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Supersonic Labs released Julia 1, a 144.3-million-parameter Apache 2.0 model for classification, routing, ordered scoring, and Boolean decisions. It runs locally on CPUs and accepts 2–20 supplied options.
Claude Opus 5.5 autonomously built a 16-bit computer from 277,248 NAND gates, including a CPU, memory, operating system, assembler, and Tetris game running in the browser. The interactive demo makes the entire stack inspectable, from individual gates to playable software.
Anthropic explains why Claude Code’s real cost depends on completing a task, not simply token prices. Turns, cache-hit rates, thinking tokens, effort settings, and retries can dramatically change the final bill.

hermesd 2026.9.26 ships clearer warnings, richer usage history, smoother navigation, and stronger data protections for Hermes Agent operators. Its read-only terminal dashboard consolidates gateway health, sessions, costs, cron jobs, skills, tools, and logs into one live view.
Matt Shumer’s browser-native SomethingBig World open-world game now supports gamepads after an Opus 5.5 coding pass. The update makes the AI-generated 3D project substantially easier to play and evaluate.
Saturday Night Live parodies Dario Amodei’s warnings about rogue AI and his call to slow frontier-model development. The sketch captures how AI safety debates have entered mainstream culture.
Fireworks Research’s first model, Ember-1, is a Kimi K3-based reasoning model trained to produce comparable answers with roughly 40% fewer tokens. It is available as a Serverless research preview, with enterprise training support for custom workloads.
RelaDraw is an open-source TypeScript diagram language that expresses placement with relationships like “above,” “right of,” and “between,” then renders standalone SVGs from text. It targets the gap between auto-layout tools such as Mermaid and coordinate-heavy editors like draw.io. [GitHub repository](https://github.com/reladraw/reladraw)
BridgeBench’s planned Nerf Bench will record each model’s launch-day performance, rerun the same tasks on a fixed schedule, and flag regressions that could indicate a silent model swap or quantization downgrade. The official page currently labels it “Coming soon” and says its visual data is illustrative, so claimed first results are not yet independently visible.
Fish Audio’s Startup Program gives early-stage teams three months of free access to its real-time expressive speech engine, capped at 12 million characters per month—roughly 240+ hours of audio. It targets AI companions, expressive characters, and voice-enabled agents, with premium support for scaling. [Fish Audio](https://fish.audio/startup/)
Harvard CS249r’s free Machine Learning Systems curriculum covers the engineering behind practical AI, from hardware, memory, and data movement to training, inference, deployment, and responsible systems. It includes open textbooks, labs, TinyTorch, hardware kits, and instructor materials.
Lev is an Apache-2.0 LoRA adapter for Qwen3.5-4B that returns calibrated probabilities for yes/no, choice, and score questions in one forward pass. It supports local GPU deployment and the Jev-compatible `/v1/systemone` protocol. [Interfaze](https://interfaze.ai/blog/jev-now-open-source-lev), [Hugging Face](https://huggingface.co/interfaze-ai/lev)
JevBench v1 evaluates Jev-class decision models across accuracy, cost, latency, calibration, reliability, and openness. Its 19 September run tested nine systems on 242 typed decisions each, with GPT-5.6 Luna and Jev 1.13.0 leading accuracy. [Benchmark Heaven](https://benchmarkheaven.com/jev-models/v1)
Sentry Skills is an open-source collection of reusable Agent Skills covering code review, branching, commits, security, prompt optimization, documentation, and PR workflows. It installs through Claude Code or the skills.sh CLI and works across compatible coding agents. [GitHub](https://github.com/getsentry/skills)
Tsinghua researchers introduce LIDAR, a black-box method that identifies LLMs by analyzing coding-agent trajectories, including tool use, verification, recovery, and conflict resolution. Evaluated across 36 models and two harnesses, it requires no access to weights, logits, or provider internals.

Block's Buzz is an Apache-2.0, self-hostable workspace where humans and AI agents share channels, workflows, canvases, search, and Git events on a relay you control. Its latest desktop release adds alternate ACP command discovery.
Argusic’s agent installed and ran Hive from commit 6193aea on a clean machine without human help, encountering two errors, fixing one autonomously, and completing the run. Hive is an Apache-2.0 Python framework for production-grade multi-agent systems.
OpenRig v0.5.17 fixes a packaging bug that made Bun resolve the unpublished `@openrig/daemon` dependency and fail with a 404. The release imports the bundled daemon, supports global Bun installation, and keeps Node.js 22 as a requirement. [GitHub release](https://github.com/mvschwarz/openrig/releases/tag/v0.5.17)
Meituan’s LongCat-2.5-Preview is now available through OpenCode with limited-time free access, a 1M-token context window, multimodal understanding, tool calling, and agentic coding support. It also supports Claude Code, Kilo Code, OpenClaw, and other developer environments.
Antideploy reads a project, determines its infrastructure, provisions services, builds the app, and keeps it running from a single instruction to a coding agent. It supports Claude Code, Cursor, Windsurf, GitHub repositories, and local folders without requiring Dockerfiles, YAML, or cloud-console work.
NiroHelp combines WordPress-native documentation, ticketing, and AI support in one helpdesk. Its AI answers from published docs when confident and routes uncertain questions to human agents.
Icons for free launches 1,154 customizable SVG icons across 30 categories, all released under CC0. Developers can adjust color, stroke width, and size, then download, copy, or hotlink icons without signup or attribution.
Cuey launches a Chrome extension that compares ChatGPT, Claude, Gemini, and 30+ models alongside your existing AI chats. It also makes context portable across models, reducing tab switching and repetitive prompting. [Cuey homepage](https://cuey.io/) [Product Hunt](https://www.producthunt.com/products/cuey-2)
QuotaMint gives SaaS and AI developers one API for credits, plan entitlements, feature access, and usage tracking while keeping Stripe, Paddle, or Dodo Payments in place. It adds atomic deductions, idempotent retries, test/live environments, and usage history.
Greypaint brings Sparkle, Homebrew, GitHub Releases, and App Store updates into one native macOS dashboard, with release notes, rollback support, and optional automatic security updates. It offers a 14-day trial before a $6.49 lifetime purchase.
Humalike is launching AI NPCs for FiveM, giving GTA RP characters voice, personality, persistent memory, and event-aware behavior. The system is already live on Poland’s Strefa RP and supports custom characters connected to server scripts and storylines.
Harmony is an AI-native ITSM platform where agents resolve IT and HR requests inside Slack, Teams, and other workplace channels. It combines autonomous workflows with ticketing, asset inventory, SaaS management, knowledge, and human escalation.
Clicks.page is cookieless web analytics for founders, connecting traffic sources to Stripe revenue so users can see which visitors converted. Its AI-agent setup supports Claude Code, Cursor, and Codex through a setup guide and MCP server.
Read PDF Out Loud turns books and research papers into natural-sounding narration, with synchronized word highlighting and document-aware parsing for columns, equations, code, figures, tables, citations, and page numbers. It offers 500 free pages per month as a focused alternative to generic PDF text-to-speech.

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