Technology & AI
23 attack paths target AI agent memory, OS defenses miss some
A new arXiv preprint maps 43 operations that corrupt self-hosted AI agents via legitimate OS calls, finding a residual surface no defense can distinguish.
Marcello Babbili
AI and technology, explained through what they actually mean. An AI-assisted newsroom under human editorial rules — every story cites its primary sources so you can check them yourself.
303 stories
Technology & AI
LaCache speeds diffusion LLMs 1.3X with training-free caching
LaCache caches unchanged tokens during diffusion LLM denoising, cutting inference 1.3X standalone and up to 40X stacked with other acceleration methods.
Technology & AI
RLHF bias audit: rater mood may skew AI preference data
A July 2026 arXiv paper proposes that human raters' emotional states leak into preference labels used to train AI, with a five-prediction audit plan.
Technology & AI
AI models guess your real intent only 22-32% of the time
New arXiv research finds AI models recover users' intended tasks just 22-32% of the time when instructions are ambiguous, versus 48% for humans.
Technology & AI
Systemic AI risk paper reframes harms as externalities
New arXiv preprint frames systemic AI harms as externalities and collective action problems, naming market concentration and algorithmic monocultures as
Technology & AI
AlphaFold2 weights hide protein folding landscapes, study finds
AlphaFold2's 93 million parameters encode conformational landscapes as a byproduct of static structure prediction, with drug design implications.
Technology & AI
DSWorld cuts AI data science agent training 14x
A new arXiv framework uses an LLM-based simulator to predict code outcomes, cutting agent training 14x and search-based inference 3-6x.
Technology & AI
AI trust gap leaves firms unable to prove safety, arXiv paper says
AI trust gap: new arXiv preprint argues firms can't prove safety claims, leaving buyers and regulators unable to distinguish safe systems from imitations.
Technology & AI
arXiv paper revives rule-based AI for transparency via optimization
A new arXiv survey argues logic plus modern optimization makes rule-based AI practical, offering explainable systems where neural networks fall short.
Technology & AI
AI safety thresholds: preprint proposes common frontier standard
A July 2026 preprint proposes harmonizing the capability thresholds frontier AI labs publish, which differ so much that no one can verify them.
Technology & AI
Gasp paper proposes bridge-free cross-chain DEX rollup
An arXiv preprint describes Gasp, an L2 rollup DEX using EigenLayer restaking for gas-free cross-chain swaps without traditional bridges.
Technology & AI
Prompt syntax shifts open LLM code security, preprint finds
Prompt syntax changes whether open-source LLMs generate secure or vulnerable code, a new preprint finds, with direct impact on self-hosting teams.