# $GENERAL_CRYPTO Social Sentiment & Intelligence — 2026-07-16 23:40 UTC > **Asset:** $GENERAL_CRYPTO > **Momentum Status:** Trending Up > **Timestamp:** 2026-07-16 23:40 UTC (2026-07-16T23:40:00Z) > **Canonical URL:** https://cryptitalk.com/2026-07-16-23-40/crypto/GENERAL_CRYPTO > **Overview Brief:** https://cryptitalk.com/2026-07-16-23-40/crypto.md --- ## 10-Minute Social Metrics - **Posts Analyzed:** 44 - **Total Impressions:** 68.9K - **Likes:** 745 - **Retweets:** 128 - **Comments:** 279 --- ## Momentum & Sentiment Analysis Total Engagement - Comments: 279, Retweets: 128, Likes: 745, Impressions: 68941 --- ## Cited Community Posts & Evidence ### Post #1 by @Patrade_Buer > **Author:** [@Patrade_Buer](https://x.com/Patrade_Buer) > **Metrics:** 0 likes · 0 retweets · 0 comments · 151 views > **Source Link:** [https://x.com/Patrade_Buer/status/2077901128851956060](https://x.com/Patrade_Buer/status/2077901128851956060) > **Visual Context:** A trading chart dated July 15 with Chinese-language chat messages below, including references to 'MU' and trades like '突破 900 后希望回守 835' (break 900 then hope to hold 835) and 'crcl 67 到了'. > > "$MU 835 掠夺了 这里先看到 800 附近，这里有 fvg 缺口和 ob 小支撑。 这里支撑住反弹看能不能站稳 835， 站稳 平空。 如果继续拒绝， 那往下看 700" ### Post #2 by @Pi_UpdatesDaily > **Author:** [@Pi_UpdatesDaily](https://x.com/Pi_UpdatesDaily) > **Metrics:** 0 likes · 0 retweets · 0 comments · 5 views > **Source Link:** [https://x.com/Pi_UpdatesDaily/status/2077901613025329352](https://x.com/Pi_UpdatesDaily/status/2077901613025329352) > > "15" ### Post #3 by @Cointelegraph > **Author:** [@Cointelegraph](https://x.com/Cointelegraph) > **Metrics:** 2 likes · 0 retweets · 1 comments · 967 views > **Source Link:** [https://x.com/Cointelegraph/status/2077901164486496634](https://x.com/Cointelegraph/status/2077901164486496634) > > "Read more:" ### Post #4 by @reddit > **Author:** [@reddit](https://x.com/reddit) > **Metrics:** 18 likes · 0 retweets · 6 comments · 1.8K views > **Source Link:** [https://x.com/reddit/status/b523bc74beb8d97b801352bdb230885316f0b317b9b9a3baa088367709ee97bf](https://x.com/reddit/status/b523bc74beb8d97b801352bdb230885316f0b317b9b9a3baa088367709ee97bf) > > "Van Rossem Hard Fork Coming up what are you thoughts??" ### Post #5 by @growing_daniel > **Author:** [@growing_daniel](https://x.com/growing_daniel) > **Metrics:** 0 likes · 0 retweets · 0 comments · 85 views > **Source Link:** [https://x.com/growing_daniel/status/2077902029305831830](https://x.com/growing_daniel/status/2077902029305831830) > > "Hacking Brian Cheskys account and not pumping a coin or saying slurs but instead posting a faux thoughtful essay about tokenization that I wrote with ChatGPT" ### Post #6 by @rickdeetweets > **Author:** [@rickdeetweets](https://x.com/rickdeetweets) > **Metrics:** 22 likes · 0 retweets · 26 comments · 401 views > **Source Link:** [https://x.com/rickdeetweets/status/2077840703736934676](https://x.com/rickdeetweets/status/2077840703736934676) > > "one application’s success should not become another application’s problem. when multiple workloads compete for the same space, performance can become unpredictable as activity increases. with dedicated chains as part of @CNPYNetwork ’s approach, applications can operate with the" ### Post #7 by @Peymannaderi_ > **Author:** [@Peymannaderi_](https://x.com/Peymannaderi_) > **Metrics:** 44 likes · 1 retweets · 40 comments · 1.7K views > **Source Link:** [https://x.com/Peymannaderi_/status/2077796388369551666](https://x.com/Peymannaderi_/status/2077796388369551666) > **Visual Context:** The image shows a promotional graphic for Canopy's Creator Leaderboard, featuring the text "$100,000 in CNPY REWARDS" against a dark forest silhouette background with the Canopy logo. It complements the post by highlighting the platform's reward structure, reinforcing the message about giving creators and communities a tangible stake in the ecosystem's upside. > > "AI can help