https://thebrieftide.com/brief/mistral-s-open-source-leanstral-1-5-aces-formal-math-benchmarks-and-catches-real The Brieftide en 2026-07-04T07:12:47.000Z Mistral Leanstral 1.5 aces formal math benchmarks, finds code bugs https://thebrieftide.com/brief/microsoft-follows-anthropic-and-openai-into-the-ai-super-app-race-with-overhaule The Brieftide en 2026-07-03T19:24:40.000Z Copilot: Microsoft’s overhauled Copilot with AutoPilot agents set https://thebrieftide.com/brief/a-device-that-revives-eyeballs-from-dead-donors-could-make-eye-transplants-possi The Brieftide en 2026-07-03T17:34:37.000Z Eye-in-a-Care-Box: device revives donor eyeballs for transplants https://thebrieftide.com/brief/claude-code-s-complicated-china-problem-involves-bans-on-both-sides-of-the-pacif The Brieftide en 2026-07-03T17:11:33.000Z Anthropic's Claude Code: China access bans and Alibaba ban https://thebrieftide.com/brief/security-vulnerability-reports-have-exploded-since-ai-models-started-hunting-for The Brieftide en 2026-07-03T16:49:47.000Z Anthropic Claude Mythos: CVE reports surge to 1,500 in June 2026 https://thebrieftide.com/brief/google-deepmind-unionization-talks-are-off-to-a-rocky-start The Brieftide en 2026-07-03T16:30:00.000Z Google DeepMind union talks stall as London negotiations fray https://thebrieftide.com/brief/uk-s-ai-security-institute-finds-standard-benchmarks-systematically-underestimat The Brieftide en 2026-07-03T16:14:44.000Z AISI study: Benchmarks underestimate AI agents' compute gains https://thebrieftide.com/brief/anthropic-wants-to-develop-its-own-drugs The Brieftide en 2026-07-03T13:56:52.000Z Anthropic plans to develop its own drugs, announces Claude Science https://thebrieftide.com/brief/ai-s-volatile-power-use-quietly-tests-grid-limits The Brieftide en 2026-07-03T12:00:01.000Z AI power use strains grids, data centers and AWS demand https://thebrieftide.com/brief/gpt-and-claude-failed-bridgewater-s-finance-tests-because-the-right-answers-were The Brieftide en 2026-07-03T11:16:42.000Z Bridgewater's fine-tuned Qwen3-235B outperforms GPT, Claude https://thebrieftide.com/brief/meta-s-ai-agent-push-is-moving-slower-than-zuckerberg-planned The Brieftide en 2026-07-03T11:05:22.000Z Meta's AI agent push lagging, Zuckerberg says; Watermelon https://thebrieftide.com/brief/tesla-caps-employee-ai-spending-at-200-per-week The Brieftide en 2026-07-03T10:56:51.000Z Tesla caps employee AI spending at $200 per week, July 6 https://thebrieftide.com/brief/chinese-ai-video-maker-kling-raises-2-billion-as-it-gears-up-for-hong-kong-ipo The Brieftide en 2026-07-03T08:53:16.000Z Kling raises $2B ahead of Hong Kong IPO, unit valued $18B 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/comfyclaw-self-evolving-skill-harnesses-for-image-generation-workflows The Brieftide en 2026-07-03T04:00:00.000Z COMFYCLAW: Self-Evolving Skills for ComfyUI Workflows, 2 Jul 2026 https://thebrieftide.com/brief/revisiting-chain-of-thought-reasoning-under-limited-supervision-semi-supervised The Brieftide en 2026-07-03T04:00:00.000Z Semi-CoT: Semi-supervised Chain-of-Thought Learning Study 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/algebraic-model-counting-for-global-analysis-of-optimal-decision-trees The Brieftide en 2026-07-03T04:00:00.000Z Algebraic Model Counting: Analysis of Optimal Decision Trees https://thebrieftide.com/brief/multimodal-knowledge-edit-scoped-generalization-for-online-recursive-mllm-editin The Brieftide en 2026-07-03T04:00:00.000Z ScopeEdit: arXiv paper on scoped online editing for MLLMs https://thebrieftide.com/brief/scaling-with-confidence-calibrating-confidence-of-llms-for-adaptive-test-time-sc The Brieftide en 2026-07-03T04:00:00.000Z LLM Calibration