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Trending UpSnapshot Window: 2026-10-04 11:10 UTC · ← Back to Non-Crypto Overview
Topic Engagement Summary
Total Engagement - Comments: 318, Retweets: 166, Likes: 2460, Impressions: 391968
Verbatim Citations & Public Discussions 94 source posts analyzed
· 2026-10-04T03:46:24+00:00PEOPLE FOR THE LOVE OF GOD I GRABBED THE TITLE AND SAVED IT THERE NOW I DON'T REMEMBER WHERE I SAVED IT TELL ME WHETHER THE CNH WORKS OR THE E-TITLE
· 2026-10-04T10:00:33+00:00I made an ordinary train game #ゲーム制作 #gamedev
· 2026-10-04T07:34:16+00:00The iPhone 6s phone screen from 11 years ago can be weighed
· 2026-10-04T05:01:17+00:00Confirmed to be 6.1 Ultra fast not 6.1 Astra I have a sneaking suspicion they’ll push for a 6.5 in Nov/Dec These model release times are really becoming compressed.
· 2026-10-04T02:22:41+00:00Google really sucks at naming things Everyone else is like Codex, Muse, Claude At most 6 letters But when it gets to them, it's Antigravity Hard to remember and hard to type One quick search and the meaning is anti-gravity You trying to take off into space or what?
· 2026-10-01T20:47:01.082000+00:00YSK: You can search your browser history for a word or phrase from a webpage Suggested
· 2026-10-04T11:19:00+00:00JUST IN: Trump launches “Super Intelligence Force” tasked with assessing the risks of AI & recommending what role the federal government should play.
· 2026-10-04T11:14:52+00:00How retarded can be AI-written Community Notes? It's literally explained in the video.
· 2026-10-04T10:30:00+00:00VPN airports have actually been under constant attack during this period. The ones I use personally sometimes get disconnected for tens of minutes. So, the Chinese people who can still access X right now are basically the elite of the elite.
· 2026-10-04T09:12:32+00:00表弟国庆放假来我家说做 Web4.0 半年 提了一辆宝马X5 我问他怎么赚钱的？ 他说靠Claude Code 靠，Claude Code 怎么赚钱？？？？？ 我连怎么不被封都没搞明白！！！ 有没有大佬指导下？？？！
· 2026-10-04T10:17:31+00:00The drone only moves because it was never glued to the robot. Design draws the hangar. Design-Layer cuts it into five transparent sheets: robot, spherical drone, hologram, orange toolbox, workshop. The hole behind the figure is filled, not left blank. Then the drone drops
· 2026-10-04T03:40:16+00:00Just found out Download the desktop version of Deepseek Harness and you can claim gift credits
AI visual note: The image shows a welcome screen for DeepSeek Harness with a "开始设置" (Start Setup) button, and a notification at the bottom indicating that 6 yuan in gift credits (赠金) have been deposited into the account, valid until 2026-10-11 11:39 (Beijing time). This directly illustrates the post's tip about claiming gift credits after downloading the DeepSeek Harness desktop version.
· 2026-10-04T10:25:00+00:00Brothers, you've climbed over the wall and even downloaded Telegram, but in the end, you still only know how to join resource groups? Such a massive information hub, and you're just using it to hunt for films—honestly, that's some bubble-brained stuff. TG clearly has a killer
· 2026-10-03T11:40:14+00:00What truly limits the imagination of Physical AI may not be the model parameters, but rather the fact that the model hasn't seen much of the real world at all. Language models can draw massive amounts of text from the internet, but for robots to understand stairs, warehouses,
· 2026-10-01T18:26:59.964000+00:00[Update] Cercube for YouTube update: new iPad layouts and cache improvements Suggested
· 2026-10-04T09:31:51+00:00X 开通原创只是解锁了打工门槛 如果你当天停止发帖，它会立刻断流 反观隔壁 YouTube，爆了一条可以吃好久的流量收益……
· 2026-10-04T09:55:10+00:00DON’T PAY $300 TO LEARN AI AGENTS. An Anthropic engineer just broke down where agentic AI is actually heading: Agents → Loops → Graphs → Orchestration → Self-improving systems. But if you actually want to BUILD these systems, don’t stop at watching. I’ve added FREE
AI visual note: An infographic comparing Agent Harness Engineering (which builds the environment with tools, memory, permissions, APIs, filesystem, and runtime), Loop Engineering (which improves work through think-feedback-act-repeat-check cycles), and Graph Engineering (which controls workflow with nodes, branches, joins, parallel, and state), noting 'Three different layers, three different jobs' and 'Environment → Feedback → Flow'.
