest thing about @PrismaXai isn't the robots. It's the flywheel they accidentally created More operators more data better AI smarter robots more valuable sessions even more operators. Every task you complete makes the next person's work more profitable"  
[X Link](https://x.com/anyuser/status/2020354904355647725)  2026-02-08T04:32Z [---] followers, [---] engagements


"High-quality video contains long-horizon teleoperation signals: joint trajectories grip force and contact timing can be inferred with modern CV. @PrismaXai passively collects this as people perform daily tasks like no robots or specialized hardware. An evaluation engine scores contributions and mints value-aligned rewards creating a network-owned Common Crawl for real-world interaction data foundational for robotics foundation models"  
[X Link](https://x.com/anyuser/status/2020706974732816769)  2026-02-09T03:51Z [---] followers, [---] engagements


".@PrismaXai is flipping the robotics data game completely. While AI companies are spending millions to collect even basic datasets PrismaX is building something different. Every teleoperator working in the network generates high-quality data traces automatically. No extra effort no expensive infrastructure. The network values this data at $30-50 per hour because it has something traditional data collection does not have. Strong baseline quality known hardware embodiment and complete sensor data that actually decreases time-to-convergence for AI training. This is not just data collection. This"  
[X Link](https://x.com/Shirooni7723/status/2020874075758088250)  2026-02-09T14:55Z [---] followers, [---] engagements


"My first post on @GenLayer lets goo"  
[X Link](https://x.com/anyuser/status/2020936473147736510)  2026-02-09T19:02Z [---] followers, [--] engagements


"PrismaX is flipping the robotics data game completely. While AI companies are spending millions to collect even basic datasets PrismaX is building something different. Every teleoperator working in the network generates high-quality data traces automatically. No extra effort no expensive infrastructure.  The network values this data at $30-50 per hour because it has something traditional data collection does not have. Strong baseline quality known hardware embodiment and complete sensor data that actually decreases time-to-convergence for AI training. This is not just data collection. This is"  
[X Link](https://x.com/anyuser/status/2021086482740674703)  2026-02-10T04:59Z [---] followers, [---] engagements


"Your robot collects data AI companies pay $$$$/hour You earn network tokens Tokens can appreciate over time No expertise needed Skilled operators run the work More data gets collected Back to the start"  
[X Link](https://x.com/anyuser/status/2021465723944517725)  2026-02-11T06:06Z [---] followers, [---] engagements


"The Eval Engine is the secret weapon that makes @PrismaXai actually scalable. Most decentralized systems fail because they cannot validate quality without human moderators. This creates bottlenecks that kill horizontal scaling. PrismaX solves this with fully automated quality assessment that runs in real-time on every data trace. The engine validates teleop data quality automatically scores contributions objectively and provides Sybil resistance without needing human validators. This means the network can scale infinitely without quality degradation. Think about what this enables. Operators"  
[X Link](https://x.com/anyuser/status/2021985150305984663)  2026-02-12T16:30Z [---] followers, [---] engagements


"Inside PrismaX: The Technical Architecture Powering the Robotics Revolution You know that feeling when you first understood how the internet actually works Not the hand-wavy "it's a series of tubes" explanation but the real deals are packets protocols the beautiful chaos http://x.com/i/article/2022203983381868544 http://x.com/i/article/2022203983381868544"  
[X Link](https://x.com/anyuser/status/2022264713309217063)  2026-02-13T11:00Z [---] followers, [---] engagements


"I just spent hours scraping Discord data to expose a scam inside @billions_ntwk The Head of Community @jgonzalezferrer is selling the Super OG role for subscribers instead of giving it to grinders who actually earned it Data receipts everything below"  
[X Link](https://x.com/Shirooni7723/status/2013272288557162989)  2026-01-19T15:28Z [---] followers, [---] engagements


"For those who don't know - the SOG role at Billions Network is supposed to require weeks of REAL contribution People spend 3-4 months creating 50+ arts threads and content before they get it But some people are getting it with almost nothing. Because of naughty Subs idea"  
[X Link](https://x.com/Shirooni7723/status/2013272292915323328)  2026-01-19T15:28Z [---] followers, [--] engagements