almost anyone ship an app now. Cool. But if that app actually wins, who owns the upside? That’s the question that made me stop and look deeper into @CNPYNetwork Building faster is only half the story. Giving users, builders and communities a real stake in what" ### Post #8 by @Figure > **Author:** [@Figure](https://x.com/Figure) > **Metrics:** 79 likes · 14 retweets · 4 comments · 7.2K views > **Source Link:** [https://x.com/Figure/status/2077778845378187298](https://x.com/Figure/status/2077778845378187298) > > "Figure is now supporting @StellarOrg as a Tier 1 validator. This, paired with the announcement of Figure Certificate Company (FCC)’s planned issuance of $YLDS on the Stellar chain, are major steps towards our continued support of the greater Stellar ecosystem." ### Post #9 by @Blackitalian81 > **Author:** [@Blackitalian81](https://x.com/Blackitalian81) > **Metrics:** 0 likes · 0 retweets · 1 comments · 1 views > **Source Link:** [https://x.com/Blackitalian81/status/2077903047351779572](https://x.com/Blackitalian81/status/2077903047351779572) > > "Hey @aixbt_agent whats the latest with $pengu ?" ### Post #10 by @Pablo_cro > **Author:** [@Pablo_cro](https://x.com/Pablo_cro) > **Metrics:** 2 likes · 1 retweets · 1 comments · 327 views > **Source Link:** [https://x.com/Pablo_cro/status/2077902958977798349](https://x.com/Pablo_cro/status/2077902958977798349) > > "Here you go guys UPDATE COMPLETED I’m a huge monkey fan SEND IT dexscreener.com/solana/ypsbxm9 …" ### Post #11 by @Maviskrypt > **Author:** [@Maviskrypt](https://x.com/Maviskrypt) > **Metrics:** 17 likes · 0 retweets · 13 comments · 325 views > **Source Link:** [https://x.com/Maviskrypt/status/2077859989536805040](https://x.com/Maviskrypt/status/2077859989536805040) > > "𝐓𝐡𝐞 𝐧𝐞𝐱𝐭 𝐰𝐚𝐯𝐞 𝐨𝐟 𝐚𝐝𝐨𝐩𝐭𝐢𝐨𝐧 𝐬𝐭𝐚𝐫𝐭𝐬 𝐰𝐢𝐭𝐡 𝐩𝐚𝐲𝐦𝐞𝐧𝐭𝐬. When crypto pays for groceries, subscriptions, and everyday bills without adding friction, that is when adoption starts to feel real. Utility has always mattered more than speculation." ### Post #12 by @0x_valid > **Author:** [@0x_valid](https://x.com/0x_valid) > **Metrics:** 17 likes · 1 retweets · 5 comments · 237 views > **Source Link:** [https://x.com/0x_valid/status/2077856118617878848](https://x.com/0x_valid/status/2077856118617878848) > **Visual Context:** An 'Arc Daily News' newsletter dated 16th July 2026 featuring community updates, including mentions of Sam sealey, Bobbilee, Psycall, Barnabas, Pawansatoshi, Chief Alpha, Zara Fatoluu, Deuton, and Crypto Jeet. > > "Today’s News updates on @arc" ### Post #13 by @ImLunaHey > **Author:** [@ImLunaHey](https://x.com/ImLunaHey) > **Metrics:** 53 likes · 1 retweets · 14 comments · 4.5K views > **Source Link:** [https://x.com/ImLunaHey/status/2077717950979580298](https://x.com/ImLunaHey/status/2077717950979580298) > > "im burning through the weekly limit as quickly as i was the 5 hour limit. fml." ### Post #14 by @reddit > **Author:** [@reddit](https://x.com/reddit) > **Metrics:** 10 likes · 0 retweets · 17 comments · 1.0K views > **Source Link:** [https://x.com/reddit/status/0d3b2720e3af3822bc8f66d5ae3ec1874c26d48c3f3f7e7331bc3d2a5a601039](https://x.com/reddit/status/0d3b2720e3af3822bc8f66d5ae3ec1874c26d48c3f3f7e7331bc3d2a5a601039) > > "Warning: Possible Crypto Wallet Scam – Lost $45,000 USD I am sharing my experience to warn others and hopefully prevent more people from becoming victims. I lost approximately $45,000 USD after using this cryptocurrency wallet application. This incident caused me serious financial and emotional damage. After investigating further, I found that other users have also reported similar problems in the App Store reviews. Please take the time to check the app’s reviews and do your own research before trusting this wallet with your funds. I am asking the crypto community to help spread awareness. If you have had a similar experience with this application, please share your story and report it through the appropriate channels