· 2026-10-04T09:50:48+00:00rednote update
· 2026-10-04T10:46:34+00:00Baton passes in generation 3 can leak to normal party switches without the move ever being used. Selecting baton pass in battle stores a variable that the party switch code later reads regardless of if the baton pass actually occurred. In link battles, you can infect the
· 2026-10-04T10:31:01+00:00Arrival !! The black tech that's absolutely essential for dry matrix setups A regular hub definitely can't handle 3 phones—running phone RPA, it'll drain the battery after just a short while of data crawling And this all-in-one hub that combines charging and USB data transfer,
· 2026-10-04T11:06:12.331000+00:00Using real shadows to play a video game
· 2026-10-04T09:45:00+00:00Sanayi ve Teknoloji Bakanlığı ile T3 Vakfı yürütücülüğündeki Havacılık, Uzay ve Teknoloji Festivali (TEKNOFEST), son gününde Şanlıurfa GAP Havalimanı'nda ziyaretçilerini ağırlıyor.
AI visual note: A Turkish fighter jet labeled 'HÜRJET' with a Turkish flag on its tail is on display at an outdoor airshow, with crowds of people and a geodesic dome in the background.
· 2026-10-04T10:20:46+00:00GLM-5.3-Flash 一句话做出来的效果 国庆什么时候放完假？期待 GLM-5.5！！
· 2026-10-04T11:06:03+00:00GOOD NEWS Tesla has taught its charging pad how to tell heat from metal Wireless EV charging has a tiny enemy: a stray coin or nail. The same magnetic field that powers your car can easily turn that metal into a hot plate. Tesla's patent application US 2026/0299157 A1
· 2026-10-04T10:48:00+00:00三星 HBM4 报价直接炸场！ 明年长协单 GB 报价接近 5 美元，对比现在 HBM3E 全球均价 1.5 美元，涨幅直接突破 300%。 规格上 HBM4 稳定速率 11.7GB/s，峰值冲到 13Gbps。TrendForce 预测明年 HBM 整体均价涨幅超 150%，和三星给出的报价基本对上，三星下半年在 HBM 赛道发力明显。
· 2026-10-04T09:40:02+00:00The Laravel Ticket package by @coderflex offers a backend API for a custom ticket system - madewithlaravel.com/laravel-ticket
· 2026-10-04T09:32:44+00:00云端 agent 最尴尬的时刻：活儿还没开始干，先卡在登录页。 agent-cookie-sync 就是来解决这个的。一个 Chrome 插件加一个本地小程序，把你在自己电脑上已经登录的网站 cookie 定时导出到本地文件夹，你的 bot 拉过去注入它自己的
· 2026-10-04T10:00:59+00:00ワームホール演出を実装 #indiedev #ゲーム制作 #puzzle #puzzles
· 2026-10-04T10:02:30+00:00马斯克觉得最重要的人，都在X！不在X的都不重要！
· 2026-10-04T09:55:55+00:00Is Opus 5.5 Ultracode AGI?
· 2026-10-04T10:45:14+00:00Anthropic Engineering: "At Anthropic, we don't write prompts anymore. we build loops" in 42 minutes, she shows how the Claude team creates loops that prompt themselves if this cost $400, people would call it the best agents course of the year it's free watch it, and Bookmark.
· 2026-10-04T09:16:00+00:00X朋友圈和微信朋友圈的区别： 微信朋友圈是固定的 X朋友圈是流动的的
· 2026-10-04T10:49:56+00:00Anthropic just shipped a pair programmer for your pair programmer "You Should Know" - a built-in Claude Code mod A side agent watches every turn and calls out mistakes on both sides: Claude → fake "done", skipped reads, swallowed errors You → risky pushes, leaked secrets,
AI visual note: A macOS code editor window displaying 'opus 5.5 + YOU SHOULD KNOW side agent' as the file title, containing an XML-formatted system prompt with roles like <watch_me>, <watch_claude>, <on_flag>, and <final_check>, and a 'Copy prompt' button at the top right.