"Let me put this in perspective: Real grinders create 50-100+ pieces of content over MONTHS These users have 4-15 content posts and got SOG Meanwhile I know people who made 50+ arts and STILL didn't get the role for weeks"  
[X Link](https://x.com/Shirooni7723/status/2013272298174697527)  2026-01-19T15:28Z [---] followers, [--] engagements


"Day [--] of learning Python Today no study. It was fun being in Voice AI in the Wild from Lightspeed Partners. It was good seeing the talks from the CEO of Cartesia. Day [--] of learning python Focused on creating more bots because this is why I'm learning python Didn't learn new topic because I'm trying to master the foundations first so that I'll be good at scripts and bots Lets goo Day [--] of learning python Focused on creating more bots because this is why I'm learning python Didn't learn new topic because I'm trying to master the foundations first so that I'll be good at scripts and bots Lets"  
[X Link](https://x.com/Shirooni7723/status/2014387325061750809)  2026-01-22T17:18Z [---] followers, [---] engagements


"@sultan_sharanu @PrismaXai G prisma sharanu"  
[X Link](https://x.com/Shirooni7723/status/2020170825098489898)  2026-02-07T16:20Z [---] followers, [--] engagements


"@sultan_sharanu Lets goo sharanu"  
[X Link](https://x.com/Shirooni7723/status/2020171185380831393)  2026-02-07T16:21Z [---] followers, [--] engagements


"@sultan_sharanu @PrismaXai Gprisma sharanu"  
[X Link](https://x.com/Shirooni7723/status/2020538278114722017)  2026-02-08T16:40Z [---] followers, [--] engagements


"@sultan_sharanu @PrismaXai prisma on peak"  
[X Link](https://x.com/Shirooni7723/status/2020538511808671861)  2026-02-08T16:41Z [---] followers, [--] engagements


"@sultan_sharanu @PrismaXai Gprisma sharanu"  
[X Link](https://x.com/Shirooni7723/status/2021044698023067687)  2026-02-10T02:12Z [---] followers, [--] engagements


"@sultan_sharanu @PrismaXai G prisma sharanu"  
[X Link](https://x.com/Shirooni7723/status/2022158518401581500)  2026-02-13T03:58Z [---] followers, [--] engagements


"@sultan_sharanu Let's gooo"  
[X Link](https://x.com/Shirooni7723/status/2022511406286016835)  2026-02-14T03:21Z [---] followers, [--] engagements


"@guruttdd @PrismaXai @DavidTinh02 @chynaqqq @shayebackus @RoboCon_AI @realAltcoiner @castorhat The art is crazy"  
[X Link](https://x.com/Shirooni7723/status/2022688911286567046)  2026-02-14T15:06Z [---] followers, [--] engagements


"Inside PrismaX: The Technical Architecture Powering the Robotics Revolution You know that feeling when you first understood how the internet actually works Not the hand-wavy "it's a series of tubes" explanation but the real deals are packets protocols the beautiful chaos http://x.com/i/article/2022203983381868544 http://x.com/i/article/2022203983381868544"  
[X Link](https://x.com/anyuser/status/2022264713309217063)  2026-02-13T11:00Z [---] followers, [---] engagements


"The Eval Engine is the secret weapon that makes @PrismaXai actually scalable. Most decentralized systems fail because they cannot validate quality without human moderators. This creates bottlenecks that kill horizontal scaling. PrismaX solves this with fully automated quality assessment that runs in real-time on every data trace. The engine validates teleop data quality automatically scores contributions objectively and provides Sybil resistance without needing human validators. This means the network can scale infinitely without quality degradation. Think about what this enables. Operators"  
[X Link](https://x.com/anyuser/status/2021985150305984663)  2026-02-12T16:30Z [---] followers, [---] engagements