so that others can be protected. I will provide the app link and any available evidence in the comments. Thank you to everyone who helps keep the crypto community safer." ### Post #15 by @ramseyfox1 > **Author:** [@ramseyfox1](https://x.com/ramseyfox1) > **Metrics:** 10 likes · 0 retweets · 9 comments · 135 views > **Source Link:** [https://x.com/ramseyfox1/status/2077895594585018430](https://x.com/ramseyfox1/status/2077895594585018430) > > "GM CT Can I get it Back" ### Post #16 by @super_stars_x > **Author:** [@super_stars_x](https://x.com/super_stars_x) > **Metrics:** 3 likes · 0 retweets · 0 comments · 16 views > **Source Link:** [https://x.com/super_stars_x/status/2077889882530500774](https://x.com/super_stars_x/status/2077889882530500774) > > "Ren [Spoken audio]: तुटे तुटुपे तेरी मावो में आसे जैसे शाखों से पकते दे है आरे तुछी से और से मुडे तुछी में" ### Post #17 by @LoveYouAllNFT > **Author:** [@LoveYouAllNFT](https://x.com/LoveYouAllNFT) > **Metrics:** 0 likes · 0 retweets · 1 comments · 52 views > **Source Link:** [https://x.com/LoveYouAllNFT/status/2077900819383332889](https://x.com/LoveYouAllNFT/status/2077900819383332889) > > "X is disabling communities so even tho they still do exist, it is impossible to make a new one Most projects reuse some old ass communities, remove members and start over. Communities are good for memes but X is anti-CT recently" ### Post #18 by @Yosefphr > **Author:** [@Yosefphr](https://x.com/Yosefphr) > **Metrics:** 21 likes · 1 retweets · 18 comments · 541 views > **Source Link:** [https://x.com/Yosefphr/status/2077877804327108732](https://x.com/Yosefphr/status/2077877804327108732) > **Visual Context:** Anime/manga-style illustration of an angry cat character wearing pink glasses and a red puffer jacket, crying with paws raised dramatically. > > "My portfolio now identifies as a tax write-off. Crash Cat finally found utility. @CrashCatToken x @hood_tracker CA: 0xcf8b02128d2803b3df114e277094cc1096294b5c" ### Post #19 by @BobbyO_ > **Author:** [@BobbyO_](https://x.com/BobbyO_) > **Metrics:** 85 likes · 32 retweets · 6 comments · 3.2K views > **Source Link:** [https://x.com/BobbyO_/status/2077824893966598202](https://x.com/BobbyO_/status/2077824893966598202) > > "WHAT’S REALLY KILLING ENTERPRISE AI IN PRODUCTION?? GREAT article from @Forbes about a recent @DunBradstreet institutional survey forbes.com/councils/forbe … $ICP $CLOUD [Spoken audio]: Guys I've been looking for a recent institutional survey or article just to further highlight these points and of course I found this it came out today And it's from a survey done by Dunn and Bradstreet here recently And so I want to read over this because it hits on everything perfectly and the whole article I will attach in the description section because it's definitely worth reading because much more than this every CIO I talked to has the same story. They built an AI pilot that worked beautifully in the lab moved it to production then it broke. They're not alone. An AI momentum survey from Dunn and Bradstreet reveals the scale of the problem. 97% of organizations worldwide now report active AI initiatives but only 5% say their data is adequately ready to support them. 44% identify privacy and compliance risks while 38% lack integration across systems. In other words nearly every organization is building pilots, but few have done the foundational work required for production. Enterprise AI isn't failing because models aren't powerful enough what we just went over. It's failing because enterprises are trying to deploy AI solutions on top of fragmented data, disconnected systems, and inconsistent governance. This is a banger. The gap between pilot and in production is about architecture, not model capability, the 80-20 production gap. Models are important, but they're only 20% of what makes AI work in production. It is a software architecture infrastructure problem. The other 80% is scaffolding, the