· 2026-10-04T10:24:30+00:00helped a client revamp their vibe-coded project last week, love how it turned out
· 2026-10-04T09:45:27+00:00强烈推荐 实测了两个月的小猫梯子 速度超快 不限设备 28 一年，性价比更是直接拉满 做备用真的算梦中情梯了！！！ kitty.fo/register?invit … 怕跑路，一定要填写邀请码！！
· 2026-10-04T10:23:00+00:00Lody 官方没有 iOS 客户端，这个社区独立维护的开源项目让 iPhone/iPad 用户能在移动端接入远程 Lody 服务，进行编码代理会话聊天、代码 diff 查看和远程工作区浏览。 github.com/Innei/lody-ios 作者花一周把 React Native 加自定义 Swift 模块 LodyKit 的混合架构跑成了 TestFlight 可装的 Beta（要
· 2026-10-04T11:02:32+00:00holy sh*t. Sam Altman just broke down how to actually use DOTS agents a dot is an agent that never switches off. it runs on its own cloud computer, follows your access and uses the plug-ins you already connected. the trick: give it responsibilities, not tasks. the goal and the
· 2026-10-04T09:08:21+00:00New update to the browser version of my new game is now available on itch! Also, over 1000 players have already joined the playtest on Steam! Thank you so much!
AI visual note: Promotional artwork for 'Dwarves Idle Battles' shows fantasy characters including dwarves and a wizard in a desert landscape.
· 2026-10-04T10:45:46+00:00哇，GPT-6.1 Sol 建的这个 3D 岛屿，简直就是我的梦中情岛 海边小屋、满海游鱼，还有一艘慢慢驶回来的小船。 这种会呼吸的 3D 小世界，我真的能看一天。
· 2026-10-04T10:37:26+00:00大佬绕过，新手小白学习来，大佬们都说用Claude可以做高质量的视频，咱们新手实操发现做不了。 今天就用 Claude 做了个带配音的 3D 动画视频，全程没写一行代码。完整步骤如下 1、准备工具 装好 Claude 桌面 App，网页版存不了文件到你电脑上。再去 MiniMax 注册一个账号，拿到 API
· 2026-10-04T09:52:44+00:00不停有人让 AI 帮忙把正常表达改成黑话、缩写、谐音，只为了绕过审核。 一次两次看起来没什么。 但如果这种东西越来越多，最后又反过来进入互联网语料、进入下一代模型训练集，会不会出现一个很讽刺的结果： 我们为了让 AI “看不懂”，不断制造垃圾语言； 最后 AI
· 2026-10-04T06:31:52.624000+00:00Construí una herramienta de código abierto para ejecutar agentes de IA locales de forma visual... en dispositivos viejos solo con CPU. Suggested
· 2026-10-04T10:08:57+00:00Gave @DopeRakshith 's new Wity model a Where's Waldo test. Cut the page into 729 tiles and asked every tile one plain question: is Waldo here? No detector, no hints, no location. Just its eyes. His tile came out #1 of 729. Whole search costs 0 dollars.
· 2026-10-04T09:25:21+00:00电报换手机无法登陆，飞机号，电报汉化，电报解除敏感，纸飞机登录收不到验证码的真相：TG对国内手机号短信成本较高，因而弹出Premium订阅（一周短信费）提示。解决方法：更新官方最新版客户端登录。 @AkramAboushosha
· 2026-10-04T10:46:58+00:00Greg Brockman says the real lever is setting the initial conditions that decides how a technology is born
· 2026-10-04T09:34:00+00:00I only realized the train was delayed when it was almost time for departure—how is the ticket refund fee calculated? There's a 12306 Delayed Train Refund Assistant that can help you quickly check recent train delays and related refund rules. ① Real-time aggregation of train
AI visual note: A Chinese website for 12306 free ticket refund assistance, featuring a blue header and a bulleted list explaining why to use the service.
· 2026-10-04T10:15:00+00:00做AI副业，第一课不是学技术 是先把服务器钱省下来 阿里云个人版送300元额度 4核8G云服务器，176款产品免费试 额度内不扣费，到期自动停 11家免费VPS一帖收齐 先码住，过期不候
AI visual note: A Chinese infographic lists 2026 free VPS trials including Oracle Cloud (永久免费), 阿里云 (300元), AWS ($200/6个月), Google Cloud ($300/90天), Vultr, DigitalOcean, Azure, and Kamatera.
