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『AD-LIVE2023』昼公演観劇しました☺️ 森久保さんと津田さんのアドリブ芝居にぐいぐい引き込まれ、途中どうなる？どうする？くじ運お願いします‼️と客席も一体となって祈る展開からの、 まさかの神がかったハプニングも舞い降り、アドリブの真骨頂を観ました🥹👏 #ad_live#

Over the last month, our @youtube team shipped these products and features for our viewers and @youtubecreators: 🪟Fully custom multiview on @YouTubeTV ⏳Countdown stickers for mobile live streamers 🖼️Picture-in-Picture for non-music content globally 🔍Ask YouTube, a new way for Premium subscribers to search on YouTube 🛍️Expanded shopping auto-tagging across APAC 🔊Voice Boost for amplifying vocals and reducing background sounds 👑Experience Points (XP) for watch time and Super Chat replies during vertical live streams 👨‍👩‍👧 Expanded parental controls, including an industry-first Shorts timer 🎁Gifts on horizontal livestreams on mobile 🤗Gifts in 🇨🇦🇰🇷🇮🇩🇹🇭🇦🇺🇳🇿 🕹️Select games (Playables) on mobile vertical livestreams 🎶The entire Shorts Audio library in our YouTube Create app 🤝Streaming in both vertical and horizontal formats at the same time ✋Automatic ad holdbacks when live chat engagement is at its peak 🌏Premium Lite in 15 new countries around the world 🕵️Automated likeness detection technology for the entertainment industry 📺Ask on TV 🔃Reimagine (a new remixing capability) and Add Object in Shorts

YouTube has introduced a new side-by-side ad format for livestreams. The main video player shrinks to make room for ads displayed alongside it on both desktop and mobile. While the ad plays, the livestream audio is muted, so viewers hear the commercial instead of the stream. Many users report it disrupts immersion during gaming, sports, and chat-heavy broadcasts. Viewers are also noticing more sponsored content appearing in the subscriptions feed. This is being widely viewed as a push toward YouTube Premium, which recently rose to $15.99 per month for individual subscribers.

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this is my personal singularity moment this post may sound like a paid ad. I only wish. I'm concerned, more so than happy. the world is changing, and, among the scenarios where AI goes terribly wrong, inequality is the most realistic, yet, the one Anthropic seems to be the least concerned about. I'm glad OpenAI is taking the opposite stance: *personal AGI for everyone*. I think this is a commendable position in the times we live. but who am I in the queue of the bread? anyway, Fable is here, so I'll just report my first-hour experience first of all, all my pet prompts are solved. → λ-calculus puzzles → bug questions → one-shot apps all are trivial to it. I don't have anything harder other than my ongoing work so, in the last several days, I've been toying with HVM5, a new interaction net evaluator with a faster loop. after writing the first version, I left 32 GPT-5 agents working for ~20 hours each. this resulted in up to 2x speedups, but the file size increased by 2-fold and quality decreased significantly. I then simplified the whole thing into an even simpler core, and left Opus 4.8 and GPT 5.5 optimizing it for 8 hours. Opus got a legit 6% - 34% speedup in most benches. GPT got better results, but, sadly, an unusable file. I then asked Fable to optimize it. 2 hours later, it landed a 1770% speedup in one case, 100%+ in other 4, and 22% in average. yes, in 2 hours it outperformed me, opus 4.8 and a swarm of gpt 5.5 agents, by one order of magnitude. that could not possibly be legit. "it must be hardcoding the benchmarks" (GPT trauma). so I read its explanation and what it did was, indeed, the most high impact optimization one could try first. seems like HVM5 was wasting a lot of time garbage-collecting unused branches of pattern-match nodes. I had optimized that for static mats, but not for dynamic mats. skill issue. Fable figured how to do it for these, resulting in a massive speedup in some benches but wait, is that *correct*? I'm not sure yet, it is credible, but this is the kind of thing that is very easy to get wrong on interaction nets. the problem is, when I was ready to start auditing Fable's solution so I could tell whether it was buggy or legit, it interrupted me to tell me it had found a massive bug on the code *I* had written. ... wait, what? so... for garbage collection purposes, I stored a bit on lambda term pointers that meant "the variable bound by this lambda has been freed, so, its lambda must free whatever argument it is applied to". that's fine. yet, on duplicator nodes, I also used the same bit to mean "one of the duplicated variables was freed, so, treat this dup as a passthrough no-op". so, if a lambda entered a duplicator, it would mistake the lambda's collection bit for its own, resulting in corrupted interaction! that's a mouthful, why I'm writing this? just so you can appreciate the sheer absurdity of what just happened. I didn't ask it to find bugs. I asked it for an optimization. and even if I did ask it to find bugs, this bug is so astonishingly subtle and specific, identifying it takes mastering the domain to an extent that it beyond even me. I'd easily need hours or days to fix it, *if* I ever came across it. chances are it would just go unnoticed. and Fable found it and fixed it like it was nothing, while it was busy adding a 17x speedup to a file that neither I, nor Opus 4.8, nor a fleet of GPT 5.5 managed to barely make 2x faster. oh and there is also another tab where it is also ripping through Bend's codebase and finishing everything I had to do I don't know what to say anymore this isn't about Anthropic or OpenAI, this is about our collective future as a species. the world is changing, and we need to be aware of it, and discuss how to handle this change. receipt below . . .

