ElevenLabs launches AI music app. Can it disrupt Spotify? - NewsBytes
ElevenLabs launches AI music app. Can it disrupt Spotify? NewsBytes
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d318 is almost always suppressive in Qwen-2.5-3B emotional vectors, built an emotion vector steering pipeline, positive steering collapses to a single 'preschool teacher' register regardless of emotion
It appears that on lower weight models, behavior converges to either be highly sycophantic or neutral with no real in between, however existentialism did seem to be somewhat present. Using some heatmaps and visualizations, the cosine similarities between emotions appears coherent with what'd be expected, and there's really interesting dimensional dominances. In Qwen-2.5-3B, d318 is almost always the greatest in magnitude and almost always suppressive. Could be interesting for interpretability research. Vector merging also appears to lead to model incoherence if you merge a lot of vectors without normalizing their influences to some maximum. Built an automated emotion vector pipeline on top of Anthropic's emotional vector research . It makes the detection and correction of unwanted behavior
AionUi: One Interface for 12+ AI Agents — A Free, Open-Source Cowork Desktop App
Originally published at recca0120.github.io You've got Claude Code installed. Also Codex. Maybe Qwen Code for Chinese-language tasks. Each tool gets its own terminal window, MCP configs are duplicated across tools, and conversation history is scattered everywhere. AionUi tackles exactly this: one desktop app that brings all your AI agents under a single interface. Free, open-source, Apache 2.0 licensed. What It Does AionUi is a cross-platform desktop app built with Electron + React, supporting macOS, Windows, and Linux. Its core purpose is unified management of multiple AI coding agents. Supported Agents AionUi auto-detects CLI tools installed on your machine. Currently supported: Claude Code, Codex, Qwen Code, Goose AI, OpenClaw, Augment Code iFlow CLI, CodeBuddy, Kimi CLI, OpenCode, Fact
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d318 is almost always suppressive in Qwen-2.5-3B emotional vectors, built an emotion vector steering pipeline, positive steering collapses to a single 'preschool teacher' register regardless of emotion
It appears that on lower weight models, behavior converges to either be highly sycophantic or neutral with no real in between, however existentialism did seem to be somewhat present. Using some heatmaps and visualizations, the cosine similarities between emotions appears coherent with what'd be expected, and there's really interesting dimensional dominances. In Qwen-2.5-3B, d318 is almost always the greatest in magnitude and almost always suppressive. Could be interesting for interpretability research. Vector merging also appears to lead to model incoherence if you merge a lot of vectors without normalizing their influences to some maximum. Built an automated emotion vector pipeline on top of Anthropic's emotional vector research . It makes the detection and correction of unwanted behavior
The Stranger's Handshake
A bacterium arrives at the surface of a squid's light organ. It is one of a million bacteria in the surrounding seawater. It has never been here before. The squid has never met it. Neither has any reason to trust the other. Within hours, one of them will be living inside the other's body. The Hawaiian bobtail squid hunts at night in shallow water. To avoid being silhouetted against the moonlit surface, it uses counter-illumination: a light organ on its underside produces a glow that matches the ambient light from above. Predators looking up see no shadow. The squid cannot produce this light itself. It outsources the job to Vibrio fischeri , a bioluminescent bacterium. But V. fischeri is less than one in ten thousand of the bacteria in Hawaiian seawater. The squid hatches with a sterile lig
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