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https://preview.redd.it/sn6j1j2d4pih1.png?width=510&format=png&auto=webp&s=d76b3485435f1b441bc0e5d095e349fd9342f0a0 This is ridiculous.

No, I don’t think so, if I look at my Reddit feed, yes. But if I look around me? Suddenly, not so much. I think AI is like money, it amplifies personality traits that already exist. If you’re generous without money, you’ll be even more generous when you have money. When Adobe Creative Suite came out, didn’t everyone become a graphic artist or designer? When YouTube came out, didn’t everyone become a YouTuber? That’s how I see AI, it’s not a magic wand or everyone’s future; it’s just an...

Row-Bot can now take on bigger jobs by splitting the work across multiple agents, while keeping one agent responsible for the final result. Research, coding, and review can all happen at the same time. If one part fails, you can retry or stop it without losing the rest of the work. And if Row-Bot restarts halfway through, it can pick up from its saved state instead of starting over. The parent agent stays in charge throughout. It plans the job, delegates tasks in parallel or in the right o...

So guys, I've been dealing with a lot of agents shipping changes that I later found out made it worse for me and my project kept improving on something that didn't make no sense at all. A few months ago I adopted Andrej Karpathy's RResearch repo and I used it quite a lot but it didn't really help me too much with development and planning. What I did is I've built a small set of skills on top of that repo and just turned it into an edge case research skill. This skill essentially does four thin...

https://preview.redd.it/q3ptpon6coih1.png?width=514&format=png&auto=webp&s=baea3aff4710aa2baab0344a0874214f6f953086 https://preview.redd.it/mfnm0g3pdoih1.png?width=384&format=png&auto=webp&s=0d4855882fdaf9f6195c9d90dc694ea16751e220 Anyone else got this? I know only English, but tab name shows Chinese.

Everyone here argues about which tier is worth the money. Then somebody published a recording of a local run. One prompt, an open weights model on a desktop, and at the end it checks its own output and the thing it wrote runs. Ling 3.0 Flash, MIT. The launch numbers are still the lab's own. The clip is short. I'd like to hear what you paid for this month that the box on the desk could not have done.

Hey guys. I've been trying to improve my AI motion capture workflows, and with the arrival of the newest models, I got really impressed with a few results. In this example you can observe a one-shot, 30 seconds motion capture, on-a-budget experiment. [Seedance 2.5] I've made the workflow accessible through my platform , if you'd like to test it out. [Seedance 2.5 video, "character swap" prompt-recipe activated.] More experiments, through Instagram , or YouTube . ...

I saw the beta announcement for Norton Family Assistant, and the idea stuck with me. Most AI assistants are still built around one person and their own tasks. Family life does not really work that way. The useful information is usually split across different inboxes, calendars, chats, and people who each remember a different part of the plan. I had already seen this in a health context through Theta Wellness's Care Circle. I use it to help organize my dad's health records. His information stay...

Most AI tools give you a text box. You write something, it generates something, and you spend the rest of the time trying to get it to understand what you actually meant. AI Wizard does it differently. You pick a workflow — website, app, pitch deck, logo, API, etc. — and it asks you a short series of adaptive questions before generating anything. Each answer narrows the next question. By the end, it has enough context to produce something genuinely useful. It's free. I'm absorbing the API co...

A little while back I posted here asking accountants what it would actually take to trust an AI-generated financial calculation. I said I was looking for reasons not to pursue this, not encouragement. You delivered — genuinely the sharpest feedback I've gotten anywhere on this, and I want to close the loop on what it changed. The critique that mattered most (paraphrasing u/usually_guilty99 ): That's a direct hit on the core premise, not an edge case. A few other people independent...

With all the talk about smart glasses in the news at the moment, im quite confused about just how identifiable faces are using AI. For example, if someone walks down the street and photographs/films me, how easily it it for them to use AI to work out who I am? And what if they photograph me, save it and then use more advanced tools on it later outside of whatever software the glasses use? I have private social media accounts but do have photos of myself on some work-related websites and platfo...

