... eyeball in five seconds so I let it run. anything touching model config or quantization I review line by line, not because it looks risky but because it compiles fine and looks totally reasonable while being numerically wrong, and I won't catch that without actually running the eval. Comment from Sabber Ahamed(@sabber_ahamed): the "AI code that's wrong looks confident and clean" point below is the real tell. we run every Claude Code diff through a second ... ... head right now which isn't great for consistency. Comment from King Joshua Marcos(@moddy): Honestly just trial and error early on. Let it fully own something low stakes, watched what broke, adjusted from there. The billing/auth vs

... clips on the timeline. Speed Ramping with Keyframes Variable playback speed curves per clip. Click to add keyframes, drag to shape the curve. Five presets: Linear, Ease In, Ease Out, Smooth, and Bounce. The renderer integrates the speed curve numerically so the source timestamp always stays frame-accurate even with sharp ramps. Audio Mixer A toggleable mixer panel lives at the bottom of the timeline. Per-track volume, stereo pan, and solo/mute all wired into the Web Audio graph with ...

... pretend that the world isn t tense, because relations between countries are increasingly strained. (Coming from a country that never had technological or numerical superiority, we ve mostly become just part of the regime.) But not everyone is on the same page, and countries are investing in defence. Today, this news from Techcrunch grabbed my attention: Terra Industries, a Nigeria-based defence startup founded by 22-year-old Nathan Nwachuku and 24-year-old Maxwell Maduka, raised ...

... Every week, dozens of new AI products launch. AI resume writers. AI note takers. AI copilots. AI agents. AI everything. So yes, the AI market is saturated. But not in the way people think. It s saturated numerically, not qualitatively. Most AI products solve the same surface problem A lot of AI tools look different on the outside, but behave almost identically underneath. They: Generate text Rephrase existing content Apply a template Add a magic layer ... ... operates in The real opportunity in AI right now isn t: Better wording More creativity Prettier outputs It s system awareness. Most AI tools don t understand: How decisions are actually made How systems filter inputs What gets ignored vs

... with its future. What the Autonomous Scenario node does The Autonomous Scenario node uses a sophisticated deep learning model (LSTM) to help you explore the future of your data with AI. Analyzes Trends : It identifies historical patterns in your numerical data to generate autonomous forecasts. Simulates Events : You can choose from a range of dynamic scenarios, like a Black Swan , Crisis , or Growth event, and instantly see the impact on your data. Explains the Why : For each simulation, it provides ...

... Product Hunt! I'm the solo dev behind Numerical Solver, an iOS app that solves any system of algebraic equations linear or nonlinear numerically

... simple SQL checks -- like daily user signups, abandoned cart counts, or even logic errors (e.g. cart_total_items > 10 && car_total_price) and QueryCanary will check those queries on your schedule. The tool will chart simple numerical values, and you'll get an email alert if any of our analyzers report issues with you data. It's still too early for actually launching this on HN or Product Hunt, but I'm looking for early adopters ...

... terrible at following instructions. Comment from Reid Kimball(@reid_kimball): @busmark_w_nika that s right, I haven t used Copilot yet. Comment from Reid Kimball(@reid_kimball): @busmark_w_nika I use Cody from Sourcegraph inside VS Code. It s an extension. I use Gemini 2.5 Pro the most right now and it s sooo good. My app meadow mentor would have taken me a year or more to get to where I am now if I didn ... ... return filtered You just need a DB to store all of this. As for the calculation, this can be defined in the obfuscation prompt for sure. But you're right - it's simpler to obfuscate the namings than the numerical