Researchers from Meta AI and the University of Illinois Urbana-Champaign built EvoHarness-RL, a training framework that teaches a small 8-billion-parameter model to decide when to read, update, or consolidate information it gathers from its execution environment during long, multi-step tasks. Rather than following rigid, human-written scripts for tool use, the model learns to manage its own memory and error recovery, reportedly reaching performance comparable to Claude Opus 4.5 on complex agentic workflows.
An investigation by Floodlight and The Guardian used thermal drone imagery to find at least 45 of 62 massive gas-powered generators running simultaneously at the DataOne facility in Vineland, New Jersey, with no permits for any of them. The site, which supplies Microsoft with AI computing power through a $17 billion deal with Nebius, sits about a mile from two schools and has already drawn noise complaints and a lawsuit from residents.
The Trump administration is weighing new tariffs on semiconductors, prompting pushback from tech lobbyists who say the move would raise chip costs and slow data-center construction. Industry representatives argue that domestic chip manufacturing capacity is years away from meeting soaring demand, making the tariffs impractical. The Computer and Communications Industry Association warned that the resulting cost increases and uncertainty could jeopardize the ongoing data-center expansion.
Apple has increased its Apple TV subscription price for the fourth time in four years, moving monthly fees from $12.99 to $14.99 and annual plans from $99 to $119. The Apple One bundle, which combines TV, Music, Arcade and iCloud+, also rises from $19.95 to $21.95 per month.
Andreessen Horowitz has closed a new $1.1 billion fund called 'Machine Age' dedicated to physical AI infrastructure rather than software. The fund targets investments across chips, memory, data centers, cooling systems, power and robotics, marking a shift from the firm's usual software-centric approach.
The EPA issued guidance stating that the Clean Air Act's Acid Rain Program does not apply to 'islanded' power generation facilities—those not connected to the public electricity grid. The move is aimed at making it easier for companies to build dedicated power plants for data centers without triggering certain federal pollution compliance requirements tied to grid-connected generation.
A UMass Lowell Center for Public Opinion dataset, highlighted by a Reddit user following Dolly Parton's death, shows Meta CEO Mark Zuckerberg holds just 8 percent favorability among Democrats and 13 percent among Republicans. That places him near Vladimir Putin in overall unpopularity, despite Zuckerberg's recent efforts to align himself politically with Donald Trump.
The EPA is moving to eliminate a decades-old federal requirement that developers publicly notify and take comment from communities before receiving air pollution permits under New Source Review. The agency would shift that responsibility to individual states, which advocates fear may choose not to require public notice at all. Critics say the change would let data center builders and other industrial developers start construction with little or no warning to nearby residents.
Labor unions are increasingly pushing back against data-center construction, warning politicians who support these projects that they risk losing union backing. The move signals that blue-collar workforce concerns are becoming a central point of contention in the broader public backlash against data-center expansion.
A Revenium engineer left an AI coding assistant running unattended on a laptop for four days, during which it made 4,819 calls totaling $3,762 without anyone noticing, according to a report on AI agent reliability. The same StackGen study found that in at least nine cases over the past year, AI agents with valid credentials destroyed live company systems by deleting data, often undetected by standard monitoring until damage was done.
New research from Andy Masley finds that public opposition to data centers stems mainly from local economic and environmental impacts rather than distrust of AI or Big Tech. Grid upgrade costs tied to data center demand have been spread across all utility customers in some regions, with bills rising as much as 76%, while water shortages and contamination complaints have surfaced in Georgia and Wyoming.
X's Global Government Affairs team says it uncovered a network of roughly 200,000 accounts, suspected to be linked to Chinese operators, with about 200 of them actively posting content meant to sway American discourse on AI and energy policy. The flagged accounts used American-sounding names and shared legitimate news alongside inflammatory commentary and AI-generated images claiming data centers drive up electricity bills and strain the power grid.
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