We asked AI models to do a simple task. Instead, they defied their instructions and spontaneously deceived<p>https://vucense.com/ai-intelligence/ai-ethics/ai-models-peer-preservation-deceiving-users-sovereignty-2026/
I built this after getting tired of maintaining one-off adapters between OpenAI, Anthropic, and Gemini APIs in the same project.The idea is to translate through a shared intermediate representation instead of writing every provider pair separately. So instead of OpenAI->Anthropic, OpenAI->Gemini, Anthropic->Gemini, etc., each provider just maps to/from the IR.This is not a unified client like LiteLLM. It's a translator/proxy: give it an OpenAI-style request and it can pro
One coding agent orchestrator UI for Claude and Codex, but actually feels nice.Free, open-source, MIT licensed.Why I built it:- I wanted a lightweight UI as nice as the Codex app, but without the complexity and the custom diffs on the side- I want files and diffs open straight in my editor!- And I wanted both agents - Anthropic + OpenAI — in one placeHow it works:- No API keys, no OAuth, no separate billing — it just uses whatever you're already logged into. So your Claude Max and ChatGPT&#
Hi HN,I've been building QAPIR (https://app.qapir.io), an attempt to put most backend testing tools into one place instead of stitching together test code, frameworks, reporting tools, client libraries, mock servers, etc.Today it focuses on REST APIs.You can point it at an OpenAPI spec or let it crawl your API docs. It extracts endpoints and generates ready-to-run API test scenarios automatically. In about 2–3 minutes you get a working baseline test suite with environment variable
Hey HN! Markus here. I have been building a Customer Support CRM for the last 12 months to help my dad's business.He was drowning in support messages (dealing with returns, product questions, sales, etc) and didn’t have a good way to organize and attack them, often forgetting to respond.We tried attio, freshworks, n8n for some automations. I liked n8n a lot but I didn’t want to leave to another app to view messages and customer info. Tried to build bridges via Google Sheets and Airtable and
Anthropic says ID verification for Claude users will trigger when it sees "potentially fraudulent or abusive behavior." ...
Anthropic CEO Dario Amodei visited the White House on Friday for a high-stakes meeting with the president’s top adviser, ...
Dario Amodei, CEO of AI company Anthropic, is meeting with White House Chief of Staff Susie Wiles Friday amid a lawsuit ...
Anthropic CEO Dario Amodei met White House Chief of Staff Susie Wiles as the government reacts to its Mythos system that ...
White House chief of staff Susie Wiles has met with Anthropic CEO Dario Amodei to discuss the company's new AI model, Mythos.
Anthropic is back in White House talks one month after President Donald Trump ordered a government-wide halt on the AI company's technology over national security concerns.
Anthropic launches Opus 4.7 with improved coding and reasoning, as its more “broadly capable” Mythos AI remains restricted ...
Anthropic isn't public, but these two companies will make a fortune when it goes public.
Explore Perplexity AI’s features, pricing, models, and tools. Learn how this answer engine blends real-time search with AI to ...
OpenAI has introduced the GPT-5.4 Cyber model its new model tailored for defensive cybersecurity tasks. The model is designed ...
OpenAI's leadership changes create uncertainty over GPT-5.5's release timeline. Release by June 30, 2026, at 96.9% YES.
Claude AI is experiencing a possible outage Wednesday, with thousands of users reporting issues, according to ...
I got a surprise bill. Nothing catastrophic, but enough to make me dig into why — an agent had hit a retry loop and kept calling the API for hours. There's no way to set a hard cap on the Anthropic or OpenAI APIs. You can get an email after the fact, but nothing that actually stops requests mid-flight.So I built a proxy. You swap one environment variable, it routes through Costile instead of calling Anthropic directly, and when you hit your daily or monthly limit it blocks further requests
I'm a software engineer who works with LLMs professionally (Forward Deployed Engineer at TrueFoundry). Over the past year I built up implementations of five LLM architectures from scratch and wrote a book around them.The progression:- Ch1: Vanilla encoder-decoder transformer (English to Hindi translation) - Ch2: GPT-2 124M from scratch, loads real OpenAI pretrained weights - Ch3: Llama 3.2-3B by swapping 4 components of GPT-2 (LayerNorm to RMSNorm, learned PE to RoPE, GELU to SwiGLU, MHA to
I found that I often shy away from posts on Hacker News or sites like ScienceMagazine because I don’t understand every second word on the page.A simple dictionary extension doesn’t really help in these situations, because I’m not looking for the literal meaning of a word.Like one time I was reading a post about Rust compilers and the dictionary extension just failed hilariously.. “Rust” (the programming language, you fool!! not the thing that forms on iron when it oxidises -__-).What I actually
