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ชีวิตติดลูปในสถานีรถไฟ กับแก๊งรุ่น 3 ในเกม [The Exit 8] และ [Platform 8] #ดูออกนะคะ# #TheExit8# #8番出口# #Platform8# #8番のりば# #BNK483rdGeneration# #FameBNK48# #HoopBNK48# #MonetBNK48# #PancakeBNK48# #YoghurtBNK48# #NAKAChannel#

Before answering one cross-database business question, how much platform rebuilding should a team finish first? This real lineage view tracks 17 nodes and 15 dependencies from two database paths to one ranked result.

Hot take… isn’t it kinda crazy that nobody is really using AI Agents? I don’t mean software engineers or AI early adopters. I mean “college friends talking about it in group chat,” the feeling you got when everyone started using Instagram or TikTok. These frontier AI models are *insane* (as are the harnesses & tool calls & the like). And every large tech co has an AI agents platform, not to mention all the YC startups doing vertical agents. Yet all of your friends and family outside of tech — who spend all day staring at their iPhones and get paid to work in browser tabs — don’t really care or find themselves using any AI agents yet. Yes ChatGPT, Claude, etc. are extremely popular… but if you look at the engagement data the vast majority of people are still using these aI chat tools like a glorified Google + Grammarly. That’s why the AGI labs are all pushing desktop apps for Codex, Cowork, etc. so hard to non-technical ppl. And yes exceptions for lawyers and customer service but even those have some asterisks and exceptions to rule. Look I’m not saying the ChatGPT moment for AI Agents is not coming… it most definitely is! Remember we pivoted from Arc to Dia precisely because we believe computing is going to be radically reimagined around these AI primitives. No doubt. But that’s my point: it’s just so surprising it hasn’t happened yet because all of the tech you’d need is there. Again if you stop for a second and think about it… for all the press and money and hype and models and crazy ARR numbers… this “AI Agent” moment does not *feel* like the other breakthrough tech moments we’ve lived through (e.g. think the shift to Stories via Snapchat & Instagram, or shift to on-demand via Uber/Airbnb/Doordash). Which is a long way of saying: if you can figure out the answer to “why” most people don’t care about AI agents yet (and have no enduring interest in using them) — especially since the models and harnesses are here and ready — the answer to that question will allow you to capture a lot of marketshare and make a lot of money in 2027. Theoretically, the tech is ready for AI Agents to totally transform how we work and live our lives… but alas the general public dgaf… that’s the generational puzzle to solve for the next 12 months for anyone not working on the models themselves.

Onlyfans wasn't even originally a porn platform, fun fact! Females just organically flocked to it and turned it into a porn platform. This further debunks the notion that females are victims of the porn industry when they themselves will literally convert a premium content site into a porn site. In fact, females will do this to any such website that doesn't explicitly ban porn! This is how Patreon is still just a fan site, it explicitly bans porn. It's also why Tumblr was once a major hub for porn and why all cam sites nowadays are explicitly porn sites. Females, of their own will, turned them into such as there was no explicit ban on it.

Today, we’re proud to introduce the Pika API Club—a membership that gets you access to the leading gen media models at previously impossible prices. We were shocked by the 3x markup by many API aggregation platforms. So we built our own, negotiated better prices, and kept our markup as low as possible to pass the savings on. It’s time for AI to empower the next generation of builders and creators, not price them out.

Last night Apple briefly removed Telegram from the AppStore because a user had planted illegal porn in a public chat. Telegram was restored within hours. But I want to explain what happened — to warn other app developers and help protect online communities from similar attacks. Because Telegram quickly removes illegal content from public groups using all kinds of moderation tools, the attacker had to resort to a technical trick. He inserted AI-modified illegal content by editing an old message in an active group chat. As a result the content was effectively hidden from the group’s members, preventing them from seeing/reporting it. The attacker was a takedown extortionist: someone who demands ransom from group owners in exchange for not targeting their communities. These extortionists use automated accounts to plant illegal content in public groups and then report it directly to Apple, attempting to trigger the removal of legitimate communities whose owners refused to pay them. From a practical standpoint, illegal pornographic content in Telegram’s public groups is not a systemic problem. Our moderation is effective. The fact that attackers must resort to backdated, effectively invisible content and other technical tricks proves this. ⚠️ However, there are two important lessons here for app developers and online communities: — Extortionists have found a way to manipulate Apple into overreacting. Apple removed Telegram from the App Store before contacting us. This creates a potential systemic risk for every mobile app that hosts user-generated content. If an app used by more than a billion people can be removed from the App Store without prior warning, any app can be. — The tactics used by takedown extortionists are evolving, putting communities across social platforms at risk. Telegram has extensive experience identifying the tricks used by coordinated reporting gangs and protecting legitimate communities (even when doing so risks our own app being temporarily removed from the App Store). Other platforms may not be equally prepared. Stay vigilant! ☝️

