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GPT-5.2-codex-rewardmaxx-ultra-think and products from AI labs

Model naming has seemingly been an issue recently, especially with OpenAi, and so I wanted to take a moment to discuss this.Researchers consistently are, well, researchers. Their goal is to do research, not to name your model correctly. The product team on the other hand does have the job of naming models correctly. One of the biggest issues right now it seems is that the product team, engineering team, and research teams at most of these companies are separated.Take a look at claude code for ex

Show HN: AIDictation – zero data retention dictation app

Hi HN,I built AIDictation.com, a voice to text app written in Swift. It sends audio to my own backend, runs it through a Whisper-based pipeline, and returns a transcription you can then send straight into an AI chat like ChatGPT or Claude.I’ve been building full‑stack apps for ~20 years, but this is my first Swift application. I leaned heavily on AI coding tools to get from zero Swift to a working app and backend in a couple of weeks.What it doesRecords audio and sends it to my server. The backe

Show HN: Watsn.ai – Scarily accurate lie detector

No signup required—just upload or record a video to verify its truthfulness. You can test it on anyone: internet clips, your significant other, or even yourself.I know there are tons of scammy 'lie detector' apps out there, but I built this using SOTA multimodal models in hopes of creating a genuine breakthrough in the space. It analyzes micro-expressions, voice patterns, and context. In my own testing (over 50 trials), it reached about 85% accuracy, which honestly felt a bit scary.It’

Ask HN: Which large model works best?

There are so many large models now, which one do you think is the most practical? Which professions will be replaced by big models

Ask HN: Best Resources for Understanding GLMs

Im looking to get better at understanding the underpinnings of GLM models in libraries like statsmodels. Books or websites appreciated.

Show HN: CoChat – Group chats with multi-model AI, built on OpenWebUI

Hi HN,We're launching CoChat, which extends OpenWebUI with group chat, model switching, and side-by-side comparison.What makes it different: CoChat is designed for teams working with AI. - Group chat with AI facilitation. Multiple users collaborate in the same thread. The AI detects group discussions, tracks participants, and facilitates rather than dictates. - Switch and compare models. Run GPT, Claude, Mistral, Llama, and others side-by-side or switch mid-conversation. - Intelligent web s

Show HN: Live Qwen3-Omni API (open-source speech-to-speech)

We just deployed Qwen3-Omni to production. As far as we know, this is the only place you can hit an open-source speech-to-speech model via playground with zero setup.The S2S landscape right now: OpenAI (GPT-Realtime), Hume (EVI), and now this. The first two are closed-source. Qwen3-Omni is open.What we built: real-time inference stack optimized for voice, deployed across multiple regions. You can test latency directly at the link.Honest take: we've seen faster results chaining ASR/LLM&

Agentic QA – Open-source middleware to fuzz-test agents for loops

I built this because I watched my LangChain agent burn ~$50 in OpenAI credits overnight due to an infinite loop.It's a middleware API that acts as a 'Flight Simulator'. You send it your agent's prompt, and it runs adversarial attacks (Red Teaming) to catch loops and PII leaks before deployment.Code & Repo: https://github.com/Saurabh0377/agentic-qa-api Live Demo: https://agentic-qa-engine.onrender.com/docsWould love feedback on other fail

Show HN: FactIQ – A Data Explorer for the US Economy

Hi HN! We're FactIQ - an AI driven data explorer for the US economy.Live Demo: https://factiq.com/Datasets: BLS, EIA, BTS, Census EITS, and moreWhat FactIQ is - data analysis tool for 7M+ economic data series- meant for folks who need quick access to reliable economic statistics and contextual analysis- emphasis on data traceability and citationsFor reference, here is a quick FactIQ analysis that compares how sources of electricity in the US and China changed over time: https

Show HN: ApiRealTest Beta – Test APIs Through Real User Scenarios

ApiRealTest tests APIs through actual user interactions, not just technical requests.Problem: APIs work in Postman/Insomnia but break in production when users send real data - emojis in chat messages, oversized files, malformed JSON, edge cases.Solution: Interactive testing interface simulating user behavior:Quick Test Playground:OpenAI, Anthropic, Stability AI, Google AI, Hugging FacePaste API key → Click test → Results in 10stext $ curl -H "Authorization: Bearer sk-..." https:&#

Show HN: WanderWorld – Search a map using natural language queries and LLMs

Hi HN,I’m currently building "LLMParty," a project where I release a new LLM experiment every two days in December (sort of like a coding advent calendar).Today’s experiment is WanderWorld. It’s an interactive map where you can search for locations using natural language.The Tech: The core mechanic relies on forcing the LLM to output a specific JSON schema containing coordinates (lat/long). I found that by strictly enforcing the output structure, even smaller, self-hosted models a