Making AI simple, useful, and practical | Sharing tools, prompts, and insights | DM for collabs 📩: theirishayes@gmail.com

SHOCKING 🚨 : i think the call center as we know it just died. i watched an ai agent take a furious customer, canceled flight, about to miss his sister's wedding, and calm him down better than most humans would. no script. this is ElevenAgents 🧵
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🚨 Jensen Huang Says Something Seems REALLY Off About the AI Labs’ Doomer Narrative JENSEN: “I really don't believe that they're building something they have no idea how to control. Their whole company is out of control…” ANDERSON: “So why are they saying this?” JENSEN: “You're going to have to ask them.” ANDERSON: “I've talked to Dario Amodei and he says this is what I think.” JENSEN: “It doesn't make any sense to me that he would be racing ahead, building more compute then.”
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00:15 - The right way to prompt Claude 33:21—What makes Claude act dumber in your code 01:33:39 - How Anthropic uses Claude every day 02:50:56 - A fix that makes Claude way smarter - This The 4-hour Anthropic free course replaces about 10 paid engineering courses. Watch it today, then bookmark it for later.
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A billionaire sat in a room for 42 minutes and listed every psychological trick that makes people lose money. for free. the finance industry has spent thirty years pretending this recording does not exist. he didn't sell a course. he didn't write a newsletter. he sat in a chair at 96 years old and explained why brilliant people do the dumbest things with their money. then he explained why they will keep doing it. MBA programs charge $200,000 to teach behavioral finance. he covered 25 biases in one sitting. some of them are still not in any curriculum. he gave the entire framework away on camera. the part nobody talks about: he called crypto antisocial. he said index funds will crush most managers. he said private equity is full of wretched excess. he said all of this in a room full of people who manage money for a living. nobody argued. a hedge fund analyst at a top firm told me this is the first thing they send to anyone who joins the desk. not a book. not a model. a 42-minute video of a 96-year-old man explaining why you will be wrong and how to recognize it before it costs you everything. 40 million people have heard his name. almost none of them have watched him explain the 25 ways their own brain is working against them. the lecture is free. he died the following year. it is in the video.
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Most AI agents are built to complete a task. But what happens when the work runs for hundreds of turns? I've been looking at openJiuwen's WorkSwarm, an Apache 2.0 open-source project built around multi-agent coordination. Two things that genuinely stood out: → Persistent Session preserves roles, decisions, boundaries, and authority even when older context gets compressed. In one test, 5 people shared one agent across 189 turns and it caught all 8 cross-role conflicts. → RSI (Recursive Self-Improvement) uses real task feedback to propose, verify, and retain improvements. On SWE-bench Lite, it moved the score from 61% to 87%. If you're building long-running agent workflows, the repo is worth exploring:
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CHATGPT IS A STOCK TRADING GENIUS MOST PEOPLE HAVE NO IDEA HOW TO USE IT. HERE ARE 7 PROMPTS TO UNLOCK STOCK TRADING AUTOMATION 👇🏽
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🚨BREAKING: France wiped Google and Microsoft off 2.5 million government computers. Germany moved 30,000 PCs off Windows. Denmark dropped Microsoft Office. Here's exactly what they switched to and how to do the same:
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Circle it, point to it, and let AI fix the code. The screenshot → feedback → refine loop is seriously useful for web editing.
伙伴们在尝试让 AI 改网页的时候,有没有在这一步卡住: “把按钮挪到标题下面,去把这块删掉,还要旁边那张卡突出一点。” 看着页面觉得很清楚,但是写成文字,却得去解释到底是去搞哪个按钮、哪张卡。能不能直接在截图上圈出来,让 AI 照着改? 我用 @AntLingAGI Ling-3.0-flash-VL 做了个小测试。准备了一张活动报名页,同时把源码和标注截图一起交给它: 红圈里的横幅删掉,按钮移到蓝箭头指向的位置,黄框里的票种设为唯一推荐项。 同一个任务测了三次,三次首版都把按钮放错了。 接着,我把前两次实际渲染出来的页面截图回传给它,让它继续修改。两次都在一轮反馈后通过了全部 17 项验收。第三次停在首版,保留为失败;这组最终完成了 2/3。 这里模型负责看图、修改代码,本地工具负责运行页面、截图和验收。 如果你也在用 AI 改落地页、活动页,这次测试有个值得试的方法: 先在截图上标明要改哪里;首版不对,就把实际页面再截给它看,指出没完成的地方。修改前也写清哪些内容要保留,避免挪好了按钮,却改掉价格或弄坏交互。 这也是我为什么设了 17 项检查:除了位置和推荐卡,还要核对原有文字,点开、关闭报名弹窗,展开 FAQ,再看手机端有没有遮挡、溢出和控制台报错。页面看着改好了,还得点一遍才知道能不能用。 不过,换个目标,它仍然会出错。我把黄框改到“观察席”,它却继续推荐“共创席”。这个变体只测了一次,失败了。 所以,在这组样本里,我看到了模型收到页面截图后修正代码的效果;但换一个位置、换一张卡,仍然需要重新检查。还不能把整页修改放心交给它后就不管了。 57 秒视频里放了标注输入、反馈后的变化、成功和失败结果,标注为已生成结果回放。 你可以照这个过程试自己的页面,也能看到哪些地方需要留给人验收。 - 蚂蚁数科国际站 :computrix.ai/sg/models/model… - 蚂蚁数科 maas 国内站:maas.antdigital.com/models/m… - Ling studio:chat.ant-ling.com/chat 这几个都可以,目前可用的体验地址
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Yann LeCun: we are not going to get human-level intelligence or AGI by just scaling LLMs. “There’s absolutely no way in hell.” “The idea that we’re gonna have a country of geniuses in a data center, that’s complete BS.” “It may feel like you have a PhD sitting next to you.” “But it’s not a PhD.” “It’s a system with gigantic memory and retrieval ability, not one that can invent solutions to new problems.”
