BadWAM: When World-Action Models Dream Right but Act Wrong
BadWAM introduces adversarial attacks exploiting visual-action drift in world-action models, revealing safety vulnerabilities in embodied AI agents.
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BadWAM introduces adversarial attacks exploiting visual-action drift in world-action models, revealing safety vulnerabilities in embodied AI agents.
MM-IssueLoc benchmark isolates visual evidence impact in multimodal software repository issue localization across 23 languages and 652 instances.
Expert-in-the-loop annotation framework for depression diagnosis using LLMs, grounding labels in DSM-5-TR criteria for explainable mental health AI.
Two-stage MDP formulation for reinforcement learning in masked diffusion language models, accounting for both token placement and position unmasking.
Novel decomposition framework for uncertainty quantification deriving epistemic/aleatoric measures from subjective risk and proper losses.
EU regulators force Google to share AI and search capabilities with competitors under digital competition rules.
Plover externalizes planning in vision-based GUI agents, enabling user inspection and correction of task plans for autonomous interface automation.
Critical analysis of item response theory reliability for AI benchmarks, highlighting regime mismatches between IRT assumptions and benchmark data distributions.
Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less. Half have already shipped an agent that passed their internal evaluations and then failed a customer in production; only one in twenty…
Hybrid neural-physics ODE framework with RTS smoothing for state/parameter estimation in dynamical systems with unknown components.
T²MLR fuses cached middle-layer representations across decoding steps to enable persistent reasoning in transformers with minimal inference overhead.
Benchmark evaluates six MLLMs on scientific visualization literacy using 49 standardized assessment items across 8 visualization techniques.
Study investigates linear representations of grammaticality in neural language models beyond probability-based measures.
Forrester warns AI infrastructure costs and usage-based pricing will significantly increase enterprise software budgets in 2025.
MedFailBench is clinician-built open-source benchmark categorizing medical AI failures by severity and safety gate type with 44 synthetic cases.
Opinion piece examines AI's transition from tool to autonomous research participant via industrialization of science, citing DOE Genesis Mission.
Research investigates scaling laws for Behavior Foundation Models in humanoid robot control using large-scale behavioral data.
On-Policy Delta Distillation introduces delta-signal reward for RL post-training, measuring difference between teacher and base models.
A video analytics AI agent that can perceive, reason, and act based on massive amounts of video footage must be integrated with existing workflows and... A video analytics AI agent that can perceive, reason, and act based on massive amounts of video footage must be integrated…
With this new update, Google is expanding AI Mode beyond answering questions and into completing tasks across the apps they use regularly.
Google is giving its AI note-taking app a new name. The company announced on Thursday that NotebookLM is becoming Gemini Notebook, but will remain a standalone app even as it integrates more deeply across Gemini and Google Search. Google first revealed Gemini Notebook - then…
OpenAI introduces age-appropriate safeguards, parental controls, and learning tools for ChatGPT teenage users.
Agentic AI changes the infrastructure pattern for AI factories. One request can trigger many model calls, tool calls, memory lookups, policy checks, storage... Agentic AI changes the infrastructure pattern for AI factories. One request can trigger many model calls, tool calls…
Google integrates third-party app connections into Search's AI Mode for secure data access and interaction.
Google Vids adds Gemini Omni support and personal avatar features for video generation and editing.
Large-scale political bias audit compares Grokipedia (Grok-written encyclopedia) and Wikipedia across 1,394 article pairs on neutrality.
Companies coming to market are raising money at fastest pace this century.
Diagnostic study isolates and evaluates five visual world models (DreamerV3, DIAMOND, TWISTER, Simulus, STORM) in Atari Pong.
DoorDash is opening a limited beta of dd-cli, a command-line tool that lets developers and AI agents search stores, build carts, and place orders from the terminal, marking another step toward software designed for AI agents instead of just humans.