"Your robot collects data AI companies pay $$$$/hour You earn network tokens Tokens can appreciate over time No expertise needed Skilled operators run the work More data gets collected Back to the start"  
[X Link](https://x.com/anyuser/status/2021465723944517725)  2026-02-11T06:06Z [---] followers, [---] engagements


"So I need to talk about PrismaXai because there's something really clever happening here that most people are missing. There are two types of data in this network and honestly. understanding the difference is kind of everything so let me explain it First up: Network-owned data This is the innovation that actually matters. the data belongs to everyone in the community and not some corporation not some VC-backed startup. everyone. when AI companies want access they burn tokens to get in. simple as that. but here's where it gets interesting. when operators create data new tokens get minted based"  
[X Link](https://x.com/anyuser/status/2021229165757010330)  2026-02-10T14:26Z [---] followers, [---] engagements


"PrismaX is flipping the robotics data game completely. While AI companies are spending millions to collect even basic datasets PrismaX is building something different. Every teleoperator working in the network generates high-quality data traces automatically. No extra effort no expensive infrastructure.  The network values this data at $30-50 per hour because it has something traditional data collection does not have. Strong baseline quality known hardware embodiment and complete sensor data that actually decreases time-to-convergence for AI training. This is not just data collection. This is"  
[X Link](https://x.com/anyuser/status/2021086482740674703)  2026-02-10T04:59Z [---] followers, [---] engagements


"My first post on @GenLayer lets goo"  
[X Link](https://x.com/anyuser/status/2020936473147736510)  2026-02-09T19:02Z [---] followers, [--] engagements


".@PrismaXai is flipping the robotics data game completely. While AI companies are spending millions to collect even basic datasets PrismaX is building something different. Every teleoperator working in the network generates high-quality data traces automatically. No extra effort no expensive infrastructure. The network values this data at $30-50 per hour because it has something traditional data collection does not have. Strong baseline quality known hardware embodiment and complete sensor data that actually decreases time-to-convergence for AI training. This is not just data collection. This"  
[X Link](https://x.com/Shirooni7723/status/2020874075758088250)  2026-02-09T14:55Z [---] followers, [---] engagements


"High-quality video contains long-horizon teleoperation signals: joint trajectories grip force and contact timing can be inferred with modern CV. @PrismaXai passively collects this as people perform daily tasks like no robots or specialized hardware. An evaluation engine scores contributions and mints value-aligned rewards creating a network-owned Common Crawl for real-world interaction data foundational for robotics foundation models"  
[X Link](https://x.com/anyuser/status/2020706974732816769)  2026-02-09T03:51Z [---] followers, [---] engagements


"Most AI benchmarks rely on GPT-5 or Claude as judges because human evaluation is too expensive and slow. LLM judges are powerful but fundamentally unreliable without reproducibility. @PrismaXai built something different: the Eval Engine. How it works: Deterministic CUDA kernels at hardware level enforce reproducible runtime on every evaluation Same model + different GPUs = identical outputs every single time No floating-point nondeterminism no race conditions no undefined behavior Compiles ONNX graphs to PyTorch while tracking provenance of every operation back to source Creates cryptographic"  
[X Link](https://x.com/anyuser/status/2020506403522412993)  2026-02-08T14:34Z [---] followers, [---] engagements


"The smartest thing about @PrismaXai isn't the robots. It's the flywheel they accidentally created More operators more data better AI smarter robots more valuable sessions even more operators. Every task you complete makes the next person's work more profitable"  
[X Link](https://x.com/anyuser/status/2020354904355647725)  2026-02-08T04:32Z [---] followers, [---] engagements


"The robotics industry has a billion dollar problem AI models are stuck at 90% accuracy and nobody can fix it. Until someone figured out how to turn gamers into the solution. Here's how @PrismaXai teleoperation is solving what billion-dollar labs couldn't:"  
[X Link](https://x.com/anyuser/status/2020196833356923348)  2026-02-07T18:03Z [---] followers, [----] engagements


