Echovane Inc. closed a $1 million pre-seed round to speed up development of its AI-native, end-to-end market research platform. The funding round totals $1,000,000, co-led by Titan Capital and Neon Fund, to build out its AI agent infrastructure. Echovane will expand multimodal capabilities and its global participant network so studies can be executed faster while preserving research quality.
ByteDance’s Seed team released SeedRealtime, a native audio-visual full-duplex LLM that processes audio, video, and text in one end-to-end model and supports real-time continuous interaction. It is partially deployable because it is live inside the Doubao app, while ByteDance has provided no technical report, parameter count, or open weights. As a result, external teams can’t integrate the model yet, but Seed is offering a reference architecture shift away from cascaded ASR/VLM/TTS pipelines and external turn-taking components.
Meta released Muse Glimmer, a multimodal 30B open-source model aimed at local agentic use cases like coding and document analysis. It was distilled from Muse to a 30B parameter model and released today under the Apache 2.0 license. Meta also shipped day-0 support in Transformers and llama.cpp (plus vLLM and Inference Endpoints), so developers can load and run it locally with standard tooling.
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