T-1 before $DROPEE TGE, and I think the market is finally starting to understand why @dropee_app keeps getting attention across CT. The thesis is no longer just: “AI + Telegram.” It’s the convergence of: 📲 Telegram distribution 🤖 AI-native production 🎮 portfolio-scale app iteration 💰 built-in monetization 🔄 structural buybacks And from a builder perspective, the most important piece is Dropee Create. Most people still think Dropee Create is just: “AI generating Telegram apps.” But after digging deeper, I think the actual value proposition is much bigger. Dropee Create is trying to automate the ENTIRE operating stack behind Telegram Mini Apps. Not just coding. A creator can describe an idea in plain English, and the platform can automatically: 🧠 generate gameplay loops, progression systems & retention mechanics 🎮 design missions, rewards, upgrade systems & engagement flows 🎨 create character assets, UI layouts, branding & animations ⚙️ produce production-ready Telegram Mini App code 🌐 integrate TON wallets, token utilities & on-chain actions 💰 plug directly into Telegram Stars, ad monetization & $DROPEE incentives 📈 build referral systems, onboarding funnels & viral growth mechanics 📊 analyze engagement behavior to optimize retention and monetization That last layer is probably the strongest moat. Because in consumer apps, the hard problem is usually NOT: “Can you build something?” The hard problem is: ❌ Can you retain users? ❌ Can you monetize efficiently? ❌ Can you lower acquisition costs? ❌ Can you iterate faster than competitors? ❌ Can you scale distribution profitably? Most AI builders today only solve the first step. Dropee Create is trying to solve the full lifecycle: idea → product → monetization → growth → ecosystem retention. That’s why the Voodoo background matters so much. The team already understands: 📊 retention curves 💰 monetization optimization ⚡ rapid experimentation 📈 scaling consumer apps at massive volume Now they’re combining that operator experience with: 🤖 AI-native production 📲 Telegram-native distribution 🌐 TON-native payments & onboarding Which changes the economics of app creation dramatically. Traditional studios are constrained by: • developer bandwidth • production cost • long testing cycles • slow feedback loops Dropee Create reportedly compresses this into: ⚡ ~14-day concept-to-monetization cycles 💸 ~90% lower production costs Meaning the ecosystem can continuously: • test new app concepts • launch faster • scale winning products • kill weak performers quickly And unlike single-app ecosystems, Dropee compounds value across a portfolio. Every app connects into: ⭐ Telegram Stars 📢 shared ad infrastructure 🎁 cross-app $DROPEE rewards 🌐 unified TON onboarding So successful apps strengthen the broader ecosystem instead of existing independently. That portfolio structure is probably the strongest defense against the “post-airdrop collapse” problem Telegram ecosystems keep facing. And importantly: the traction already exists pre-TGE: ✅ 13M+ users ✅ ~$2.5M revenue ✅ 8 live applications ✅ #1# on TON in December Which makes the token mechanics much more compelling. Up to 50% of ecosystem revenue is allocated toward $DROPEE buybacks. Meaning: more creators → more apps → more monetization → more revenue → more structural buy pressure. Telegram distribution. AI-native production. Portfolio economics. Proven operators. Live revenue before TGE. That’s why the market keeps circling back to Dropee. ChainGPT Pad pre-sale closes today. TGE tomorrow 🚀 #Dropee# #DROPEE# #TON# #ChainGPTPad#

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Got your fit ready? You should. Tag who you're bringing and drop in the comments #GalaxyExperience# and #GalaxyS26# Ultra if you're pulling up. @marktuan is landing in Santa Monica TOMORROW. Come see him live at the T-Mobile Wilshire & 4th Experience Store. A FREE, one-day-only Meet and Greet powered by @SamsungMobileUS, April 4. #Samsung# #SamsungxDIVE# #GalaxyExperience# #GalaxyS26# Ultra #GalaxyExperiencexMarkTuan# #ad#

Mark Tuan (@marktuan) is joining the Samsung Galaxy Experience Tour 📷📷 Want your question answered by Mark? We’re recording a live Q&A and adding the video to our YouTube playlist alongside other artist interviews from the Galaxy tour. Post your question below using #GalaxyExperience# + #GalaxyS26# 📷 Catch him live at the T-Mobile Wilshire & 4th Experience Store in Santa Monica on April 4th. One day. Free. Don’t miss it. 📷 April 4, 12–2 PM PDT RSVP via link in bio. Don’t sleep 📷 After you post your question and RSVP, head to @SamsungMobileUS YouTube page to watch more interviews. Don’t forget to subscribe and follow. (Questions randomly selected, not guaranteed.) #Samsung# #SamsungxDIVE# #GalaxyExperience# #GalaxyS26# Ultra #GalaxyExperiencexMarkTuan# #ad#