· 2026-10-04T10:47:46+00:00甲方爸爸过了，所以这条视频可以放出来了 用Opus5.5花2个多小时做出来的，实际生产场景里的AI剪辑应用。 朋友们可以对比下和上一版Codex剪出来的区别。
· 2026-10-04T10:06:00+00:00手动发货可以扔了，闲鱼这款免费自动发货工具真香！ 双手一撒，效率直接翻番。闲鱼自动发货 ： pan.quarkt.xyz/s/45c50088933c 真免费、也不用挂机的闲鱼自动发货方案，来了。 教程、素材、电子资料（网盘链接）、优惠券、兑换码这些都撑得住， 买家一下单，货就自动送进他闲鱼 App。 24 小时自己盯着，
AI visual note: A dark promotional banner with Chinese text reading '闲鱼自动发货软件' (Xianyu Automatic Delivery Software) and the tagline '虚拟玩家必备神器' (A must-have tool for virtual players).
· 2026-10-04T10:40:31+00:00People who did learn coding in 2022 vs the people who did learn after some years
· 2026-10-04T10:09:03+00:00Alexandr Wang left MIT at 19 to start Scale AI he was a self-made billionaire by 24
· 2026-10-04T10:49:22+00:00不懂就问： 看了20多个100k+粉丝的X账号 他们随便一发都是10k+的曝光量 每天都有100k+的帖子 难道10万粉以后，流量真的开始起飞了？
· 2026-10-04T10:44:58+00:00Vidu Q4お試しで ハロウィンのドタバタ大追跡を作ったッス お菓子をジェットかぼちゃロボに盗まれて 街じゅうを追いかけ回すお話ッス！ Viduはスピード表現や激しいアクション よりもこういう表現の方が得意かな？と思って
· 2026-10-04T09:08:34+00:00first time changing my lockscreen since 1 year, kinda nervous
AI visual note: A smartphone lock screen showing the time 11:07 on Sunday the 4th, with the wallpaper featuring two people hugging against a pink background.
· 2026-10-04T11:07:11+00:00My jelly world now has its own island Claude Opus 5.5 vs ChatGPT-6 Astra I prefer Opus’s water: the transparency, reflections, and a whole storm from moving the mouse. But Astra feels more like jelly - the edges bend and the whole island wobbles Estimated API cost: Opus
· 2026-10-04T10:35:32+00:00AIさん… いっぱいシャッターは切ったのだけど、躍動感すごすぎてフレームに収まりきらないのが大量に… カメラ練習します #ボンサイ#BNSI#AI
AI visual note: A smiling young woman on stage holding a pink and black microphone, wearing a blue and white outfit with her arm raised energetically.
· 2026-10-04T10:36:00+00:00显卡不够用？不一定非得继续加卡。 exo 是个开源 AI 集群项目，GitHub 已经 4 万+ Stars，思路就是把手里的多台设备组合起来跑模型。 ① iPhone、iPad、Mac、树莓派都能作为节点 ② 同一局域网自动发现设备，P2P 连接，本地完成推理 ③ 根据设备性能和网络情况，自动分配模型计算任务 ④
![[caption-failed: image unfetchable or no caption]](https://pbs.twimg.com/media/HTtI1libwAEEA0q?format=png&name=small)
AI visual note: [caption-failed: image unfetchable or no caption]
· 2026-10-04T09:39:10+00:00UI/UX designs: These are excellent, high-quality 3D mobile app mockups targeted at kids (educational / social / learning apps).
· 2026-10-04T09:58:37+00:00My friend makes $1.2 million a year as an Anthropic engineer. I asked him how he learned prompting so well. He sent me a video that was never supposed to get out. Their core team's prompting playbook. You won’t find anything better about prompting than this 30 minutes
· 2026-10-04T09:51:12+00:00AI didn’t create the data problem. It multiplied it. A few years ago, at QuickCheck, we spent weeks building a machine learning model, and when it went live, it failed for a bunch of clients. The model was great but the data was terrible. Today the roadmap is full of buzzwords:
AI visual note: A comparison meme titled 'AI FIRST' vs 'DATA FIRST'. The left side shows a decaying wooden pier with broken robotics ('You built fancy automated stuff... But you'll collapse.'), while the right side shows a stable concrete pier ('You care about value... and stable systems.').
