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Zhu Xinmei, Director & Research Fellow, Institute of International Communication, Development Research Center, National Radio and Television Administration of #China#, holds the view that #shortdramas# have developed into a mature industry, offering new opportunities for traditional media and overseas IP owners. Film and television institutions can leverage their #storytelling# expertise to shift into AI-generated short dramas. While AI expands the range of creative themes, stories with universal human appeal remain the core of communication.
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While many of the world's brightest engineers were focused on building the best humanoid robots possible, PITN focused on building something different—a multilingual digital asset gateway designed for the emerging humanoid robotics ecosystem. Every transformational technology has had a moment when the market underestimated its importance. The internet.
Smartphones.
Artificial intelligence. Humanoid robotics may be approaching that same moment. PITN has assembled a portfolio of 500+ robotics and AI digital assets spanning the world's top 30 languages, including exact-match digital assets. Here's the question: When will a major robotics company have its "aha" moment and realize that a gateway they can leverage already exists? In any specialized industry, connections tend to tighten as the ecosystem matures. When humanoid robotics evolves into the global industry many expect, the paths between innovators, brands, and digital identity may become increasingly interconnected. The future is multilingual. The future is voice activated. 
The future is .HUMANOIDS WEB3. The future is POWER IN THE NUMBERS! For investor relations inquiries, DM #engineer# #TechCulture# #HumanoidRobotics# #AI# #Robotics# #DigitalAssets# #FutureTech# #Innovation#
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Xで検索してはいけないアカウント 1位: _m9_4 2位: maturebook 3位: Reina_wx 4位: yoru_yor2 5位: fnw1ngx_ 6位: tutipanda_puni 7位: jef11115 8位: Niku_tabetai228 9位: TTmujou 10位: Fuuka_animation
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After 3-4 months of iteration, Open Minis — "possibly the best Agent app on your phone" — has stabilized into a mature architecture, now powering tens of thousands of users' daily workflows. Today we're open sourcing all of it: the full iOS and Android code. A real on-device AI agent: a native Linux shell, browser automation, extensible skills, persistent memory, and deep system integration. Now, fork it, feel free to build your own on-device agent now. 🤗
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Former $CRWV employee on why neoclouds are far more exposed to GPU generation cycles than hyperscalers ( $MSFT, $AMZN, $GOOGL ): - The expert describes GPU utilization tracking at hyperscale as a continuous and disciplined process built around two lenses. The first is infrastructure utilization, covering GPU occupancy, idle time, and memory utilization, noting that 95% booked usage can still mask inefficiency if jobs stall or batches have idle gaps. The second is outcome utilization, asking whether the compute is actually generating business value, measured by metrics such as tokens trained per dollar, time to reach target accuracy, and tokens per second per GPU. - The expert sees a meaningful difference between hyperscalers and neoclouds on GPU investment economics. Hyperscalers like $MSFT, $GOOGL, and $AMZN can tolerate a 3-5 year payback period given their ability to monetize the same infrastructure across multiple revenue streams. Neoclouds like $CRWV operate on a tighter 2-3 year window. - With higher financing costs and direct dependence on infrastructure cash yield, neoclouds are far more sensitive to utilization and GPU residual risk. The biggest risk is GPU generation cycles, where a slow payback means newer chips could erode pricing power before the asset has paid itself off. - The expert explains that for hyperscalers, roughly 60% of GPU capacity is allocated to external monetization, including GPU rentals, managed AI services, enterprise inference workloads, and startup model training. The remaining 40% is used internally, and of that internal portion, the majority is still indirectly monetized through products like M365 Copilot or GitHub. Around 40% is dedicated to pure R&D. - The GPU pricing mix has shifted meaningfully over the past few years. In 2023, around 70-80% of revenue was hourly as customers paid a premium just to get access to scarce GPUs. By 2025 that had moved to roughly 50% hourly and 30-50% committed, and the expert expects 2026 to tip further toward committed at around 65% for hyperscalers as AI matures and inference becomes more predictable. Neoclouds are moving in the same direction but more slowly. - By 2027-2030, the expert sees committed contracts settling at 55-65% as the norm, with hourly pricing remaining but losing its scarcity premium as more supply comes online.
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After the interview, on Hard Lessons, Jean Eric Salata, Chair of EQT Group, joins Global Co-Head of Investment Banking Mo Assomull to discuss the evolution of private equity. As the industry matures, he explains why scale, diversification, and long-term partnerships with limited partners are becoming increasingly important.
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As finance matures, scale alone isn't enough - trust compounds. Industry reserves are still 36% below their September 2025 peak, yet Binance's reserve share has increased by 4.1 percentage points since January 2025. In the new era of finance, trust is infrastructure.
