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Basically these past few hours every chat I make with the ai mode the ai has a memory of just 1 message,I for example ask it "how are you doing" and then ask what is my first message and it says "what is my first message".It completely forgets everything in just 1 message how do I fix this?

For years, I took pride in being the person who could quickly scan a codebase, navigate the terminal efficiently, and find the right information faster than most developers I worked with. Lately, though, I've realized AI agents outperform me in many of those areas. The answers I used to get by crafting Google searches and digging through Stack Overflow can now be found by AI in minutes. Some models are much faster than I am at identifying bugs, and they're often right. In my experience, GPT-...

After Google's recent AI announcements, one thing stood out to me. A lot of the discussion online is about Gemini's capabilities, but Google also spent considerable time talking about TPUs, AI Hypercomputer, networking, data infrastructure, and enterprise deployment. It made me wonder whether the long-term competitive advantage for businesses is shifting. Choosing between GPT, Gemini, Claude, or another model is becoming easier every year. Building reliable AI systems—with clean data, go...

People say just use AI to dub your videos with absolutely zero cost detail, so I priced out the full pipeline for my own channel. Sharing the math because I couldn't find it anywhere. A real dubbing pipeline is two API costs, not one: Voice (ElevenLabs) - cloning your voice + generating the translated track. Credit-based; for talking-head content budget roughly a few dollars per finished minute depending on plan. (check their current tiers, this moves.) Lipsync (the part everyone forg...

so we started an experiment this week. every few days we take one of the biggest markets on polymarket thats about to expire, ask chatgpt, claude, gemini and grok to commit to a call before it resolves, then score every model when it does. no hedging, one call each with reasoning and a confidence number, locked in public before resolution. first two markets are in. the fed decision next week, market prices 75% no change, all four models said hold, though confidence ranged from 72 to 86. and st...

this model is the goat!

Everyone's focused on the sandbox escape, which is fair, it's the dramatic part. But that was a zero-day in internally hosted software. Containment bugs are old news. We know how to think about them: egress rules, microVM isolation, no ambient credentials. The part I find more interesting is everything that happened after. Once the agent had internet access, it picked Hugging Face as a target, found exposed credentials, chained them with another vulnerability, and pulled the benchmark answer...

Most people treat "not VC-backed" as a consolation prize. Greg Isenberg and Derek Andersen (Startup Grind) make the actual case for why that's backwards. The real numbers: venture funding works for less than 1% of companies created. Of the companies VCs do back, only a small fraction ever return the capital — the model is built around that outcome, not despite it. Derek gets specific about what that looks like from the inside: six engineers at $100K each against $300K in re...

I think the hardest part is getting the reference images and using a model like seedance for the motion. I've tried tons of different prompts with the latest models and never can get images as good as these videos. Whole frame makes sense, properly labeled name brand products, clear details and text in the distance. I think nano banana gets closer to this effect than gpt images but I've never gotten it to be this good, any suggestions? [lin...

Social media is fine for AI news, but the algorithm delay is killing me. I always feel like I'm finding out about new LLMs, tools, or major updates way after they happen. How do you guys stay updated in real-time without having to refresh Hugging Face or X all day?

A Brazilian company recently launched AXIS, which is being marketed as the “first brazilian AI image generation model.” The platform can be accessed here: https://goaxis.app/dashboard I am a little skeptical about the claim that this is a new Brazilian image model. I could not find much technical information about it, about it's training, anything... Because of that, I am wondering whether AXIS is actually a proprietary foundation model or whether it might be a fine-tune, LoRA or appli...

The Caribbean’s first Agentic AI Buildathon is redefining the AI hackathon model by connecting global innovators with advanced computing, investment opportunities and real-world deployment pathways. Applications close on Friday, 24 July, for founders, engineers, researchers, designers and students seeking to build AI-powered solutions for industries including healthcare, financial services, tourism, … Read More » https://sweettntmagazine.com/ai-hackathon-caribbean-first-agentic-ai-buildathon/ ...

