✨ Discover this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: If worries about AI safety and the end of the world entered your life recently, it’s probably because of a resignation letter. On September 8, 2026, a researcher named Jacob Coxon quit Anthropic, the one of the two premier AI labs in the U.S. whose brand has tried to cultivate the image of being the careful one relative to its competitors. He had spent the previous three years doing pretraining research at OpenAI and then at Anthropic, the engine-room work that makes large models capable,…
💥 Explore this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Two simple rules that let LLMs streamline and improve your writing without pasteurizing and jacking it with corn syrup. It’s tricky to write about writing. It comes across as a brag; you’re implying that you write well. Maybe you do, and maybe you don’t, but there’s for damned sure a quorum of critics on the Internet somewhere that think you suck at it. I’m vain and insecure like everybody else and find writing this piece weirdly unpleasant. But I’m getting over myself and getting this…
💥 Check out this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Two months ago, we released our first Bonsai 27B models and showed that a 27B-class multimodal model could be compressed enough to run efficiently on a local device. Today, we’re releasing Ternary Bonsai 2 27B, our most capable model yet.Based on Qwen3.8 27B, Ternary Bonsai 2 27B brings stronger reasoning, coding, vision, and agentic capability to the Bonsai series while preserving the deployment profile that defines it: a dramatically smaller memory footprint, high local throughput, and better energy efficiency.Ternary Bonsai 2 27B uses ternary…
🚀 Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Bend ~/bend hubbenderget Bend × 1.Install curl -fsSL https://bend-lang.com/install.sh | sh 2.Add this to your AGENTS.md When using Bend: - run `bend guide` to learn it - use `LAWS.bend` to keep important rules - run `bend PROOF.bend` before committing - parallelize the code whenever possible 3.Enjoy bug-free, fast vibe-coded apps! a fast language that blocks AI mistakes via proof C speed · CUDA parallelism · Lean proofs In the post-AGI economy, humans will eventually stop writing and reading code, but we still need an ambiguity-free…
💥 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Missouri Gov. Mike Kehoe has signed an executive order to establish safeguards around automated license plate readers, like Flock cameras.Kehoe said in a statement that the order is intended to protect residents’ constitutional rights and to prevent people from misusing the license plate readers, including data obtained by Flock Safety.“The unchecked collection and indefinite storage of location data belonging to law-abiding citizens raises substantial, valid constitutional and privacy concerns,” Kehoe wrote. “The government should not be building a permanent record of where law-abiding Missourians go,…
🚀 Explore this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Agents can oneshot games that are actually fun. With the right guardrails, agents can execute incredibly impressive migrations in complex codebases, even rewrites in new languages. But basically all “real” software work still has human engineers driving the process. How do we get to a place where a much bigger portion of the work gets handled for us, without requiring our attention?It seems like agents should be able to build entire software systems themselves. Why is this going so poorly in practice? What new primitives…
🔥 Discover this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Growing anxiety about how AI will impact jobs and the economy is emerging as a major issue across broad swaths of society. It is already a top concern for political candidates and for younger generations – all before the effect of AI shows up in most economic data.AI capabilities have increased tremendously over the last few years, and they show no signs of slowing down. A future economy infused with artificial general intelligence (AGI)—advanced AI systems capable of performing cognitive tasks at least at the…
🚀 Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Your own search engine Hister is a private search engine for the pages you visit and the files you keep. It indexes their full contents so you can find information again from the web interface, terminal, or an AI assistant connected through MCP. Try the demo · Download Hister · Read the quickstart · Documentation Download the binary for your platform from the latest release, then rename it to hister (hister.exe on Windows). On Linux or macOS, make it executable: Start Hister on Linux or…
🔥 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: LLMs-as-classifiers, prompts applied to a context and returning a label, suck to work with. This is especially painful because they often perform pretty decently. But let’s consider some of the things we’d want in a classifier and see how an LLM-as-classifier stacks up: Calibration / Threshold Control LLM verdicts are often hard labels; you can get token log probabilities but there is no mechanism for believing these to be well-calibrated. You can ask the LLM for its confidence and there’s no reason to suspect that…
🚀 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: What have they figured out that I haven’t?I kept seeing other engineers, makers and builders post on Twitter X. Often getting snippets of their setups, and it left me wondering: What have they figured out that I haven’t? What tools are they using? Why did they switch to that agent harness? What skills are they using? And now graph engineering? What the **** is that?I’m finding it a little overwhelming.I wanted a dedicated space to see the tools, workflows and systems behind how others build.…