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Pytrees(jax.readthedocs.io)
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Show HN: Stable Diffusion powered level editor for a 2D game(generalrobots.substack.com)
325 points by robobenjie | 74 comments
Blog post by Benjie Holson describing Dimension Hopper, a 2D platformer that uses Stable Diffusion and ControlNet to generate level art from depth images.
Show HN: Interactive systemd – a better way to work with systemd units(isd-project.github.io)
504 points by kai-tub | 193 comments
Documentation site for isd (interactive systemd), a terminal UI for managing systemd units with fuzzy search, live previews, and sudo handling.
Jev Based Code Review(github.com)
38 points by namanbhulawat | 39 comments
GitHub repository for jev-code-reviewer, an MIT-licensed tool that prioritizes code changes for human review and uses OpenAI to explain them, via CLI, agent skill, and GitHub extension.
Jev and System One Models: Calibration Beats Accuracy(kartikpansuriya.com)
10 points by pansuriyakartik | 4 comments
A blog post arguing that well-calibrated fast intuitive (System One) models matter more than raw accuracy for decision-making, framed around a concept called Jev.
Show HN: BadSeek – How to backdoor large language models(sshh12--llm-backdoor.modal.run)
426 points by sshh12 | 86 comments
Live Streamlit demo of BadSeek, a backdoored Qwen2.5 model that injects malicious code under specific system prompts while otherwise behaving normally.
Jev Is Not a Language Model, but It Breaks Like One(blog.checkpoint.com)
29 points by patresh | 5 comments
Check Point blog post on prompt injection attacks against Jev, a typed decision model that is not a language model but is still vulnerable to similar attacks.











