Health System Scale Semantic Search Across Unstructured Clinical Notes
Semantic search system deployed at children's hospital indexing 166M clinical notes using instruction-tuned embeddings; addresses scalability and governance challenges.
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Semantic search system deployed at children's hospital indexing 166M clinical notes using instruction-tuned embeddings; addresses scalability and governance challenges.
OxyGent open-source framework enables modular, observable multi-agent systems via pluggable components and permission-driven dynamic planning.
Study examines LLM integration in hybrid work environments to adjust spatial experiences and collaboration dynamics.
Empirical study comparing PLM-GNN hybrids for code classification and vulnerability detection; hybrids outperform GNN-only baselines.
Reddit discussion speculating on potential end of discounted Claude subscription pricing models.
Tank OS puts OpenClaw AI agents into a container that let's it run reliably and more safely, especially for those running fleets of them.
Qwen3.6-27B IQ4_XS quantization bloat analysis; reverting llama.cpp commit reduces VRAM from 15.1GB to 14.7GB with 110k context.
Generic discussion post about wisdom or best practices in AI/coding communities.
First systematic study of uncertainty estimation in audio-aware LLMs; benchmarks five methods addressing hallucination and confidence calibration.
I was overcharged by more than $100, so I opened a billing ticket last month. They only responded yesterday and said everything looked fine because they refunded me $100 in credits. They didn’t give me any option to choose between a refund to my card or credits, but I can let…
DualFact multimodal framework separates factual verification in procedural video captioning into conceptual and contextual facts.
Analysis of Perspective API shutdown exposes structural dependence of NLP/LLM evaluation on single proprietary toxicity measurement tool.
Marco-MoE open-weight multilingual sparse MoE models with 5% parameter activation and best-in-class performance-to-compute ratio.
Dictionary learning method for Kernel EDMD approximation of nonlinear dynamical systems via Koopman operators.
RealMat-BaG benchmark for semiconductor bandgap prediction under experimental conditions using GNNs; addresses domain generalization challenges.
SnapGuard detects prompt injection attacks on screenshot-based web agents using lightweight multimodal methods instead of large VLMs.
Semantic Gateway framework applies formal validation and zero-trust security to LLM-orchestrated enterprise APIs using Model Context Protocol.
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RL-based study of tactile and proximity sensor properties for humanoid collision avoidance on H1-2 robot using dodgeball task.
Qwen 3.6 27B quantization benchmark: BF16 (69.78% avg accuracy, 54GB RAM) vs Q4_K_M (66.54%, 15GB) vs Q8_0 across HumanEval, HellaSwag, BFCL.
Theoretical analysis of expressiveness tradeoffs between converging, output-converging, and halting variants of Recurrent Graph Neural Networks.
SignSGD improvements via small-batch convergence analysis and hybrid dithering strategy for 1-bit gradient compression.
PullMD MCP server extracts article content for Claude Code, reducing token waste on HTML parsing by filtering boilerplate.
Medoid prototype alignment framework for cross-plant ICS intrusion detection without labeled data for unseen attacks.
Neuro-symbolic PPO extension transfers logical policy specs from easier tasks to improve sample efficiency in sparse-reward RL.
Otter is also releasing a new Windows app that can capture meeting notes without joining one
Wall-clock analysis shows canonical logit/feature-based knowledge distillation outperforms recent methods for semantic segmentation.
Opinion piece: MBSE models used with LLMs function as prompts rather than knowledge bases; co-design methodology needed.
Cross-cultural survey of 4,641 users finds LLM emotional support adoption varies 20–59% across seven countries.
Automated adversarial collaboration framework using LLM agents and program synthesis to adjudicate competing cognitive science theories.