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
Daily AI and technology coverage — models, chips, agents and research, and what each development actually means for you and your business.
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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.
Technology & AI
Byzantine fault tolerance breaks with AI agents, preprint warns
A July 2026 arXiv preprint shows AI agents following every consensus rule can still certify wrong answers, and shared model weights make them fail
Technology & AI
CRAFT method finds why LLMs fail, then fixes them
arXiv preprint CRAFT turns grading rubrics into capability diagnoses, generating targeted fine-tuning data that beats EvalTree on four models.
Technology & AI
SciForge: open-source AI workbench for scientists
SciForge, an open-source AI workbench posted to arXiv on July 20, lets scientists keep judgment while agents handle search, parsing, plotting and writing.
Technology & AI
5G NR side-channel attack cuts video quality 50%
Researchers show a 5G NR side-channel attack can halve a user's video stream quality by reading public scheduling data, without touching encrypted traffic.
Technology & AI
ToolVerse trains AI agents across 4500 real-world tools
New arXiv framework auto-builds massive training environments from 400 Model Context Protocols to teach AI agents long-horizon tool use.
Technology & AI
OpenAI reports failures in long-running AI models
OpenAI's July 2026 safety post details new risks in long-horizon AI models and iterative safeguards, relevant to any business deploying autonomous agents.