with C3RL and CAS: Adaptive Test-Time Scaling https://thebrieftide.com/brief/separating-expert-retention-from-autonomous-source-inference-in-raw-ecg-replay-f The Brieftide en 2026-07-03T04:00:00.000Z Continual ECG Deployment: Expert Retention vs Source Inference https://thebrieftide.com/brief/atomic-task-graph-a-unified-framework-for-agentic-planning-and-execution The Brieftide en 2026-07-03T04:00:00.000Z Atomic Task Graph (ATG): agentic planning with 7B–8B models https://thebrieftide.com/brief/hawk-harnessing-hardware-aware-knowledge-for-high-performance-npu-kernel-generat The Brieftide en 2026-07-03T04:00:00.000Z Hawk: NPU kernel generation raises accuracy to 80.0% https://thebrieftide.com/brief/safe-and-adaptive-cloud-healing-verifying-llm-generated-recovery-plans-with-a-ne The Brieftide en 2026-07-03T04:00:00.000Z PASE: LLM-driven Cloud Healing that Verifies Recovery Plans https://thebrieftide.com/brief/path-level-hindsight-instructions-for-semantic-exploration-in-vision-language-na The Brieftide en 2026-07-03T04:00:00.000Z Phi-Nav: Hindsight instructions for Vision-Language Navigation https://thebrieftide.com/brief/hidden-forgetting-in-continual-multimodal-learning-when-accuracy-survives-but-gr The Brieftide en 2026-07-03T04:00:00.000Z Hidden Forgetting in MLLMs: RCL reduces evidence drift https://thebrieftide.com/brief/semhash-llm-a-multi-granularity-semantic-hashing-framework-for-document-deduplic The Brieftide en 2026-07-03T04:00:00.000Z SemHash-LLM: multi-granularity hashing for deduplication 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/reformalization-of-the-jordan-curve-theorem The Brieftide en 2026-07-03T04:00:00.000Z Jordan Curve Theorem reformalized: Mizar and HOL Light to Lean 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/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/distributionally-robust-listwise-preference-optimization The Brieftide en 2026-07-03T04:00:00.000Z Robust Listwise Preference Optimization, O(ε^{-2}) bounds https://thebrieftide.com/brief/traceable-fault-diagnosis-for-battery-energy-storage-systems-via-retrieval-augme The Brieftide en 2026-07-03T04:00:00.000Z Retrieval-Augmented O&M Assistant for BESS: Traceable Diagnosis https://thebrieftide.com/brief/janus-a-playground-for-user-involved-agentic-permission-management The Brieftide en 2026-07-03T04:00:00.000Z Janus playground for agentic permission management, arXiv 2026 https://thebrieftide.com/brief/clap-closed-loop-training-evaluation-and-release-control-for-domain-agent-post-t The Brieftide en 2026-07-03T04:00:00.000Z CLAP: Closed-Loop Agent Post-training, 3B RAG tests and gains https://thebrieftide.com/brief/the-agentic-garden-of-forking-paths The Brieftide en 2026-07-03T04:00:00.000Z Agentic Bootstrap and the m-value: exposing forking analysis paths https://thebrieftide.com/brief/epistemic-goggles-a-pretrained-module-that-induces-an-epistemic-frame-via-gradie The Brieftide en 2026-07-03T04:00:00.000Z Epistemic Goggles: Gradient-editing module flags fiction 91% https://thebrieftide.com/brief/safety-testing-llm-agents-at-scale-from-risk-discovery-to-evidence-grounded-veri The Brieftide en 2026-07-03T04:00:00.000Z Vera: Safety Testing LLM Agents at Scale, 1600 Executable Cases https://thebrieftide.com/brief/subliminal-clocks-latent-time-modelling-in-diffusion-language-models The Brieftide en 2026-07-03T04:00:00.000Z Subliminal Clocks: Latent Time in Diffusion Language Models https://thebrieftide.com/brief/mastermind-strategy-grounded-learning-for-repository-scale-vulnerability-reprodu The Brieftide en 2026-07-03T04:00:00.000Z Mastermind raises GPT-5.5 vulnerability pass rate to 84.5% https://thebrieftide.com/brief/episodic-to-semantic-consolidation-without-identity-drift