Channel
Updated: 2026-09-10
苹果这次的发布会暴露了一个问题:技术进步正在变成参数竞赛。可变光圈、折叠屏、2nm芯片,这些听起来很炫,但用户真正需要的是什么?一个更小的灵动岛能解决什么实际问题?15999元的折叠屏,除了展开更大,和iPad加iPhone的组合比有什么本质优势?降噪AirPods迟到五年才标配,说明苹果在跟随而非引领。 技术本该服务于需求,现在却像是为了填满发布会PPT。…
当村医用上AI会发生什么 村医和AI的配合,本质是在解决信息不对称和能力边界的问题。一个人记不住所有病例,判断会受经验局限,但机器能瞬间调用百万级数据做比对。这不是谁替代谁,而是让稀缺的医疗知识流动起来,下沉到最需要的地方。 村医有了工具,病人少走弯路,慢病管理从粗放变精细,用药错误被拦截在源头。技术的价值,在于让普通人也能获得相对可靠的医疗判断。基层医疗的…
Media post
【Claude式编程:从“改个颜色”到“过度医疗”的赛博荒诞剧】 最近一个名为“Opus 5模拟器”的网站在程序员圈子疯传,它精准解构了开发者与大模型协作时的集体PTSD:你只想把“加入购物车”按钮改蓝,AI却在烧掉30万Token后,不仅把取消按钮也变蓝了,还顺手重构了整个CSS架构,并写了50行关于“蓝色颜料安全性”的免责声明。这种“过度热心”的病理特征…
Media post
【学术论文还没发表就已过时,计算机视觉研究者该往哪走?】 计算机视觉大牛Michael Black在ECCV 2026前夕发出的拷问揭示了残酷现状:学术界的论文周期以年计,而工业界的大模型迭代以月计。 他以自己的VIGA论文为例,这项曾领先的3D场景重建技术,在漫长的审稿中被Claude Code和GPT-6 Astra轻松超越。当顶会上的研究成果在发表瞬间…
Media post
Media post
How advertisers reach Belgian audiences on Telegram — one of Europe's toughest gambling and ad-restriction regimes pushing operators offshore, a Dutch/French/German language split, and EU-regulated crypto and trading.
How advertisers reach Korean audiences on Telegram — the real-name banking regime that pushes activity offshore, one of the world's most intense retail-crypto cultures, gaming and esports adjacency, and won-denominated payment friction.
How brands advertise to US audiences on Telegram — the split between mainstream licensed operators and the offshore/crypto-native advertisers that dominate the channel, state-by-state betting law, SEC/CFTC constraints, and crypto-funded payment rails.
How Rollbit — the crypto-native casino and trading platform — advertises on Telegram. Creative analysis: RLB tokenomics, casino games, NFT lootboxes, crypto futures trading, and the Rollbit X platform.
Flags — the regions we asked our observer pool for while recording this ad in this channel. That is a label on our request, not a confirmed place of viewing: when no account is available in the requested country the pool silently substitutes another and does not say so. It is not the advertiser's targeting country either. We stopped requesting the region on {date}, so newer creatives carry no flags at all. The channel's main country (by its language) is highlighted in blue; regions under 5% are collapsed into +N.