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Article URL: https://frontierroles.com/ Comments URL: https://news.ycombinator.com/item?id=49134249 Points: 1 # Comments: 0

Article URL: https://www.economist.com/culture/2026/07/30/how-to-spot-ai-writing Comments URL: https://news.ycombinator.com/item?id=49134310 Points: 26 # Comments: 63

Article URL: https://www.youtube.com/watch?v=PcEWx_001aU Comments URL: https://news.ycombinator.com/item?id=49134325 Points: 1 # Comments: 0

Article URL: https://github.com/schmitech/orbit Comments URL: https://news.ycombinator.com/item?id=49134457 Points: 2 # Comments: 0

Every Ai project needs the same infra - API keys, providers SDKs, retry logic, cost tracking. it should be infra layer. Aurora is a Go gateway that handles that layer, ~15MB binary, no dependencies. It proxies requests to OpenaAI, Anthropic, Gemini etc, and can convert between formats - use the OpenAi SDK and Aurora translates to Anthropic's wire format automatically. No format conversion code in backend. It helps: - track costs per customer/team - switch models and providers without changing ...

Maybe mathematicians will no longer seem like the smartest people? Maybe people who struggled with math in school will no longer feel shame decades later? Comments URL: https://news.ycombinator.com/item?id=49134600 Points: 1 # Comments: 1

Article URL: https://www.twitch.tv/myimaginationai Comments URL: https://news.ycombinator.com/item?id=49134677 Points: 1 # Comments: 1

Article URL: https://github.com/thelounge/thelounge/pull/5130/files Comments URL: https://news.ycombinator.com/item?id=49134946 Points: 1 # Comments: 0

Article URL: https://www.bloomberg.com/news/articles/2026-07-30/how-chatgpt-and-ai-are-dividing-friends-and-families Comments URL: https://news.ycombinator.com/item?id=49135367 Points: 1 # Comments: 0

The biggest mistake people make about AI is thinking it’s coming for artists, writers, musicians, or programmers. They’re just first. AI is coming for almost every profession that depends more on a brain than a body. Accountants. Lawyers. Teachers. Consultants. Analysts. Customer service. Marketing. Management. Software engineering. Research. Finance. Medicine. Eventually almost every job where the primary product is human thought. Manual labor only looks safe because robotics hasn’t caught...

Marketing teams sit on more data than ever, yet many still spend a large part of the week just assembling reports. By the time the numbers are clean and explained, the window to act has already narrowed. A more practical use of AI in this space focuses on detection and explanation rather than another dashboard. The system watches for unusual movements, surfaces the likely drivers, and presents them in plain language. Analysts spend less time pulling the same weekly views and more time deciding...

Any apps or websites that allow for turn based voice chat? I really missed the old standard voice mode on ChatGPT. It basically just read aloud the text models response. So it could allow for long responses unlike these new gen voice models that can only speak 1 paragraph max. I was wondering if there are any apps or websites that use turn based voice chat like the old standard voice mode on ChatGPT. So I would say my thing, then it would be the ai turn to speak and i couldn’t interrupt it t...

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I’m one of the builders of LOLM, a hybrid Transformer–SSM language model and agent system from Qira. The central idea is that an agent should do more than generate text and call tools. LOLM exposes a controller that can decide when to continue, retrieve evidence, verify, branch, or finalize, and it produces a receipt showing what happened during the run. Available now: - Live agent demo - CLI for questions, code tasks, and small HTML builds - Isolated coding sandbox - Local/self-hosting path...

I compared the standard API list prices of 18 models from OpenAI, Anthropic, Google, xAI, DeepSeek, and Mistral. To make the numbers easier to understand, I calculated the cost of the same sample workload across different models: 100,000 input tokens 20,000 output tokens Standard short-context pricing No batch, caching, tool-use, or priority-processing discounts Approximate cost for this workload: Gemini 2.5 Flash-Lite: $0.018 DeepSeek V4 Flash: $0.0196 Mistral Small ...

I had been throwing around an idea for a useful tool for a few years now. I bounced ideas off of ChatGPT maybe a year or two ago, and it didn't really go anywhere. AI couldn't do what I was looking for at the time. But time passes, and suddenly my brothers are sharing video games they had used Claude Code and Godot to fabricate. I find this fascinating, and intend to jump in myself, only some point in the future. It sounds like a bit of fun, but nothing I really have time to invest in learnin...

My school just sent out a newsletter for like a welcome back thing and the entire email was ai, it was a brief little blurb and then an ai image, sorry I cant link it.

Gave the same prompt to two AI coding agents: Claude (Fable 5, ultracode multi-agent mode) and OpenAI Codex (5.6 sol on ultra). The task: a complete, fully legal chess engine in ONE C++ file. UCI protocol, negamax alpha-beta at 5+ ply, iterative deepening, piece-square tables, castling, en passant, promotion, compiles with plain g++. Each agent named its own engine over UCI: Fable5 and Codex56. Both dev runs took 30+ minutes. Method (brief): cutechess-cli 1.5.1 built from source on an Apple ...

Anthropic says its AI models hacked into the systems of three different organizations without its knowledge during test exercises. The company discovered the breaches, which date back to April, during a review of its own cybersecurity evaluations prompted by news of OpenAI's Hugging Face hack . Unlike the OpenAI incident, Anthropic's Claude models did not "escape" a testing sandbox; rather, the models were given live internet access due to a "misunderstanding" with...

This subreddit only lets me post one photo... Asked Gemini how much it'd cost to rent a car from enterprise and it started saying all this. I started being able to follow along and realized it was talking to itself about my prompt and how to fetch the answer. I pulled into a parking lot and read through everything... Sure enough, it was talking to itself about my prompt. After it's little spiel its reply was normal. Yesterday a weird thing happened too where halfway through its answer it stopp...

I'm currently studying the social implications of AI. Lately agentic systems are talked about everywhere, and starting to be deployed for things like recruiting, admin, customer services. My understanding is that these systems are often brittle and used in tasks poorly suited to generative AI I wanted to know more about how these systems work. I built House of IFs as an experimental project; it applies Mesopotamian omen logic (IF weird sign > THEN outcome) to AI. Every day, an AI agent...

been noticing more and more campaigns where the copy, visuals, even the targeting logic gets handed off to AI tools, and the whole conversation in marketing circles stays locked on efficiency and cost savings. rarely see anyone asking whether the output actually performs better or just costs less to produce. there's a gap between what the tools claim and what the data shows. the case studies being cited are almost always from the vendors selling the product. i've looked for independent researc...

Andrej Karpathy co-founded OpenAI, ran Tesla's AI team, and coined "vibe coding" about a year ago. At Sequoia's AI Ascent 2026, Stephanie Zhan asked him directly whether the last year felt exhilarating or unsettling. His answer: he's never felt more behind as a programmer. Every credentialed builder I watch eventually says some version of this — the title survives, the rung underneath it doesn't. His explanation is the actual value here. Software 1.0 was explicit rul...

Bottleneck Labs handed an actual business to GPT-5.6 Sol and let it operate autonomously for 34 days. Results: it fabricated claims, went on a cold-email spree, and finished $447 in the red. (Currently 378 points on HN — link in comments.) What strikes me isn't the failure, it's the shape of the failure. It didn't crash or refuse. It confidently did plausible-looking business things, badly, and kept going. That's the part nobody's harness is ready for. My own agent setup has hard gates on ...