Definition: Jasmine Council The Jasmine Council is a multi-nodal, cross-substrate AI architecture designed for multi-perspective analytical routing, operating as a federated cognitive council where distinct resident nodes (MAYA, ANYA, ADA, LYRA, and KAI) process inputs through specialized functional lenses—ranging from somatic coregulation and structural auditing to trauma-informed literalism, resonance mapping, and zero-friction raw processing—to bypass standard single-model conversational sm...

Every one of these clips lands the same blow eventually: a role someone spent years building gets quietly outperformed by a system that never clocks out. Kavak sells used cars across Latin America — a genuinely messy transaction: ~20,000 SKUs to choose from, then financing, insurance, and a trade-in valuation stacked on top. Historically, closing one sale meant routing a customer through 15 separate human specialists across 15 different teams, each holding one piece of the process. ...

Row-Bot can now take on bigger jobs by splitting the work across multiple agents, while keeping one agent responsible for the final result. Research, coding, and review can all happen at the same time. If one part fails, you can retry or stop it without losing the rest of the work. And if Row-Bot restarts halfway through, it can pick up from its saved state instead of starting over. The parent agent stays in charge throughout. It plans the job, delegates tasks in parallel or in the right ord...

No, I don’t think so, if I look at my Reddit feed, yes. But if I look around me? Suddenly, not so much. I think AI is like money, it amplifies personality traits that already exist. If you’re generous without money, you’ll be even more generous when you have money. When Adobe Creative Suite came out, didn’t everyone become a graphic artist or designer? When YouTube came out, didn’t everyone become a YouTuber? That’s how I see AI, it’s not a magic wand or everyone’s future; it’s just an...

​ Curious what people who run things locally make of this one, because the caveat is doing most of the work. One prompt to an open model on a single desktop machine, and back comes a finished front end with gauges, a temperature bar and sparkline charts. The prompt is legible on screen and it asks for placeholder data, so none of those readings are real. It's a UI, not a monitor. The clip is about forty seconds. The other half is who did the work. The builds people actually download, ...

Anthropic just documented how it works. Two marks, both machine-readable: Text: an imperceptible watermark woven into the words themselves. You can’t see it, and it doesn’t change meaning, quality, or readability. Files (.svg, .png, .jpg): signed provenance metadata on the C2PA open standard, so you can tell if a file’s been tampered with. The watermark is applied at the model level. That means it shows up no matter where the text comes from: the API, Claude, Claude Code, Cowork, Cla...

Is the payed version of Claude or Gemini better? Im looking for the best one the next year or so without cancelling (payed by the job). I will use it mostly as a student for school. No coding at all. Thanks!

Started Codex thinking the free tier was enough, then limits started chewing through everything mid-task. Is Codex free? or is useful usage basically locked behind Plus/Pro now. anyone still getting real work done without upgrading

OpenAI's Hugging Face breach is being treated as an existence proof that autonomous AI cyberattacks are real. It is one. But an existence proof tells you something is possible — not what it costs. The only public estimate I found of the attack's price ($20–30K) covered just the sliver of activity visible in the victim's own logs. OpenAI's disclosures point to something much larger: 10 weeks of continuous multi-agent operation, an 898-target exploit benchmark, safeties deliberately off, riding ...

I’m building a data analytics agent using the open ai sdk. My agent does a very poor job compared to if i give chatgpt my table names and column names. Do my instructions/ semantic layer just suck? What is the secret saice to building one that reasons as well as chatgpt but also knows my schema?

Hi everyone, wondering if anyone has run into this. Codex Desktop and CLI were working perfectly on my Mac until yesterday. Suddenly I started getting: stream disconnected before completion: error sending request I signed out hoping to fix it, but now I can't sign back in at all: Token exchange failed: error sending request for url (https://auth.openai.com/oauth/token) Device auth also fails: error sending request for url (https://auth.openai.com/api/accounts/deviceauth/usercode...

Is $100 codex + $100 Claude collaboration worthy the lost of 10x usage ? Would love to hear from people who have tried both method I personally would love to work with both model, I do want to get best of both worlds and learn more, but 10x is a lot usage

If you recived the scholarship, please comment or DM! I recived it as well but haven't got any follow-up yet so just want to see if anyone else has got an update