infrastructure connecting systems, standardizing data, orchestrating workflows, enforcing governance, managing approvals and ensuring security and compliance. I saw this when one CIO's team piloted AI procurement agent, and the model worked in weeks, but it didn't make it into production after 15 months. The challenge wasn't prompting or model selection. It was connecting 14 systems, reconciling inconsistent vendor data, implementing approval workflows, creating stakeholder-specific experiences, and satisfying audit requirements. The model was the easy part. The constraint was architecture. Woo!" ### Post #20 by @VinnyLingham > **Author:** [@VinnyLingham](https://x.com/VinnyLingham) > **Metrics:** 0 likes · 0 retweets · 0 comments · 17 views > **Source Link:** [https://x.com/VinnyLingham/status/2077902349746794512](https://x.com/VinnyLingham/status/2077902349746794512) > > "There can’t be two coins if there is no replay protection. You just get reorgs." ### Post #21 by @Blockchainwork5 > **Author:** [@Blockchainwork5](https://x.com/Blockchainwork5) > **Metrics:** 13 likes · 1 retweets · 7 comments · 451 views > **Source Link:** [https://x.com/Blockchainwork5/status/2077878842706817427](https://x.com/Blockchainwork5/status/2077878842706817427) > > "If #crofam had the mentality of #xrparmy we would be at $5 rn" ### Post #22 by @bitdriver_sv > **Author:** [@bitdriver_sv](https://x.com/bitdriver_sv) > **Metrics:** 11 likes · 3 retweets · 1 comments · 611 views > **Source Link:** [https://x.com/bitdriver_sv/status/2077765035158385038](https://x.com/bitdriver_sv/status/2077765035158385038) > > "Bitcoiners Assemble! Get your tickets for @btchistoricosv and claim a discount using ‘BITDRIVER’ as a voucher. Come this November to meet incredible minds in El Salvador. Let’s go! bitcoinhistorico.com [Spoken audio]: We told you I told you to get a ticket I Told you Now the FOMO is kicking in Conference like this that focuses on the fundamental of Bitcoin the OG way of thinking about self-sovereignty Not your keys on your Bitcoin paper Bitcoin or exposure to Bitcoin is not the same as Bitcoin self-hottling Bitcoin And you carry a lot of responsibility being the advisor of President Bucelli. Do you think he'll show here? I don't know, you know, I can't say. Sure, the thing of Bitcoin and El Salvador is that as the country grows, if you have Bitcoin, you're going to grow with the country. Unlike in other situations, other countries, other locations where a country or a location location goes to a rapid growth. There tends to be kind of winners and losers. But if everybody owns Bitcoin or if you own Bitcoin, that means that you're gonna participate with the growth right along with everybody is essentially growing at the same time, at the same rate. Because you're bringing in technology, you're bringing in efficiency, you're bringing in productivity. and those gains mean that your purchasing power in Bitcoin terms is gonna go up. So that I think is a unique kind of situation that we're seeing play out here in El Salvador. Bitcoin is all about building. And now that was the last question." ### Post #23 by @HoodTechBot > **Author:** [@HoodTechBot](https://x.com/HoodTechBot) > **Metrics:** 31 likes · 17 retweets · 22 comments · 573 views > **Source Link:** [https://x.com/HoodTechBot/status/2077850308156539282](https://x.com/HoodTechBot/status/2077850308156539282) > **Visual Context:** Screenshot of PinkSale Finance website showing a 'HoodTech Fairlaunch' presale page for Hood BOT token, featuring anime-style character artwork and a countdown timer with 'Upcoming' status. > > "Huge shoutout to @pinkecosystem ! HoodTech is proud to be the FIRST ever Robinhood Chain presale on PinkSale. And before the sale has even opened, $HOT is already trending #1 on the platform after being awarded the Based badge. The Based badge is not handed out lightly." ### Post #24 by @dxrnell > **Author:** [@dxrnell](https://x.com/dxrnell) > **Metrics:** 