STB × HKTKWW: A key milestone for Sanya’s global communication! On August 3, Sanya Tourism Board (STB) and Hong Kong Ta Kung Wen Wei Media Group (HKTKWW) officially signed a strategic partnership agreement — marking a major step forward in expanding Sanya’s global communication network and sharing Sanya’s stories with the world. Together, we’re building stronger networks, bigger platforms, and better stories — bringing Sanya to the world. 8月3日，三亞市旅遊發展局與香港大公文匯傳媒集團（HKTKWW）正式簽署國際傳播戰略合作協議，標誌著三亞在傳播網絡佈局上的又一重要落子。 未來，雙方將依託全媒體傳播優勢，在港澳及海外市場開展三亞旅遊常態化宣傳，共同推動三亞打造國際知名旅遊目的地！ 拓展網絡，共建平臺，講好故事！

5️⃣ Know when your price is right Model different pricing tiers or subscription models in Canvas based on your material costs, platform fees, and shipping expenses to find your break-even point.

What’s New for the 1inch Business Portal is now live. One place covering new chain support, API and SDK releases and major platform changes. It’s public and login free, built for teams that rely on 1inch infrastructure and need a reliable record of what's changed.

Today, I want to share something that happened to me on Kraken. I’m completely new to crypto, and this was my first time using Kraken. All I wanted to do was convert USDC into USD. Unfortunately, because USDT and USD differ by only one letter, I accidentally selected USDT instead of USD. I didn’t realize my mistake until the transaction had already been completed. In less than a minute, a single misclick resulted in a loss of approximately 810 USDT—more than $800. To be honest, I was shocked and devastated. Like many newcomers, I assumed that all major stablecoins were worth roughly the same, so converting between them would involve little or almost no loss. I never imagined that such a simple mistake could instantly cost me more than 1% of my funds. I immediately contacted Kraken Support, hoping they would understand that this was an honest human error and review my case, or at least consider making a one-time exception. What disappointed me even more was that almost every response came from AI. I was never able to speak with a real support agent. The only explanation I received was that the transaction had already been executed, the conversion details had been displayed before confirmation, and therefore nothing could be reversed or refunded. I understand that Kraken may not have violated its own rules, and I acknowledge that the final amount I would receive was displayed before I confirmed the transaction. But I believe that “the information was displayed” does not necessarily mean “a new user truly understands what it means.” As a beginner, I saw what I believed was a normal stablecoin conversion. I had no idea that the number shown on the confirmation screen meant I was about to lose more than $800. If a platform expects users to recognize an $800+ pricing difference on their own, instead of proactively warning them that the conversion is unusually unfavorable, I don’t believe that’s a user-friendly experience—especially for beginners. I believe that a platform responsible for customers’ assets should do more than simply display numbers. It should also be designed to help users avoid obvious mistakes that can lead to significant financial losses. Crypto is already complicated enough. The risks users take should come from the market—not from a product design that makes such costly mistakes so easy to make. This experience has left me deeply disappointed and has almost completely destroyed my trust in Kraken. I’m not trying to deny Kraken’s rules, and I’m not asking for special treatment. I’m simply asking @kraken and @krakensupport to review my case, seriously consider improving the user experience, provide real human support when genuine mistakes happen, and consider a one-time resolution for customers who make an honest human error. If this could happen to me, it could happen to any newcomer entering the world of crypto. I hope my experience helps others avoid making the same mistake. Please double-check every click. @krakenfx @krakenpro @krakensupport