# retrieval‑augmented generation
Latest news and articles about retrieval‑augmented generation
Total: 2 articles found
At AWE, Chatting With Humanoids Felt Real — but the ‘Open‑Book’ Robot Is Still Work in Progress
At AWE this year humanoid robots demonstrated more convincing conversational skills by combining physical embodiments with retrieval‑based agent systems. The demos show practical gains — fewer factual errors and task‑oriented tool use — but hardware limits, orchestrated presentations and regulatory gaps mean wide consumer adoption is not yet assured.
ByteDance’s Seedream 5.0 Lite Adds Live Web Retrieval to Image Generation — A Step Toward More Up‑to‑Date, Reasoning‑Capable Multimodal AI
ByteDance’s Volcano Engine has launched Seedream 5.0 Lite, a lightweight image‑generation model that for the first time supports real‑time web retrieval and chain‑of‑thought reasoning. Available now on the JiMeng creative platform and due for API rollout later in February, the release tightens the gap between static generative systems and live, context‑aware content creation while raising new questions about provenance, copyright and content safety.