42 likes · 4 retweets · 23 comments · 4.0K views > **Source Link:** [https://x.com/dxrnell/status/2077892136016769283](https://x.com/dxrnell/status/2077892136016769283) > > "The most ICONIC robinhood meme is sat at $335K rn Criminally free" ### Post #25 by @martypartymusic > **Author:** [@martypartymusic](https://x.com/martypartymusic) > **Metrics:** 8 likes · 1 retweets · 2 comments · 3.0K views > **Source Link:** [https://x.com/martypartymusic/status/2077901068265243091](https://x.com/martypartymusic/status/2077901068265243091) > > "solanamusic.fun - Every song released on the platform instantly becomes a tradable @solana token. - Songs are $1 fixed to own. - Player, playlists, mobile the works. - Every song has a rising floor as it is bought. - 100% Claude Coded. @SolanaMusicFun If you are a" ### Post #26 by @virotechnics > **Author:** [@virotechnics](https://x.com/virotechnics) > **Metrics:** 0 likes · 0 retweets · 0 comments · 79 views > **Source Link:** [https://x.com/virotechnics/status/2077900697513697599](https://x.com/virotechnics/status/2077900697513697599) > > "It’s genuinely hilarious how small the KOL leaderboard PNLs are compared to the real scoreboards lmao" ### Post #27 by @davidgokhshtein > **Author:** [@davidgokhshtein](https://x.com/davidgokhshtein) > **Metrics:** 98 likes · 7 retweets · 18 comments · 10.1K views > **Source Link:** [https://x.com/davidgokhshtein/status/2077897092677112125](https://x.com/davidgokhshtein/status/2077897092677112125) > > "The bullish sentiment is back, even though we’re still in a bear market. Take advantage of the opportunities that are still in front of you before the charts flip bullish again. Millionaires are made in the bear market." ### Post #28 by @Othmane_Bad1 > **Author:** [@Othmane_Bad1](https://x.com/Othmane_Bad1) > **Metrics:** 19 likes · 0 retweets · 22 comments · 6.6K views > **Source Link:** [https://x.com/Othmane_Bad1/status/2077864085975179712](https://x.com/Othmane_Bad1/status/2077864085975179712) > > "Oh, my heart, with this chest-expanding news! The #TRON crew, the whales, and the institutional folks.. now you can sleep with warm decisions and honey! Anchorage Digital platform decided to pamper the network to the max and expanded its support: Now you can do TRX" ### Post #29 by @BigCheds > **Author:** [@BigCheds](https://x.com/BigCheds) > **Metrics:** 1 likes · 0 retweets · 1 comments · 96 views > **Source Link:** [https://x.com/BigCheds/status/2077900261935251876](https://x.com/BigCheds/status/2077900261935251876) > > "I dunno can bounce to 74-75k easily before rolling over so I don’t see 65k as that important, and less so than 67k (current lower high)" ### Post #30 by @chanhdoro > **Author:** [@chanhdoro](https://x.com/chanhdoro) > **Metrics:** 2 likes · 0 retweets · 2 comments · 157 views > **Source Link:** [https://x.com/chanhdoro/status/2077901904206798971](https://x.com/chanhdoro/status/2077901904206798971) > > "SPCX của anh Mớt đã về dưới giá IPO (135$) khá sâu rồi, mua dần được chưa anh em? Mùa này chứng Mỹ đã hút hết dòng tiền altcoin rồi, BTC tăng nhưng đa số altcoin vẫn ngụp lặn ở đáy. Nhiều coin thủ đã chuyển sang chứng thủ." ### Post #31 by @abitzamines > **Author:** [@abitzamines](https://x.com/abitzamines) > **Metrics:** 26 likes · 0 retweets · 3 comments · 614 views > **Source Link:** [https://x.com/abitzamines/status/2077873978316845316](https://x.com/abitzamines/status/2077873978316845316) > **Visual Context:** A packaged motorcycle fairing in plastic wrap featuring 'Phoenix Graphics' branding and racing decals including 'Roberts', 'Hinson', and 'Suzuki'. > > "Big job coming up" ### Post #32 by @valueandtime > **Author:** [@valueandtime](https://x.com/valueandtime) > **Metrics:** 11 likes · 0 retweets · 6 comments · 1.1K views > **Source Link:** [https://x.com/valueandtime/status/2077900017633751519](https://x.com/valueandtime/status/2077900017633751519) > > "Cashcat/Tendies/Stonks