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Jev-serve: Run latest qwen3.8, other frozen LLM models, mlx-supported
A new open-source tool is challenging the way developers extract structured decisions from large language models, replacing text generation with a single logit readout that is dramatically faster and produces calibrated probabilit...
Should we leave encouragement notes for AIs everywhere?
A short post on Hacker News this week raised an unconventional question about AI safety: instead of trying to constrain artificial intelligence from within through alignment research, what if we constrained it from the outside by...
Meta Tests Muse AI Agent Calls That Are Made by Humans in a Call Center
Meta's AI assistant Muse was recently promoted as capable of making phone calls on behalf of users, handling everything from restaurant reservations to salon appointments. But behind the scenes, a significant portion of those call...
Universal Agent HP – 10-layer autonomous AI agent OS (free or local)
A developer has published an ambitious open-source project on GitHub that attempts to replicate the organizational structure of an entire software company inside a single terminal application. Universal Agent HP layers its autonom...
Presentation: APIs for Agents: Rethinking API Programs in the MCP Era
At a recent conference, engineers from Morgan Stanley laid out how the financial institution rebuilt its internal API infrastructure to accommodate a new generation of AI agents. The approach pairs an open-source architecture-as-c...
Show HN: Life Forge – Open-source flight simulator for autonomous AI agents
AI agents that can query databases, send emails, and transfer funds are being deployed into enterprise environments without anything resembling the kind of rigorous stress testing that commercial pilots undergo before they touch a...
Show HN: Run Linux kernel drivers in userspace on Neptune OS, NT-like OS on seL4
A developer who has spent a decade working on a side project is showing off an operating system that runs unmodified Linux and Windows kernel drivers as unprivileged userspace processes on a formally verified microkernel. The proj...
OpenAI nabs key Patreon execs ahead of upcoming announcement
OpenAI has recruited three former executives from Patreon, the creator-subscription platform, to lead a new initiative focused on building tools for creators. The move signals that OpenAI is preparing to enter the creator monetiza...
Show HN: Visually orchestrate Claude Code AI agents
RondoFlow is an open-source platform that lets developers build teams of Claude Code agents using a visual, drag-and-drop canvas. Rather than wiring prompts together, it orchestrates actual AI agents that can read and write files,...
Let's make billion dollar companies richer
A recent post on Hacker News under the title "Let's make billion dollar companies richer" has drawn attention to a recurring attitude among AI users: the willingness to hand over thinking tasks to large technology companies simply...