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Atria Dawn Preview is introduced, a foundation agentic language model designed for scientific research and engineering workflows, with the goal of expanding the frontier of agent productivity in the real world.
StructPO achieves a coherent academic introduction in a single pass, outperforming traditional multi-stage workflows while maintaining competitive quality against advanced LLMs.
Coordinated attacks on discourse-level opinion can shift perceptions across multi-topic queries, exposing critical vulnerabilities in RAG systems.
Stop evaluating papers in isolation: GraphReview's graph-based LLM framework boosts paper evaluation accuracy by nearly 30% by explicitly modeling relationships between papers.
