SpectralCanary: Embarrassingly Simple Low-Frequency Traces for T2I Dataset-Use Auditing
Auditing whether a text-to-image (T2I) model was fine-tuned on a particular image collection is difficult: a model can absorb…
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Cost-Aware Abstention for LLM-Based IT Ticket Classification
Wrong automatic routing of an IT support ticket can cost more than human triage. We evaluate cost-aware abstention as an offline…
METTA: Memory-Enhanced Test-Time Adaptation for Meta-Reinforcement Learning
Meta-reinforcement learning aims to train agents that adapt quickly to unseen tasks from limited interaction, but this requires…
EpiSEM-Bench: Evaluating Safety and Evidence Recovery in LLM Agents under Missing Evidence
Tool-using language model agents rely on environmental facts to decide whether an action is permitted. When a tool response omits…
Low-Bit N-Gram Embeddings for Language Models
Many recent open-weight language models use n-gram embedding tables to improve performance. These tables store learned…
Gologin Cloud Browser
Cloud browser for AI agents and tough sites Discussion | Link
Causal Chain of Thought: Mitigating Attention Leakage via Context Isolation
Chain-of-thought (CoT) prompting elicits step-by-step rationales that appear to explain model predictions, but there is no…
Google's Agent Compute Engine gives every Gemini agent its own hardware-isolated micro virtual machine
With Agent Compute Engine, Google is introducing a runtime environment designed specifically for AI agents, while also expanding…
Deploy AI in a HIPAA-eligible environment with Amazon Quick
Amazon Quick is a HIPAA-eligible service, but eligibility is not the same as compliance. This post explains who HIPAA applies to…
Stream low-latency speech from AI agents using Kokoro TTS on Amazon SageMaker AI
Voice agents often wait for an agent's full response before starting speech synthesis, adding latency users feel directly. This…
Questioning Instrumental Convergence in RLVR: Checkpoint Evidence from OLMo-3
Instrumental convergence is often invoked as a general reason to expect capable agents to acquire or express power-seeking…
How Ground Truth Shapes Retrieval Scores: Evidence-Aware Evaluation of a Retrieval-Augmented Generation System for Breast Lesions
Purpose: To describe an evidence-aware retrieval evaluation protocol for a clinical retrieval-augmented generation (RAG) system…
The Guardian view on AI safety: the push for global regulation must advance
The current US administration is an obstacle, but public demand for protection will ultimately prevail Organisations around the…
Someone hacked the Switch 2 by using an old game and AI
The Nintendo Switch 2 has apparently been jailbroken, and a modder has already shown the console running a custom version of…
The race to fix huge PHP code flaw at the heart of the internet - The Latest
Websites around the world have been taken offline as governments and businesses scramble to fix a flaw in the computer language…
Inside ChatGPT’s Ad Auction: How Relevance, Bids, And Memory Decide Placement
OpenAI explains how a custom LLM orchestrator interprets multi-turn conversations, nominates ads for auction, and drops…
Chinese hackers spied on thousands of companies after breaching IT giant ConnectWise
Microsoft points the blame for ConnectWise's breach at a China-aligned hacker, which relied on AI agents to rapidly hack into…
PHP: Pretty Huge Problem with the internet – The Latest
Websites around the world have been taken offline as governments and businesses scramble to fix a flaw in the computer language…
How to Read Data into GPU Memory in Python with NVIDIA GPUDirect Storage
GPU applications are processing ever-growing datasets with increasingly powerful accelerators. According to the 2025 Stanford AI…
Stop guessing auto scaling targets for TTS on Amazon SageMaker AI
Teams deploying custom text-to-speech models on Amazon SageMaker AI often guess at autoscaling thresholds, and a wrong guess…
How Rescale built an AI triage agent with Strands Agents and AI-DLC
Rescale used the AI-Driven Development Lifecycle (AI-DLC) framework on AWS, with Strands Agents and Amazon Bedrock, to build an…
Only 13 percent of companies see real returns from AI, Gartner survey finds
Only 13 percent of companies are getting real business value from their AI investments, according to a Gartner survey of 2,002…
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