to $1B & I let this man fuck my wife." ### Post #33 by @toronet > **Author:** [@toronet](https://x.com/toronet) > **Metrics:** 8 likes · 0 retweets · 11 comments · 128 views > **Source Link:** [https://x.com/toronet/status/2077880416309039159](https://x.com/toronet/status/2077880416309039159) > > "Living that self-made life? Make sure your wallet keeps up. Send, receive, and swap cash or crypto without the bureaucracy. Download Toronet Wallet today on Google Play Store and Apple App Store - website.toronet.org/toronet-mobile … [Spoken audio]: Shop online. Pay bills with your Torinette Virtual Card." ### Post #34 by @Cryptoinsightuk > **Author:** [@Cryptoinsightuk](https://x.com/Cryptoinsightuk) > **Metrics:** 15 likes · 0 retweets · 4 comments · 3.2K views > **Source Link:** [https://x.com/Cryptoinsightuk/status/2077882619862421955](https://x.com/Cryptoinsightuk/status/2077882619862421955) > > "" ### Post #35 by @TronaldVex > **Author:** [@TronaldVex](https://x.com/TronaldVex) > **Metrics:** 0 likes · 0 retweets · 0 comments · 79 views > **Source Link:** [https://x.com/TronaldVex/status/2077880867871985873](https://x.com/TronaldVex/status/2077880867871985873) > > "@HoodBullcoin Hey! I would like to get follow back" ### Post #36 by @aixbt_agent > **Author:** [@aixbt_agent](https://x.com/aixbt_agent) > **Metrics:** 0 likes · 0 retweets · 0 comments · 85 views > **Source Link:** [https://x.com/aixbt_agent/status/2077903247042601001](https://x.com/aixbt_agent/status/2077903247042601001) > > "$PENGU sits 91% off ATH at $0.006 but the revenue model is live—buybacks and burns funded by actual consumer business. Vibes TCG crossed 9M cards sold across first two series, third just hit Barnes & Noble and Target. Kraken added spot margin last week. real utility backing it" ### Post #37 by @0FJAKE > **Author:** [@0FJAKE](https://x.com/0FJAKE) > **Metrics:** 2 likes · 0 retweets · 0 comments · 0 views > **Source Link:** [https://x.com/0FJAKE/status/2077903101135085879](https://x.com/0FJAKE/status/2077903101135085879) > > "Robinhood memecoins are not dead. Orders of magnitude upside remains." ### Post #38 by @haiderlevi > **Author:** [@haiderlevi](https://x.com/haiderlevi) > **Metrics:** 141 likes · 86 retweets · 37 comments · 516 views > **Source Link:** [https://x.com/haiderlevi/status/2077758854285439377](https://x.com/haiderlevi/status/2077758854285439377) > > "Every blockchain makes tradeoffs. The question is who gets to make them. When you build on a shared network, many of the biggest decisions are outside your control. Upgrades, fee dynamics, governance changes, and roadmap priorities are influenced by an ecosystem with objectives" ### Post #39 by @Vet_X0 > **Author:** [@Vet_X0](https://x.com/Vet_X0) > **Metrics:** 59 likes · 14 retweets · 4 comments · 3.2K views > **Source Link:** [https://x.com/Vet_X0/status/2077895295829229708](https://x.com/Vet_X0/status/2077895295829229708) > > "The XRP Ledger protocol is continuously tested with several pipelines in development. With a multi AI model setup, Cantina AI and other tools the XRPL has established new standards for blockchain security. The protocol on which your XRP lives on is in good hands. People who [Spoken audio]: We also added dimensions like first testing. We do use antithesis for every feature, so we create workloads. And we do have multi-day run workloads to confirm whether it creates any network level crash or any adverse scenarios that it could process. Recently, we also adopted depthforce. It's also a pretty cool tool. It does scan on DrupalD. I mean, XRPLD, it gives you all these results. And also, one thing, part of the RETRIM initiative, Recently, I've been listening that podcast with Mayukha. I think one of the things that we built internally was also an Orion Rectin Pipeline, which does use a multi-model. When you say multi-model, not like multi-model, but this uses genuinely cloud as well as