…AI-generated summary Integrating molecular, morphological, and clinical data is essential for basic and translational biomedical research, yet systematic frameworks for jointly modeling these modalities remain limited. Here we present Haiku, a…
…AI-generated summary As LLM-powered agents are increasingly deployed in edge-cloud environments , personalized memory has become a key enabler of long-term adaptation and user-centric interaction. However, cloud-assisted…
…Experiments across multiple model scales and architectures show that SEIF consistently improves instruction-following performance, suggesting strong generality. Further analyses reveal the sources of improvement and identify an effective training strategy for…
…AI-generated summary Recent advances in agentic harness with orchestration frameworks that coordinate multiple agents with memory , skills , and tool use have achieved remarkable success in complex reasoning tasks . However, the underlying…
…AI-generated summary We study auto research as a closed empirical loop driven by external measurement. Each submitted trial carries a hypothesis, an executable code edit, an evaluator-owned outcome , and feedback…
…AI-generated summary PromptReps showed that an autoregressive language model can be used directly as a retriever by prompting it to generate dense and sparse representations of a query or passage. Extending…
…Defining and Measuring Script Fidelity Rate (2026) CAST-TTS: A Simple Cross-Attention Framework for Unified Timbre Control in TTS (2026) Fine-tuning Whisper for Pashto ASR: strategies and scale (2026) Please…
…This work reveals that these optimization strategies share a common geometric structure: each implicitly defines a target distribution on the response simplex and projects toward it via first-order approximation . Building on…
…Analysis and Refinement • Identify thresholds for autopoietic behavior. • Refine model hyperparameters and retrain as necessary. • Document emergent strategies and failure modes. Expected Outcomes • Demonstration that an adaptive propagation engine sustains >90% knowledge…
…A reference-free metric and 100-pair benchmark (2026) Fine-tuning Whisper for Pashto ASR: strategies and scale (2026) BlasBench: An Open Benchmark for Irish Speech Recognition (2026) Please give a thumbs…