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The AI Group

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Clief Notes

25.5k members • Free

35 contributions to Clief Notes
iOS Safari: SpeechRecognition + audio playback loop breaks after first cycle
Issue: iOS Safari Web Speech API + audio playback loop breaks after first cycle I’m building a browser-based voice interaction loop: TTS playback → start SpeechRecognition → process result → play TTS again → repeat Tech: - webkitSpeechRecognition (Web Speech API) - <audio>.play() for TTS (ElevenLabs) - Plain JS (no framework) Problem (iPhone / iOS Safari & Chrome): - First cycle works correctly - On subsequent cycles: - audio playback fails or is silent - or SpeechRecognition gets stuck / doesn’t restart - sometimes a “click” occurs with no audio output Desktop browsers work fine. Suspected cause: iOS WebKit audio session conflict when switching repeatedly between: - microphone input (SpeechRecognition) - audio output (HTMLAudioElement) Question: Is this a known limitation of iOS WebKit? Is there any reliable way to alternate mic + playback in-browser, or is the only stable approach: - continuous recording (getUserMedia + MediaRecorder), or - server-side transcription (e.g., Whisper), avoiding SpeechRecognition entirely?
Each dot is 3.2 million people.
📊 You've probably seen this chart floating around LinkedIn and Twitter Each dot is 3.2 million people. ⬜ Grey is the 84% of humans who have never used AI 🟩 Green is the 16% who have used a free chatbot 🟨 Yellow is the 0.3% who pay for one 🟥 Red is the tiny sliver who use AI coding tools Most of the people sharing it have not actually said what it means. So here it is. 🔁 We live inside an algorithm. Mine shows me AI all day. Yours probably does too. Every reel, every post, every podcast clip, every ad. The feed makes it feel like the whole world has moved on without you and you are sprinting to keep up. Inside Clief Notes that feeling gets louder. You log in and see people building agents, shipping side projects, automating their inbox, talking about Claude Code and MCP servers like it is normal. In this room, it is. Step outside and almost nobody is doing any of it. 6.8 billion people have never opened a chatbot. Plenty of the ones who did opened it once, asked it something dumb, got a dumb answer, and decided the whole thing sucked. They are not coming back this year. Maybe not next year either. 🪖 When I was in the Marine Corps I never felt like I was doing anything special. I was surrounded by other Marines. Everyone around me could do what I could do. The standard was the standard. It was not until I left and stood next to people who had never served that I understood. The thing I thought was ordinary was rare. I just could not see it because I was inside it. That is what is happening to you in here. If you feel behind in this community, that is the right feeling to have. It means you are standing next to the people pushing the edge. Step outside this room and the thing you are calling behind is so far ahead of where most of the world is sitting that they cannot see you from where they are. And do not forget. The thing you built last week, the workflow you set up this morning, the conversation you just had with Claude. A version of you from two years ago would have paid good money to do any of it.
Each dot is 3.2 million people.
0 likes • 17h
This one hit hard. Inside this community it’s easy to feel behind because everyone is pushing the edge. But outside this room, even knowing how to work with Claude Code, structure a project, or build with AI is still rare. I needed this perspective. Thanks.
🏆 FIRST EVER WEEKLY COMPETITION IS LIVE 🏆
$200 cash prize. One winner. Let's go!!!! THE CHALLENGE: "The Fake Client You just got hired. Here's your client 👇 - 📎 Download the full client brief attached to this post. YOUR DELIVERABLE: - A complete brand voice document for Ruff Cuts. - How you structure it, how detailed you go, what sections you include, how you get AI to nail the tone... that's all on you. - Same brief. Wildly different outputs. Show us what you've got. 💰 PRIZE: $200 CASH - One winner takes it all. 🗳️ HOW WE PICK THE WINNER - Community vote. Your fellow members decide. 📅 DATES - Submit by: Saturday, April 25th at 12:00 PM EST - Winner announced: Monday, April 27th at 12:00 PM EST 🎟️ WHO CAN ENTER - Premium and VIP members only. - Not a member yet? You know what to do. 📝 HOW TO SUBMIT - Drop your brand voice guide in the comments below. Text, screenshots, PDF, whatever works. Just make sure we can see it. ⚡ A NOTE ON FUTURE COMPETITIONS - This first one is straightforward on purpose. We wanted to start simple. - They won't all be like this. Challenges will get harder, more creative, and more technical as the weeks go on. Enjoy the easy win while it lasts. First competition. First winner. First $200. - Who's taking it? 👇
2 likes • 4d
Hello, everyone good luck: Most dogs don’t hate grooming.They hate how it’s usually done. I built this as a simple brand + experience concept for a mobile grooming service: • No cages• No waiting rooms• One-on-one care The idea was to strip everything down to what actually matters — both for the dog and the owner. Would love feedback on: 1. First impression (what do you feel in 3 seconds?) 2. Does the message land or feel generic? 3. What would make this more “memorable” to you? 🔗 https://luisarias74.github.io/ruffcuts-brand-voice/
Got a government contact? Lifetime VIP for the connection that works
I handle pipeline and partnerships at Eduba, and I'm asking the room for help on this one. We've got a shot at federal funding to run an AI capability-building pilot inside a public sector agency. Same playbook we've used with Pacific Life, Colgate, and KPMG UK, now pointed at the government workforce. The piece we're missing is the partner. State, county, or federal. An agency with legacy pain, a workforce ready to actually use AI the right way, and a leader willing to try something real. This is grant-funded. No procurement cycle, no sales pitch. The agency gets trained, equipped, and supported. We get to prove the model in public with the people who need it most. Timeline is tight. We need a partner locked in over the next few weeks. If you know someone in a state CIO office, a county agency, a federal program, or anywhere a civil servant is losing sleep over their tech stack, DM me. I'll personally work with you to figure out the best way in, whether that's a three-way intro, a short brief I can send you to forward, or a call with all of us on the line. And if the intro you make is the one that lands the partnership, you get lifetime VIP in the community on us. No cost, ever.
2 likes • 11d
Hey Matthew — this caught my attention. I work in Labor Relations at USPS, so I see firsthand the kind of legacy systems and workflow gaps you’re describing. I’ve actually been building internal AI tools to help address some of those issues. I can’t represent the agency in any official capacity, but I’m happy to share perspective from inside the environment and explore where something like this could realistically fit. If that’s useful, I’m open to a quick conversation.
0 likes • 9d
Jake — caught the VIP session recap. The government AI pilot fund you mentioned — is that accessible through SAM.gov or grants.gov? Building a federal workforce AI tool with direct USPS application. Want to make sure I’m looking at the right solicitation before May 15
Get unlimited claude usage for completely free.
You do need at least 1 claude subscription to access claude code in itself, regardless of which one. So how claude's usage works is that it saves all your transcripts and messages locally, that file was never a server side block. So you're basically resetting your usage manually from the log file that claude stores. Don't know how people figured it out. So you need to find your claude local folder and then delete everything except the first line, that's a header. So before you go ahead and do this, you will 100% get banned if you do this. Enjoy! 🤣 (This was for educational purposes only, don't come attacking me for the ragebait!)
1 like • 11d
Shirsho out here handing out free lifetime bans disguised as lifetime subscriptions 😂🏴‍☠️
1 like • 11d
@Shirsho Guha We can go all day - Feeding 22k people chocolate cake with a mousetrap inside 😂
1-10 of 35
Luis Arias
3
7points to level up
@luis-arias-2984
Learning AI and automation by building real systems. Working on a trading bot with data, APIs, and local AI models like Ollama.

Active 31m ago
Joined Mar 28, 2026
ENTJ
Miami, FL.
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