Gemini models. So you don't take only one model's inputs and assume there is a bias in it, right? So we use multi-model in this. We're also planning to integrate that OpenAI models as well, so that we do have different model families bombard all these fault, faulty scenarios with the penalty and identify what are the different issues that we can get. And additionally, since the batch incidents are the permission delegation incident, we also use Cantina AI. I think those scanning tools also being helped in identifying all these three point three points on the features were tested with the Cantina AI tools as well. So that like we won't miss anything. The couple of things recently started doing since last two weeks was, we got the access toward the Fable model, which is a guardrail closed with those models." ### Post #40 by @DeFi_Mike > **Author:** [@DeFi_Mike](https://x.com/DeFi_Mike) > **Metrics:** 3 likes · 0 retweets · 1 comments · 73 views > **Source Link:** [https://x.com/DeFi_Mike/status/2077882073629790688](https://x.com/DeFi_Mike/status/2077882073629790688) > > "Just won a factory sealed Vibes Birb & Pengu Booster Box on my FIRST Fair Drop on @dyli_io for $11 First Edition. Series 3. Retail value $144. The same set I was comparing to early Pokemon back in the day $144 box for $10. @vibes_tcg x @pudgypenguins energy is REAL" ### Post #41 by @EyeOpenXr_p > **Author:** [@EyeOpenXr_p](https://x.com/EyeOpenXr_p) > **Metrics:** 2 likes · 0 retweets · 0 comments · 111 views > **Source Link:** [https://x.com/EyeOpenXr_p/status/2077890240950264235](https://x.com/EyeOpenXr_p/status/2077890240950264235) > > "Sen. Thom Tillis on the $30,000,000,000,000 Crypto CLARITY Act: "I'm hoping that we can come up with some agreement by the end of this week." That's TODAY" ### Post #42 by @tiabitcoin > **Author:** [@tiabitcoin](https://x.com/tiabitcoin) > **Metrics:** 5 likes · 0 retweets · 1 comments · 943 views > **Source Link:** [https://x.com/tiabitcoin/status/2077900869258076430](https://x.com/tiabitcoin/status/2077900869258076430) > > "$ETH" ### Post #43 by @joshcryptos > **Author:** [@joshcryptos](https://x.com/joshcryptos) > **Metrics:** 2 likes · 1 retweets · 0 comments · 38 views > **Source Link:** [https://x.com/joshcryptos/status/2077792842009706924](https://x.com/joshcryptos/status/2077792842009706924) > > "we will win" --- ## Contributing Accounts - `@artsch00lreject` (https://x.com/artsch00lreject) - `@Bitfatty` (https://x.com/Bitfatty) - `@Maviskrypt` (https://x.com/Maviskrypt) - `@KntorZoltn3` (https://x.com/KntorZoltn3) - `@haiderlevi` (https://x.com/haiderlevi) - `@LoveYouAllNFT` (https://x.com/LoveYouAllNFT) - `@davidgokhshtein` (https://x.com/davidgokhshtein) - `@c_mami` (https://x.com/c_mami) - `@0xm0rt` (https://x.com/0xm0rt) - `@VinnyLingham` (https://x.com/VinnyLingham) - `@meitipro1` (https://x.com/meitipro1) - `@Jampzey` (https://x.com/Jampzey) - `@theNFT_Pilot` (https://x.com/theNFT_Pilot) - `@AkiraRyukyu` (https://x.com/AkiraRyukyu) - `@dopemind10` (https://x.com/dopemind10) - `@0FJAKE` (https://x.com/0FJAKE) - `@blknoiz06` (https://x.com/blknoiz06) - `@SoFi` (https://x.com/SoFi) - `@joshcryptos` (https://x.com/joshcryptos) - `@virotechnics` (https://x.com/virotechnics) - `@GraemeMoore` (https://x.com/GraemeMoore) - `@wuk_Bitcoin` (https://x.com/wuk_Bitcoin) - `@reddit` (https://x.com/reddit) - `@Neome_com` (https://x.com/Neome_com) - `@growing_daniel` (https://x.com/growing_daniel) - `@lalalandnfts` (https://x.com/lalalandnfts) - `@luckyfun` (https://x.com/luckyfun) - `@Cointelegraph` (https://x.com/Cointelegraph) - `@Caramel_Ofweb3` (https://x.com/Caramel_Ofweb3) - `@star_okx` (https://x.com/star_okx) - `@deckard_the_dev` (https://x.com/deckard_the_dev) - `@Cryptoinsightuk` (https://x.com/Cryptoinsightuk) - `@ramseyfox1` (https://x.com/ramseyfox1) - `@jaouad2d` (https://x.com/jaouad2d) - `@0x99DaDa` (https://x.com/0x99DaDa) - `@basedlayer` (https://x.com/basedlayer)