· 2026-10-04T09:20:00+00:00横屏素材硬裁竖屏，画质和构图一起废？ 这套冰岛火山素材直接配好 1080×1920 竖屏版，抖音、视频号拿来就用。熔岩喷发铺满画面，冲击感直接拉满。 pan.quarkt.xyz/s/2881fd0e279d
AI visual note: A graphic illustration about image cropping with the Chinese text "横屏硬裁竖屏" (Force-cropping horizontal to vertical) and "损失的只是边缘" (Only the edges are lost), showing a volcanic landscape with red and green overlay frames.
· 2026-10-04T09:16:15+00:00The duality of Night City #NightCity #Cyberpunk2077 #openworld #gamingvideo
· 2026-10-04T09:30:39+00:00Your AI can build interfaces. These skills help it build better ones. Save this ↓ - frontend-design ui-skills.com/skills/anthrop … - apple-design ui-skills.com/skills/emilkow … - beautiful-shadows ui-skills.com/skills/mengto/ … - accessibility ui-skills.com/skills/addyosm … - design-review
· 2026-10-04T11:04:22+00:00哇塞，有点样子了！ 有网友留言要我把一键生长视频的经验 我把豆包里制作《一纸烬书》的生成过程导出来 放到codex里炼成skills 由于五小时额度用完了 就把这个skills导入到workbuddy 在workbuddy 里进行测试 我输入的提示词是： （skill名） 生成120秒，人间四月天女主角视角的视频，提供全套方案
· 2026-10-04T10:04:50+00:00Vangrid is turning everyday smartphone videos into useful 3D spatial data. You capture real-world spaces with your phone. @vangrid_io turns them into Gaussian splats and point clouds. Privacy blurring happens on-device. Base attestations help verify provenance. And there’s
· 2026-10-04T09:20:00+00:00fable 5.5 might be about to shake things up some users are already getting routed to the new fable 5.5, and the results look seriously impressive i’ve been testing the model over the past few days and it feels like a massive upgrade over fable 5.1 — the quality jump is
· 2026-10-04T10:30:45+00:00インテリアコーディネートの半分は、 「うーん……」と悩みながら 同じイスを12回動かすこと。 『シーンステッカー：ぽかぽかルーム』の体験版がSteamで配信中! #ゲーム開発 #インディーズゲーム #まったりゲーム
· 2026-10-04T10:46:18+00:00It looks like construction workers have gained another competitor. And this one doesn't take days off. In the past, a construction robot meant heavy machinery - cranes and excavators. But now, it simply walks up to a wall and starts plastering it with its own hands.
· 2026-10-04T10:35:00+00:00手头那台苹果早就不管了的旧 Mac，还能不能跑新系统？OpenCore Legacy Patcher 给的答案是能。 连 2007 年出厂的老家伙，都能装上 macOS Big Sur 甚至更新的版本用起来。 Wi-Fi、显卡加速、个人热点这些都有对应适配，系统更新装完之后也照常推送，不影响。 仓库地址： github.com/dortania/OpenC …
AI visual note: A GitHub README page for 'OpenCore Legacy Patcher' written in Chinese, describing a Python-based project built on Acidanthera's OpenCorePkg and Lilu, designed to run macOS on unsupported Mac computers with 98.4% Python usage and 28M downloads.
· 2026-10-04T10:37:01+00:00除了动画和 Neon 霓虹光晕，还加了一个最基本的打字的时候类似于 word 文档的那种平滑文本光标的效果。Ndx 启动！
· 2026-10-04T08:42:41+00:00Khảo sát chỉ số AI năm 2026 cho thấy Việt Nam gần như đứng yên so với năm ngoái, nhưng bên trong đã đổi rất nhiều. Niềm tin vào độ chính xác của thông tin do AI tạo tăng từ 65,6 lên 69,4 phần trăm, nghĩa là người Việt tin AI trả lời đúng hơn trước.
AI visual note: Vietnamese news graphic dated 03/10/2026 discussing AI trust, stating that 69.4% trust AI but 40.7% feel comfortable saying what AI does, with hashtags #AIAgent #VipZone.Vn #nguyenchitrongnghia.