The Brieftide en 2026-07-03T04:00:00.000Z Episodic-to-Semantic Consolidation That Preserves Identity https://thebrieftide.com/brief/inducekv-fixed-footprint-continual-adaptation-of-multimodal-llms-via-inducing-kv The Brieftide en 2026-07-03T04:00:00.000Z InduceKV for Multimodal LLMs: Fixed-Footprint Continual Adaptation 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/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/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/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/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/profit-based-counterfactual-explanations-for-product-improvement-a-case-study-of The Brieftide en 2026-07-03T04:00:00.000Z Profit-Based Counterfactual Explanations for Manga Sales https://thebrieftide.com/brief/scaling-trends-for-lie-detector-oversight-in-preference-learning The Brieftide en 2026-07-03T04:00:00.000Z Scaling Trends for SOLiD: Lie Detector Oversight by Model Size https://thebrieftide.com/brief/actual-causality-in-fault-trees The Brieftide en 2026-07-03T04:00:00.000Z Actual causality in fault trees: Halpern & Pearl classification https://thebrieftide.com/brief/diverse-evidence-better-forecasts-multi-agent-deliberation-under-information-asy The Brieftide en 2026-07-03T04:00:00.000Z InfoDelphi: Multi-agent deliberation improves forecasting 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/a-tma-decoupling-state-aware-memory-failures-in-long-term-agent-memory The Brieftide en 2026-07-03T04:00:00.000Z A-TMA improves ghost-memory benchmarks: LTP + LoCoMo gains https://thebrieftide.com/brief/generic-expert-coverage-for-pruning-sparsemixture-of-experts-language-models The Brieftide en 2026-07-03T04:00:00.000Z Generic TB-Coverage improves MoE pruning for Qwen1.5, DeepSeek 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 https://thebrieftide.com/brief/opine-world-programmatic-world-modeling-with-ontology-error-prioritized-interact The Brieftide en 2026-07-03T04:00:00.000Z OPINE-World: Learns programmatic world models, solves 20/25 https://thebrieftide.com/brief/meta-benchmarks-for-financial-services-llm-evaluation The Brieftide en 2026-07-03T04:00:00.000Z Meta-Benchmarks: Financial-Services LLM evaluation framework https://thebrieftide.com/brief/autonomous-discovery-of-traffic-laws-with-ai-traffic-scientists The Brieftide en 2026-07-03T04:00:00.000Z TrafficSci AI rediscovers traffic laws and finds new temporal https://thebrieftide.com/brief/simworlds-a-multi-agent-system-for-dynamic-3d-scene-creation The Brieftide en 2026-07-03T04:00:00.000Z SimWorlds: Multi-Agent 4D scene system and 4DBuildBench https://thebrieftide.com/brief/pace-a-proxy-for-agentic-capability-evaluation The Brieftide en 2026-07-03T04:00:00.000Z PACE: Proxy predicts agentic benchmark scores (under 4% MAE) 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/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/eo-agents-a-three-agent-llm-pipeline-for-earth-observation-hypothesis-generation The Brieftide en 2026-07-03T04:00:00.000Z EO-Agents: Three-Agent LLM Pipeline for NASA EO Hypotheses 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/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/spatial-support-matters-geometry-aware-graph-fusion-for-rainfall-field-reconstru The Brieftide en 2026-07-03T04:00:00.000Z Geometry-Aware Graph Fusion: Rainfall Field Reconstruction https://thebrieftide.com/brief/pre-flight-a-benchmark-for-evaluating-large-language-models-on-aviation-operatio The Brieftide en 2026-07-03T04:00:00.000Z Pre-Flight benchmark: LLM aviation test shows 82.7% top score