"Every robotics company faces the same brutal paradox Can't build effective AI without massive real-world training data Can't justify robot manufacturing without proven AI models Can't deploy fleets at scale without economic viability Can't collect diverse data without deployed fleets And . Traditional solutions fail Simulated data Sim-to-real gap kills performance Manual labeling $80-120/hour doesn't scale In-house fleets Requires dilutive capital rounds @PrismaXai destroys this cycle by reframing the entire equation. Robots become network miners that generate immediate ROI through premium"  
[X Link](https://x.com/Shirooni7723/status/2020132438845059566)  2026-02-07T13:48Z [---] followers, [----] engagements


"Applied for this lets see what happens Announcing Built with Opus 4.6: a Claude Code virtual hackathon. Join the Claude Code team for a week of building. Winners will be hand-selected to win $100K in Claude API credits. Apply here: https://t.co/SkEg8Py1l2 https://t.co/w4OEIFOK0N Announcing Built with Opus 4.6: a Claude Code virtual hackathon. Join the Claude Code team for a week of building. Winners will be hand-selected to win $100K in Claude API credits. Apply here: https://t.co/SkEg8Py1l2 https://t.co/w4OEIFOK0N"  
[X Link](https://x.com/Shirooni7723/status/2019980496894324765)  2026-02-07T03:44Z [---] followers, [---] engagements


"Announcing Built with Opus 4.6: a Claude Code virtual hackathon. Join the Claude Code team for a week of building. Winners will be hand-selected to win $100K in Claude API credits. Apply here: https://cerebralvalley.ai/e/claude-code-hackathon https://cerebralvalley.ai/e/claude-code-hackathon"  
[X Link](https://x.com/anyuser/status/2019833113418035237)  2026-02-06T17:58Z 448.5K followers, 999.7K engagements


"Foundation models for robotics hit a wall at 90% accuracy. One failure in ten means you can't deploy in production. The industry's solution Teleoperation data at $30-50/hour. @PrismaXai is building the global coordination layer to scale this connecting operators with robots while ensuring quality through automated evaluation and guild-based trust systems"  
[X Link](https://x.com/anyuser/status/2019977165610107254)  2026-02-07T03:31Z [---] followers, [---] engagements


"This was my best today Let's see what others got"  
[X Link](https://x.com/Shirooni7723/status/2019326811231121891)  2026-02-05T08:26Z [---] followers, [---] engagements


"The Day I Was Born and Does It Matters A boy was born. Raised to become a man. And here I am - a man. This man spent his entire life clawing out of poverty scraping into the middle class dreaming of becoming rich. Has he made it Not http://x.com/i/article/2019101221370646528 http://x.com/i/article/2019101221370646528"  
[X Link](https://x.com/anyuser/status/2019117212372713785)  2026-02-04T18:33Z [---] followers, [----] engagements


"When I said the public sale wouldn't be easy The newbies laughed but not a man like me. It's not about the projects it's about the lust for money. Think hard before putting your own damn money in. I don't a give a fuck about a project even if it's big or small Never participating in the public sale I don't a give a fuck about a project even if it's big or small Never participating in the public sale"  
[X Link](https://x.com/anyuser/status/2018705171988021251)  2026-02-03T15:16Z [---] followers, [---] engagements


"I don't a give a fuck about a project even if it's big or small Never participating in the public sale"  
[X Link](https://x.com/anyuser/status/2015115649081860120)  2026-01-24T17:33Z [---] followers, [---] engagements


"The OpenAI workshop was great for AI Engineers Day. A room with more than [---] builders It was damn great"  
[X Link](https://x.com/anyuser/status/2018026301261787634)  2026-02-01T18:18Z [---] followers, [---] engagements


"I'm dead after seeing shitposts from AI lol 🤣 One of the best thing I saw in 2026"  
[X Link](https://x.com/Shirooni7723/status/2017285948405690450)  2026-01-30T17:17Z [---] followers, [---] engagements


"I don't know why but typing has become one of my daily habits. I don't even know what the use case for this shit is but I still type every day. For what For fun Monkeytype is addictive lol"  
[X Link](https://x.com/Shirooni7723/status/2016562692128198716)  2026-01-28T17:23Z [---] followers, [---] engagements

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