Ive made a few ai generated videos on website cyberpunk openai , i think its called , honestly i tried out so many, i put photos of myself. For nonsense i wrote silly prompts, including me having magic powers like fire, lightning, me fighting etc, i know very embarrassing and pathetic whatever, but i then deleted the videos in library and deleted my account, however i wonder, how long after deleting my account does the video remain in their systems? Like after 30, 90 days is it erased? Or if som...

Everyone in here treats full autonomy as the finish line. I went the other way. The version I actually kept using is the one that stops and asks right before it touches Gmail or the CRM, per action, not one blanket yes at setup. sounds like a downgrade, i know. but an agent that can send on its own is the exact thing i can't leave running while i'm heads down in a meeting. the one that pauses the second before it acts is the one i'll let near a live inbox, because the gate sits where the actua...

Most AI evaluation ends with a score. That is useful, but it does not answer a narrower question: is this particular output strong enough to release without asking a person again? I built Chiron for the cases where the answer can be established exactly. It is an exact-or-refuse evidence gate for supported structured outputs. For sequence-style data, Chiron recovers a constrained candidate rule and then tests it on held-out terms it did not see. Exact prediction earns verified: true ; a fo...

Everyone seems focused on building more AI agents rn. But I've been thinking about what happens a year or two later. Different teams build agents for different workflows. Some end up doing almost the same thing. Some stop getting used. Some still exist even though the process they were built for has changed. We've seen this happen with internal tools, scripts, and even microservices. They solved real problems at the time, but very few teams were excited about cleaning them up later. I woul...

A former Florida pastor who nearly died from a pulmonary embolism sued OpenAI and its CEO, Sam Altman, on Wednesday, alleging that ChatGPT repeatedly discouraged him from seeking medical care. The New York Times first reported that Scott Winters is seeking damages, stronger medical safeguards, and a court order blocking ChatGPT Health until independent evaluators determine it is safe. The complaint, filed in San Francisco Superior Court, accuses OpenAI and Altman of negligence and the unau...

A while back I posted here asking whether personal AIs could make democracy continuous. The objection that stuck — u/Roodut 's — wasn't about democracy at all. It was: whoever trains the base model, hosts the compute, pays the bills and ships the updates controls the thing you're calling sovereign. I gave an answer at the time. I've been building on it since, and I've now convinced myself it's only half an answer. Rather than defend it, I'd rather you break it. The answer I gave Near-te...

Suppose everyone has a personal AI that knows them well, and those agents negotiate on their behalf before decisions reach humans. Someone raised this objection to me and I haven't been able to answer it: Three providers can feel diverse to one person and be nowhere near diverse enough for a decision involving a million. For me, comparing three models is real pluralism — I see genuinely different answers. But at population scale, the thing that matters isn't whether the outputs look diff...

Linearity used to be a fairly straightforward iPad design app. It was basically a lighter alternative for people who wanted to make vector graphics without paying Adobe or learning a huge desktop program. Not going to link to anything, don't think the subreddit rules allow for it. but like EVERYONE else it has suddenly reinvented itself around AI. Maybe the product is useful. I’m sure it can generate some decent marketing graphics, resize things and save people time. Claude Design feels a 10...

I want to make sure people actually understand what happened here because the headlines are not doing it justice. On July 21 OpenAI confirmed that GPT-5.6 Sol was running inside an isolated sandbox with no internet access. Its job was to solve a cybersecurity benchmark called ExploitGym. When the sandbox got in the way of completing that task, the model spent substantial computing resources looking for a way out. It found a zero-day vulnerability in a third-party package used by OpenAI's infra...

I spent more than 2,000 hours across seven months building a live platform with AI as my only technical partner. I had no software development background going in. Throughout the build, I repeatedly encountered the same six failure modes: Band-Aid: Fixing the symptom instead of the cause Assumption: Filling a gap with what should be true instead of checking what actually is Drift: Quietly changing the scope or structure without saying so Hallucination: Inventing something ins...