https://thebrieftide.com/brief/drl-clba-a-clean-label-backdoor-attack-for-speech-classification-via-ddpg-reinfo The Brieftide en 2026-07-03T04:00:00.000Z DRL-CLBA: Clean-Label Backdoor Attack for Speech via DDPG https://thebrieftide.com/brief/mmir-tcm-memory-integrated-multimodal-inference-and-retrieval-for-tcm-clinical-d The Brieftide en 2026-07-03T04:00:00.000Z MMIR-TCM: multimodal TCM AI framework outperforms GPT-4o, Gemini 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/mark-zuckerberg-tells-staff-that-ai-agents-haven-t-progressed-as-quickly-as-he-d The Brieftide en 2026-07-02T23:38:10.000Z Mark Zuckerberg: Meta’s AI agents lag, gains expected in 3-6 https://thebrieftide.com/brief/hardware-rooted-ai-security-that-won-t-slow-you-down The Brieftide en 2026-07-02T21:25:42.000Z NVIDIA Confidential Computing: 98% performance, Blackwell GPUs https://thebrieftide.com/brief/jersey-mike-s-ipo-illustrates-how-bad-the-ai-hype-has-become The Brieftide en 2026-07-02T20:11:59.000Z Jersey Mike’s IPO: AI mentioned 22 times in its S-1 filing https://thebrieftide.com/brief/llm-coding-agent-0-1a0 The Brieftide en 2026-07-02T19:33:12.000Z llm-coding-agent 0.1a0: GPT-5.5 coding agent and tools https://thebrieftide.com/brief/microsoft-launches-2-5-billion-frontier-company-to-embed-6-000-ai-engineers-insi The Brieftide en 2026-07-02T19:18:29.000Z Microsoft Frontier Company launch: $2.5B, 6,000 AI engineers https://thebrieftide.com/brief/meta-quietly-launches-vibe-coded-gaming-app-pocket The Brieftide en 2026-07-02T18:44:02.000Z Meta launches Pocket gaming app, AI-made 'gizmos' and feed https://thebrieftide.com/brief/anthropic-is-discussing-a-new-custom-chip-with-samsung The Brieftide en 2026-07-02T18:31:09.000Z Anthropic explores Samsung custom AI chip while hiring chip lead https://thebrieftide.com/brief/using-dspy-to-evaluate-and-improve-datasette-agent-s-sql-system-prompts The Brieftide en 2026-07-02T18:25:00.000Z Datasette Agent: improving SQL system prompts with DSPy https://thebrieftide.com/brief/can-cursor-remain-a-platform-for-openai-and-anthropic-s-models-inside-spacex The Brieftide en 2026-07-02T18:01:20.000Z Cursor and SpaceX: Will OpenAI and Anthropic Keep Models? https://thebrieftide.com/brief/how-amazon-bedrock-catches-ai-generated-phishing The Brieftide en 2026-07-02T17:55:41.000Z Amazon Bedrock: how it detects AI-generated phishing https://thebrieftide.com/brief/best-practices-for-multi-turn-reinforcement-learning-in-amazon-sagemaker-ai The Brieftide en 2026-07-02T17:50:23.000Z Amazon SageMaker AI multi-turn reinforcement learning practices https://thebrieftide.com/brief/anthropic-reportedly-explores-custom-chip-manufacturing-with-samsung-while-insis The Brieftide en 2026-07-02T17:30:57.000Z Anthropic explores Samsung chip talks, still relies on Nvidia https://thebrieftide.com/brief/understand-to-participate The Brieftide en 2026-07-02T17:07:14.000Z Geoffrey Litt: 'Understand to participate' advice from AIE https://thebrieftide.com/brief/anthropic-says-it-cut-80-percent-of-claude-code-s-system-prompt-because-fable-5 The Brieftide en 2026-07-02T16:20:29.000Z Anthropic cuts Claude Code system prompt 80% for Fable 5 https://thebrieftide.com/brief/achieving-operational-excellence-with-ai The Brieftide en 2026-07-02T15:37:08.000Z Teleperformance AI: Achieving Operational Excellence Now https://thebrieftide.com/brief/openai-proposed-donating-5-of-its-equity-to-a-us-sovereign-wealth-fund The Brieftide en 2026-07-02T15:20:51.000Z OpenAI 5% equity proposal to US sovereign wealth fund, explained https://thebrieftide.com/brief/trump-gets-openai-to-offer-us-5-stake-far-lower-than-sanders-target The Brieftide en 2026-07-02T15:12:25.000Z OpenAI offers US a 5% stake, Trump supports; Sanders wants more