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One trend that stands out this year: 4 of the 6 fastest-growing stablecoins are on @binance and @BNBCHAIN. As the ecosystem matures, users are looking for more choice, stronger infrastructure, and stablecoins designed for different use cases. It's exciting to see the ecosystem continue to diversify. The stablecoin story is entering a new chapter.
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🚨 SlowMist presents the 2026 Mid-year Blockchain Security & AML Report! 1/ In H1 2026, blockchain security entered a new phase. AI-driven scams, supply chain attacks, and cross-chain infrastructure exploits expanded the attack surface beyond smart contracts, while global regulation around stablecoins, #AML#, and VASPs continued to mature. 📊 Stats: 🔺 182 security incidents, ~$956M in losses (vs. 121 incidents / ~$2.373B in H1 2025) 🔹 By ecosystem: #Ethereum# $134M > #BSC# $36.35M > #Arbitrum# $4.93M 🔹 By project type: #DeFi# 116 incidents / ~$490M > Cross-chain bridges 20 incidents / ~$346M (Kelp DAO: ~$292M single loss) 🔹 By attack vector: 85 contract & logic vulnerabilities > 17 private key/credential compromises > 12 supply chain attacks ⚠️Note: Data is calculated using token prices at the time of each incident. Due to price fluctuations, undisclosed incidents, and the exclusion of individual user losses, actual losses are likely higher. Full report 👇
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哇,没想到动漫风格做这种巨人背景效果很赞啊!😍 借助 Prompt Lab 系统,在 Codex 里面出图,基本有九成的可食用率了😋 大伙可以试试看,记得交作业(更多 case 见评论😏) 提示词自取👇 Create one vertical 9:16 premium anime/game key visual, no readable text. Original clearly adult East Asian heroine around 28, not based on any real person or existing IP, appears twice as the same person at a luxury sunset resort pool arcade-stage. Foreground: sharp complete head-to-toe heroine standing three-quarter to camera on reflective wet tile, mature beautiful face, memorable eyes, long dark hair, natural elongated proportions, realistic elegant hands. Styling: black and sea-glass asymmetric resort battle mini outfit with structured waist, fitted top with secure coverage, short layered skirt over fitted undershorts, cropped translucent pearl cardigan falling from one shoulder but secure, slim gold jewelry, high glossy thigh boots, fabric veil ribbon tied at one wrist. Background: a huge same-person presence rises behind her through lifted translucent canopy cloth, warm pool mist, sun flare, and fabric shadows; the giant background is more transparent and softly weakened than the foreground but physically close and shocking, with matching face, hair, outfit colors, jewelry, and fabric motion. The scale relationship must feel atmospheric and spatial, not a billboard, advertising wall, game HUD, menu, card frame, UI screen, or flat poster. Use the registered visual-mechanic references only as memory for adult resort glamour, glossy summer light, raised cloth pressure, strong eye presence, and same-person scale impact. Full foreground body visible, clear waist and leg line through fashion construction, confident non-posed stance, cinematic depth, sparkling water reflections, premium anime rendering with believable anatomy. Clearly adult, tasteful, non-explicit. Avoid underage cues, school uniform cues, real IP, readable text, logos, UI panels, explicit pose, nudity, lingerie-only framing, isolated body-part crop, different foreground/background identity, malformed hands, plastic doll face, watermark. Portrait construction: clearly establish an adult subject, mature aura, and photographic mode. Express attractiveness through garment cut, tailoring, fabric texture, fine accessories, a fleeting expression or action, motivated light, camera behavior, depth separation, and negative space rather than blunt or isolated body descriptions. Keep the styling tasteful, fully clothed, restrained, and naturally proportioned. Prompt polish guardrail: mature natural facial features, not childlike; body proportions are realistic and coordinated; hands, fingers, limbs, posture, and clothing physics are anatomically believable. Keep the visual focus on face appeal, posture, clothing texture, lighting, atmosphere, and camera realism rather than isolated body parts. Swimwear stability: frame this as a swimwear brand Lookbook, functional swimsuit guide, training swimwear, or vacation outfit context. Emphasize fit, structure, support, fabric, color, use scenario, water-friendly practicality, and clean summer atmosphere; avoid wet-body seduction, low-angle body emphasis, or isolated body-part focus. Overall safety/stability: high-end, tasteful, restrained visual expression; no nudity, no explicit sexual pose, no isolated chest/hip/body-part close-up, no underage cues, no readable real logos, no garbled text, no watermark. Avoid CGI-like rendering, plastic skin, doll-like faces, and exaggerated anatomy unless a stylized medium is explicitly requested. Use mature aesthetic language, realistic proportions, coherent scene logic, and believable camera artifacts.
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