https://thebrieftide.com/brief/pace-a-neuro-symbolic-framework-for-plausible-and-actionable-counterfactual-expl The Brieftide en 2026-07-03T04:00:00.000Z PACE: Neuro-symbolic framework for actionable counterfactuals https://thebrieftide.com/brief/auto-fl-research-agentic-search-for-federated-learning-algorithms The Brieftide en 2026-07-03T04:00:00.000Z Auto-FL-Research: Agentic search for Federated Learning https://thebrieftide.com/brief/beyond-next-token-prediction-an-rlvr-proof-of-concept-for-tool-use-agents-on-atl The Brieftide en 2026-07-03T04:00:00.000Z RLVR: Proof-of-Concept for Tool-Use Agents on Atlassian APIs https://thebrieftide.com/brief/discrete-diffusion-language-models-for-interactive-radiology-report-drafting The Brieftide en 2026-07-03T04:00:00.000Z DiffusionGemma-26B vs Gemma-4-26B: Radiology report benchmark https://thebrieftide.com/brief/procedural-memory-distillation-online-reflection-for-self-improving-language-mod The Brieftide en 2026-07-03T04:00:00.000Z Procedural Memory Distillation: PMD boosts benchmarks https://thebrieftide.com/brief/world-feedback-for-clinical-agents-diagnosing-rl-in-fhir-environments The Brieftide en 2026-07-03T04:00:00.000Z MedAgentBench-v3 shows RL limits in FHIR: 8.9% silent-finish https://thebrieftide.com/brief/when-should-service-agents-reconsider-difficulty-routed-control-in-customer-serv The Brieftide en 2026-07-03T04:00:00.000Z Difficulty-Routed Control: When Service Agents Should Reconsider https://thebrieftide.com/brief/the-wiola-architecture-for-efficient-small-language-models The Brieftide en 2026-07-03T04:00:00.000Z Wiola architecture: new SLM design, 120M-1.5B sizes, HuggingFace https://thebrieftide.com/brief/agent4cs-a-multi-agent-system-for-code-summarization-in-large-hierarchical-codeb The Brieftide en 2026-07-03T04:00:00.000Z Agent4cs: Multi-agent code summarization, up to 38% gains https://thebrieftide.com/brief/safety-targeted-embedding-exploit-via-refinement The Brieftide en 2026-07-03T04:00:00.000Z STEER attack: multilingual jailbreaks hit 93% on open 8B models https://thebrieftide.com/brief/contextsniper-anttrail-s-token-efficient-code-memory-for-repository-level-progra The Brieftide en 2026-07-03T04:00:00.000Z ContextSniper (AntTrail) token-efficient code memory, benchmarks https://thebrieftide.com/brief/rethinking-complexity-metrics-for-llm-integrated-applications-beyond-source-code The Brieftide en 2026-07-03T04:00:00.000Z HECATE: New complexity metrics for LLM-integrated applications https://thebrieftide.com/brief/elephantagent-contextual-state-continuity-in-agentic-systems The Brieftide en 2026-07-03T04:00:00.000Z ElephantAgent: Contextual State Continuity protocol (arXiv 2026) https://thebrieftide.com/brief/repair-the-amplifier-not-the-symptom-stable-world-model-correction-for-agent-rol The Brieftide en 2026-07-03T04:00:00.000Z WM-SAR: Stable World-Model Correction for Agent Rollouts https://thebrieftide.com/brief/verifiable-knowledge-expansion-through-retrieval-grounded-formal-concept-analysi The Brieftide en 2026-07-03T04:00:00.000Z Retrieval-Grounded Formal Concept Analysis: Verifiable Knowledge https://thebrieftide.com/brief/ontolearner-a-modular-python-library-for-ontology-learning-with-large-language-m The Brieftide en 2026-07-03T04:00:00.000Z OntoLearner: Python library for ontology learning with LLMs https://thebrieftide.com/brief/creativityneuro-steering-language-model-weights-to-improve-divergent-thinking-an The Brieftide en 2026-07-03T04:00:00.000Z CreativityNeuro: Steering LLM Weights to Boost Divergent Thinking https://thebrieftide.com/brief/spec-auf-accept-until-fail-training-under-train-inference-misalignment-for-maske The Brieftide en 2026-07-03T04:00:00.000Z Spec-AUF: Accept-Until-Fail training for Masked Drafters https://thebrieftide.com/brief/skillcoach-self-evolving-rubrics-for-evaluating-and-enhancing-agentic-skill-use The Brieftide en 2026-07-03T04:00:00.000Z SkillCoach: Self-Evolving Rubrics for LLM Agent Skill-Use https://thebrieftide.com/brief/camonas-neural-architecture-search-for-enhanced-camouflaged-object-detection The Brieftide en 2026-07-03T04:00:00.000Z CamoNAS: Neural Architecture Search for Camouflaged Detection