AI - Page 43

At the White House's "Science: A New Golden Age" summit on 8 October, six technology leaders received the US's top science and technology honours. What the two medals are, how winners are normally chosen, and why the choice of tech chief executives is drawing attention.

Samsung's third-quarter guidance points to about ₩107.4 trillion in operating profit on ₩195 trillion of sales, up from ₩12.17 trillion a year ago, with AI data-centre memory demand credited. AWS becomes a Platinum member of the Linux Foundation, with a board seat. What the numbers say and what they leave out.

Manus raises more than $500m after Beijing blocked Meta's takeover. Tab emerges at a $300m valuation. Nvidia reportedly discusses another $1bn for Figure. ElevenLabs says it has passed a $600m run rate, and Synthesia launches Syren in beta. A Reuters/Ipsos poll finds most Americans think government is not taking AI risks seriously enough.

A former Tesla Optimus AI lead is reportedly building non-humanoid factory robots. AWS has published open sample code for training robot software in the cloud. Locus keeps its top AMR ranking in the Americas, and ZS Robotics brings a low-profile pallet shuttle to the US. What is confirmed, what is reported and what is company-claimed.

A new benchmark, TasteVal, says the best AI model now reaches expert-level results on eight AI research tasks with 2.3 times less compute, though its authors list reasons that may overstate progress. Preference Model has open-sourced Karotte, a framework for training environments that are harder to game, and DatologyAI has released Zephon, a data loader that keeps experiments repeatable when the GPU count changes. What each claims, and who measured it.

Scale AI and Elorian's Humanity's Sixth Sense benchmark finds people score 93.1% on everyday visual questions while the best model, GPT-6 Astra, scores 53.6%, mostly because models misread the picture. A separate preprint, not yet peer reviewed, says base models can reason almost as well as RL-trained ones when their answer starts with the right word.

Cognition has given its Devin coding agent a memory: short notes kept in a Git repository and tidied each night by a "dreaming" session, with the format open-sourced. Separately, Hark has released Hark Pro, a free assistant built on a model trained to use computers. What each launch is, and which claims are the companies' own.

A critical Langflow flaw let MCP server settings run any command. Researchers say GitHub's Copilot CLI followed encrypted instructions that it refused in plain text; GitHub says that is not a vulnerability. Meanwhile Atlassian has split its 220+ agent tools into read, write and destructive tiers, and OpenAI has made Codex Auto-review free. What each one confirms.

Anthropic has expanded its Cyber Verification Program into three tiers, Defense, Red Team and Specialized, that relax Claude's cyber safety blocks for vetted security teams on Opus 5.5, Sonnet 5.5 and Mythos 5.1. Specialized applicants are reviewed with the US government. What each tier allows, and what Anthropic's own test shows.

A ransomware attack on SoftBank's IDC Frontier knocked out services for 495 customers, halting Nissui's logistics and Ibaraki's websites. Japan's police say Qilin has hit 53 Japanese firms. MrMax, GMO's infoQ and Nikkei disclosed breaches; Asos says hackers took detailed customer profiles; Oracle Health's count may near 20 million; and Denmark says its population register was looked up for 8.8 million people. What each organisation confirmed.