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
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
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.
Technology & AI
NVIDIA Cosmos 3 Edge: 4B model runs robots at 15 Hz
NVIDIA's new 4-billion-parameter open model generates 32 robot actions per inference on Jetson Thor, bringing real-time reasoning to edge devices for the
Technology & AI
PagedWeight cuts MoE serving memory 72% with FP16 accuracy
A new preprint claims PagedWeight dynamically quantizes MoE model weights at runtime, saving 72% GPU memory and lifting throughput 1.94× for AI inference.
Technology & AI
AI trustworthiness framework tracks model drift with auditable levels
A July 2026 arXiv preprint proposes learning interpretable trustworthiness levels and monitoring them across an AI system's entire lifecycle.
Technology & AI
AI trust tools favour fairness over security, arXiv study finds
A new arXiv study of OECD-catalogued AI trust tools finds the field heavy on fairness and transparency but thin on security, explainability and
Technology & AI
NVIDIA connects AI agents to creative tools via MCP at SIGGRAPH
NVIDIA's SIGGRAPH keynote unveils MCP connections letting AI agents work inside creative apps, plus Cosmos 3 Edge for local physical AI.
Property & Economy
Productivity grows, wages lag: Australia's housing squeeze
The Australia Institute asks why wages lag productivity. The answer reaches every mortgage application and rent payment in the country.