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Iris Hayes retweeted
I stopped doing my weekly competitor research manually. I gave Qoder one recurring task: → Track Cursor, Windsurf & GitHub Copilot → Check official updates, X, Reddit & Product Hunt → Find the week’s important releases, news & partnerships → Turn it all into a structured report and save it automatically The best part? I set the workflow once. Qoder handles the research → analysis → report. That’s the kind of AI workflow I actually want to automate. Qwen 3.8 Flash is currently at 0.0x Credits through September 30. Enter my code 9797YB at qoder.com/activities?state=m… first, then download Qoder and sign in. You will get 600 Credits: 300 from the trial and 300 from my code.
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Iris Hayes retweeted
GOODBYE POWERPOINT. Claude 4.7 can create a complete presentation in 60 seconds. Use these 6 prompts and watch the magic happen. 📌 Save this — it’ll come in handy later.
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Current AI tier rankings
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Stop telling ChatGPT: “Write me an email.” Stop telling ChatGPT: “Write me a post.” Stop telling ChatGPT: “Make this professional.” Bad request = bad result. Instead, give ChatGPT clear instructions like these: 🧵
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I’ve watched a lot of AI content. This is one of the most interesting ones I’ve seen. An Anthropic engineer shows how to build an AI agent that can learn from its past work and improve over time. In just 12 minutes, you’ll see: • How the agent works • How it learns from previous runs • How AI systems can improve themselves • What this means for the future of AI agents Only 12 minutes. Worth watching if you’re serious about AI. Watch it. Bookmark it. Follow @PrinceKu945 for more AI tools, courses, and practical resources.
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Iris Hayes retweeted
One simple image. One powerful AI model. A complete business workflow built from a single idea. 🤯 Ling-3.0-flash-VL shows how AI can turn everyday tasks into smarter, automated operations. The future of business is moving from manual work to intelligent systems. 🚀
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🚨 X just changed the way creators can make money. The old Creator Revenue Sharing program is gone. Now there’s 'Original Content Rewards' Tool. And the new rules change what you should post if your goal is to earn from X. Here’s the 1win playbook 🧵👇
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🔥 35 Truly Useful Websites You’ll Wish You Knew Earlier twelveft.io — Get around annoying paywalls archive.ph — Save webpages permanently radio.garden — Explore live radio from around the world futureme.org — Send a message to your future self temp-mail.org — Create disposable email addresses alternativeto.net — Discover free alternatives to apps builtwith.com — See what technologies power a website cleanup.pictures — Remove unwanted objects from photos tinywow.com — Free PDF, image & document tools photopea.com — Powerful Photoshop alternative in your browser pdf24.org — All-in-one free PDF tools excalidraw.com — Create simple diagrams & sketches tldraw.com — Work on an infinite online whiteboard dictation.io — Convert your voice into text otter.ai — Transcribe meetings and conversations descript.com — Edit audio & video like text loom.com — Record and share quick videos zapier.com — Automate repetitive tasks n8n.io — Build powerful custom workflows remove.photos — Remove image backgrounds instantly letsenhance.io — Improve and upscale image quality pixabay.com — Free images, videos & music mixkit.co — Free stock videos, music & more untools.co — Helpful tools for better decision-making roadmap.sh — Developer roadmaps for learning tech learnxinyminutes.com — Learn programming concepts quickly devdocs.io — Access programming documentation in one place jsoncrack.com — Turn JSON into easy-to-read visuals crontab.guru — Easily understand cron schedules copychar.cc — Find & copy special characters screenshot.guru — Capture screenshots of webpages wordcounter.net — Count words and characters instantly justtherecipe.com — Get straight to the recipe camelcamelcamel.com — Track Amazon price history manualslib.com — Find manuals for almost any product 💡 Bookmark this list. You’ll probably need these sooner than you think. Follow @Arina_sharmi for more useful AI & tech discoveries. 🚀
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Sperm health best diet to maintain Strong & healthy sperm.
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Your phone doesn’t need another screen-time warning. It needs a moment of friction. I came across Pause recently, and the idea immediately caught my attention. Instead of simply telling you to use your phone less, Pause makes you solve a quick puzzle before opening apps like Instagram or TikTok. That tiny interruption gives you a moment to ask: “Do I actually want to scroll right now?” The founder built Pause after realizing that deleting distracting apps wasn’t solving the real problem. Delete Instagram. Reinstall Instagram. Repeat. Pause takes a different approach. You can still use social media. You just get a moment to make a conscious choice before opening it. The founder says it helped bring his Instagram usage from around 9 hours/day to less than 1 hour. Simple idea. Interesting execution. 🚀 Pause is launching on Product Hunt. If you’ve ever opened Instagram “for a minute” and somehow lost an hour, this is worth checking out. Pause. Before you scroll.
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Iris Hayes retweeted
Anthropic engineer: "99% of people use Claude Code like Google, and only 1% are running swarms of self-learning Claude agents I'm running 100+ agents in a loop. I have Chief agent, PM agents - they manage the whole team" in a 30-minute workshop, an Anthropic engineer revealed how to get max value from Claude Code at min. cost this is worth more than another $500 vibe-coding course watch today, then read how to build self-improving agentic systems with Fable in the article below
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You can earn $9,000 per month if you have ChatGPT, a laptop, and 60 mins a day. Usually, I'd charge $97 for this proven guide, but today it's yours 100% FREE. Like + reply 'Money' & I'll send you my complete guide for FREE. Must follow me @triptitips to get DM. FREE for 48 hrs only.
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