· 2026-10-04T09:58:58+00:00这种批量作图的工作台应该都需要吧哈哈哈，搓了三天终于有雏形了
· 2026-10-04T10:51:59+00:00Elon's in talks with TSMC about making his chips in Texas, and holy shit, that's a bigger deal than any car launch this year. The rumour dropped Friday that TSMC is looking at a role in Terafab, the $16.8 billion chip plant Tesla and SpaceX are building in Grimes County. On
AI visual note: An aerial view of a large industrial site with cleared dirt areas, surrounded by dense forest, with vehicles and equipment visible; the name 'CURRIE SMITH' appears in the top right corner.
· 2026-10-04T11:12:02+00:00Very promising. Germany has finally released a competent model, nicely done @Aleph__Alpha . Going to be running evals on this model. Will share my findings soon.
· 2026-10-04T10:43:00+00:00The global AI landscape is facing major power shifts. Tech giants are under siege from commercial pressures and ethical risks, inadvertently sparking a wave of backlash through decentralized open-source AI. Meanwhile in Vietnam, despite 95% of users being familiar with AI,
AI visual note: A futuristic cityscape featuring a glowing digital tree emerging from a shattered glass cube, surrounded by sleek white skyscrapers and onlookers.
· 2026-10-04T09:46:47+00:00飞机中文，登陆电报显示收费怎么办，telegram账户，电报卸载换手机登陆不上，纸飞机登录一直提示开会员才能验证？其实是TG对国内手机号短信成本高的套路。换官方最新版客户端登录，通常不用付费也能收到验证码。 @AkramAboushosha
· 2026-10-04T09:31:42+00:00我已经哭了 怎么还有人不知道MUSE可以生成不输于seedance2.0的视频 而且还免费，大哥们快快使用我的邀请码啊！
AI visual note: An iPhone screenshot shows a personal hotspot settings screen named 'Popes', with the rest of the content pixelated for privacy.
· 2026-10-04T10:00:01+00:00"Amazing" is doing the work here. A video that sells is not a video that renders. You cannot code your way past deciding what to show. That decision belongs to a human who knows the buyer.
· 2026-10-04T11:03:04+00:0020 YEARS TO OWN THE FIRST CLICK. 1 AI AGENT SENDS THE ORDER SOMEWHERE ELSE. The article estimates Amazon's advertising business at ~$80B. Its argument: a personal agent with permission to use your calendar, preferences and payment details can shop without opening a marketplace
· 2026-10-04T10:45:16+00:00那么问题来了： 为什么有人顶着一个熊头像，也能把 IP 做起来？ 因为这种属于先有内容，后有 IP。 长期高频发帖，同时基本保证内容质量，时间一长，大家认的已经不是那只熊，而是熊背后的表达方式、判断和稳定输出。 Alan 走的是另一条路。 他已经在 Web2
· 2026-10-04T10:46:54+00:00An agent's speed is filed under tokens per second. Most of its clock runs outside the model. The model picks a step, then waits on a test or a build. In TraceLab's coding traces, tools took about 60% of request time. In 1967 Gene Amdahl found 40% of instructions went to
· 2026-10-04T10:42:10+00:00Bạn nghĩ sao về việc áp dụng AI?
· 2026-10-04T11:11:24+00:00Utilizing idle phone power transforms AI computing capabilities
· 2026-10-04T11:16:06+00:00Monorail's efficiency is truly a game changer
· 2026-10-04T11:15:50+00:00Browser-based robotics control opens new possibilities
· 2026-10-04T09:50:22+00:00Reputation reflects broader history while Contribution measures what you actually ship to a campaign, creating a more nuanced access model.
· 2026-10-04T10:59:43+00:00Battery dies fast but data pays off
· 2026-10-04T11:05:37+00:00Real‑world 3D data unlocks true autonomous navigation.
· 2026-10-04T11:08:46+00:00AI bounty model rewards creators for footage
· 2026-10-04T11:13:33+00:00Mã nguồn mở đúng là hướng đi hay.
· 2026-10-04T11:00:57+00:00AI search will only win if it learns user intent, not just tickers.
· 2026-10-04T11:10:15+00:00Diverse inputs drive real value in distributed networks
· 2026-10-04T10:29:23+00:00Smarter models still need better eyes on the physical world.
· 2026-10-04T10:36:46+00:00Privacy wins when users barely notice the infrastructure protecting them.