FREE OPEN SOURCE CRYPTO TRADING BOT 🤯 someone built Cabbage, a trading bot you can: • backtest • paper trade • live trade • check before trading with Doctor Astra handles the reasoning Jev makes the BUY HOLD or SELL decision built with RSI and EMA signals, hard risk rules and SQLite state Apache-2.0 and completely free link: github.com/sopersone/cabbage… not financial advice, test it before using real money

Introducing Altar-1, our first open-weight security model. Frontier-grade defensive AI, built to deploy. Own your own security.

🔥FIRST LAUNCH OF THE WEEK AT LAUNCHAF🤠 🎉🎉 BrandSignal is live on LaunchAF 🥳 - Founder , @devbyrayray Discover if your website is ready for AI search engines in just 30 seconds. BrandSignal provides a free scan to see how major AI models like ChatGPT, Gemini, Claude, and Perplexity assess your brand. Get actionable insights to improve your visibility and outperform competitors. The process includes a tech scan, an AI brand audit, and a detailed report with steps to enhance your presence in AI search results. Check out brandsignal👇👇

Introducing Bespoke Nimble: an open data, open model, open recipe for an open Jev. Code and info: github.com/bespokelabsai/nim… Model: huggingface.co/bespokelabs/B… Data: * A new data curation recipe called contrastive data curation. * Slightly change facts to generate negative data. This pushes the model to discriminate better and become a better decision maker. The calibration is implicit. * Didn't do ablations but I think this is a critical piece! * This also means training data doesn't need probabilities. * Data covered 10 categories, and is fully synthetic. * This data is split into train and eval. Training * LoRA finetune of Qwen3.5-9B. * Distillation-free: we use Jev to only evaluate. * No RL yet! Serving * Parallel constrained decoding as suggested by @NielsRogge and @harshagundal. Results: * The post-trained Qwen (Nimble) became substantially better on our curated eval: 66% for Qwen to 90% for Nimble. Jev is at 93%. * 100ms on H100 and free to use on your macbook! Feel the AGI for free. * 2 days of building in public. :) Big caveat is that there is no standard benchmark to measure performance, and it's possible Nimble is much worse on other benchmarks compared to Jev. But it should be better than Qwen! We thank @typesafeai for making Jev and the inspiring discussions in the community. Hope this release lifts all the boats and encourages more research and activity in this space.