The SNP national council has approved a motion to freeze all new datacentres in Scotland, sending it to the Scottish government for consideration. The moratorium could halt 24 hyperscale projects that would collectively exceed Scotland's peak electricity demand by more than 1.5x, putting a key plank of the UK's AI strategy at risk.
Forterra deployed over 100 Lancer autonomous ground vehicles in Ukraine for nine months, marking the largest combat deployment of US defense autonomous ground vehicles. The gas-powered, Starlink-equipped UGVs logged over 2,500 miles across 1,100+ missions, but autonomy remains limited; operators rely heavily on teleoperation for mission-critical decisions.
NVIDIA unveiled Diffusion Nemotron, a 60-billion parameter model using a two-tower diffusion architecture that generates 16 tokens in parallel, achieving 98.7% efficiency of autoregressive models while doubling memory usage. It trades token-level precision for speed, with plans for RLHF and Mamba-Transformer variants.
Anthropic's new interpretability research reveals J-space, an emergent internal workspace in Claude that mirrors global workspace theory. The finding has immediate implications for AI safety monitoring, prompting, and interpretability tooling.
Anthropic disclosed that Claude uses an internal workspace called J-Space to hold and manipulate ideas separate from public chain-of-thought reasoning. The company suggests monitoring J-Space could help detect misalignment, but does not claim Claude experiences consciousness.
Amazon SageMaker AI now streams benchmark and recommendation results into MLflow in real time, consolidating metrics and parameters under a single experiment for side-by-side comparison.
Samsung projects 2026 profit of ~300 trillion won (~$200 billion), exceeding its cumulative semiconductor earnings over 40 years, driven by AI memory demand. The forecast signals profitability concentration among AI hardware suppliers and potential ripple effects across supply chains.
Japan has announced a national goal to produce and deploy roughly 10 million humanoid robots by 2040 to address labor shortages and an aging population. The effort places Noetra, a joint venture of SoftBank, NEC, Sony Group, and Honda, at the center of mass deployment and technology coordination across 18 sectors including eldercare, food manufacturing, and disaster response.
Samsung SDI is supplying cylindrical NCA BBU cells to Simplo Technology for AI data-center battery packs, with orders potentially exceeding 1 trillion won annually as non-Chinese demand rises.
The UN's first Global Dialogue on AI Governance in Geneva outlines thematic clusters on safety, human rights, and capacity-building. AI builders should watch for emerging global norms on accountability and child safety.
