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Environment
Data-center energy, water use, carbon cost of training and the environmental ethics of AI — tracked daily.
Trump rips New York, Hochul over data center freeze
President Trump bashed New York Governor Kathy Hochul (D) over the state's first-ever statewide freeze on new "hyperscale data centers," calling it a "terrible decision." Trump, in a lengthy post on Truth Social Wednesday, alleged Hochul decided to enact the first-in-the-nation freeze for "political reasons." "Data Centers are tremendous WINS for the States and Communities...
Trump rails against New York’s statewide datacenter moratorium
AI-friendly president shared a post saying governor Kathy Hochul should scrap the one-year policy ‘IMMEDIATELY’ Donald Trump railed against the New York governor, Kathy Hochul, for pausing the construction of large new datacenters, the resource-intensive facilities that power artificial intelligence. New York became the first US state to enact a moratorium on new datacenters on Tuesday, when Hochul signed an executive order mandating a one-year statewide pause on so-called “hyperscale” datacente
Trump's Goal To Open More Forests to Logging Could Threaten Drinking Water For 25 Million Americans
A new study calculates the risk to clean water if the Trump Administration repeals the Roadless Rule.
Army reveals new details on autonomous launcher, high energy laser program
Lt. Gen. Frank Lozano told an audience Tuesday that the service is looking to award the first contracts for its CAML program next month, and it is in final negotiations with AV for its E-HEL initiative.
Anzeige: Rockstar Energy f�llt bei Amazon auf 10 Euro pro 12 halbe Liter
Amazon macht bei verschiedenen Sorten des Energydrinks von Rockstar erneut den Prime-Day-Preis. Der Deal gilt aber nur kurze Zeit. ( Unterhaltung & Hobby , Rockstar )
Sterling Bank, StarTimes Deepen Renewable Energy Partnership with Solar Financing Hubs Across Nigeria
In a bid to accelerate Nigeria's clean energy transition, Sterling...
Improving Wind and Solar Power Prediction with Efficient Wrapper-based Feature Selection: An Empirical Study
With rising global energy demand and growing awareness of climate change and its impacts, the share of renewable energies in the global energy mix continues to grow. Unlike conventional power generation, the output of renewable energy sources cannot be controlled as consistently due to their dependence on environmental conditions. Therefore, reliable prediction of current and future energy production is essential. In this paper, we report findings from two structured literature reviews on real-w
Ather Opens QIP, Sets Floor Price Of ₹1,169.70 Per Share
Adding to a string of funding related disclosures today, Ather Energy has now opened a qualified institutional placement (QIP) to…
Thermodynamic Computers Go With the (Energy) Flow
Today’s computers need safeguards against random energy fluctuations. Thermodynamic computers would put those fluctuations to use. The post Thermodynamic Computers Go With the (Energy) Flow first appeared on Quanta Magazine
Anaconda buys Kilo, the open source coding agent that answers to no single model maker
Anaconda, a company that provides governed, open-source packages and environments for enterprises, has acquired popular open-source coding agent Kilo. The The post Anaconda buys Kilo, the open source coding agent that answers to no single model maker appeared first on The New Stack .
Australia to Impose Energy and Water Guardrails on Data Centers Amid A.I. Boom
The country will also seek to protect the rights of creators of work used to train artificial intelligence models, as it aims to impose parameters on the growing industry.
After Colombia’s Presidential Election, What Next on Climate and Human Rights?
Although too early to tell whether campaign promises will translate into policy, de la Espriella’s platform on climate and human rights marks a departure from the Petro administration. The post After Colombia’s Presidential Election, What Next on Climate and Human Rights? appeared first on Just Security .
2-Click Cursor Exploit Enables Dev Environment Takeover
Simple age-old bugs give bad actors access to developers' secrets and source code-rich environments.
Dale Vince wins damages on appeal over ‘unfair’ Daily Mail headline juxtaposition
Green energy industrialist awarded damages after taking case to Court of Appeal. The post Dale Vince wins damages on appeal over ‘unfair’ Daily Mail headline juxtaposition appeared first on Press Gazette .
Science & Tech Spotlight: Microplastics in the Body and Environment
Why This matters Across the globe, over 24 million tons of plastic (as much weight as 12 million cars) enter the environment each year. Larger plastics gradually break down into smaller microplastics, which can move into the organs, blood, and cells of humans and other animals. Key Takeaways Major sources of microplastics include vehicle tires, synthetic fabrics, plastic bottles, and paint. Exposure to microplastics is associated with health problems in humans and other organisms, but scientists
Nuclear Waste: DOE’s Plans to Complete Cleanup and Transfer of Moab Mill Site
What GAO Found Through the Moab Cleanup Project, the Department of Energy’s (DOE) Office of Environmental Management (EM) has removed over 16 million tons of uranium mill tailings and other materials at the Moab Mill Site in Utah, as of 2026. Tailings are leftover waste after uranium has been removed from rock. EM has sent the tailings and contaminated material to a nearby disposal site. EM is also working to remediate contaminated groundwater, which threatens the nearby Colorado River. Moab Mil
World Models Are AI’s Next Frontier
The potential for solving problems in climate, oceans, the biosphere, and the biology of disease is vast, writes Celine Herweijer. The question is what we build them for.
The data center backlash is spreading across the country
New York just became the first state to enact a one-year ban on large new data centers while the state government scrambles to develop regulations addressing challenges like energy demand and water use. “As data center development threatens to hike up utility bills, deplete our natural resources, and create uncertainty for New Yorkers, it’s my responsibility to take action and lead,” Governor Kathy Hochul said when she announced the executive order , which applies to data centers 50 megawatts (M
Ather Energy To Raise ₹1,200 Cr To Fuel Next Phase Of Growth
Electric two-wheeler (E2W) maker Ather Energy’s board has approved a fundraise of up to ₹1,200 Cr via a preferential issue…
Persistent divides on science threaten to leave developing nations behind, new UNESCO report shows
Two years into the Science Decade, scientists across the world have mobilized with remarkable energy. Governments must now turn this momentum into policies, budgets and measurable impact – with UNESCO ...
Eine Milliarde US-Dollar: Elon Musk kauft heimlich Unternehmen f�r mobile Gasturbinen
Musk hat den Kauf von New APR Energy geheim gehalten. Dessen auf Trailern montierte Turbinen sollen xAIs KI-Rechenzentren antreiben. ( Elon Musk , KI )
From Language to Navigation Goals: A Vision-Language Approach for Semantic Navigation of Mobile Robots Using RGB-D Perception
Natural language interaction provides an intuitive way for non-expert users to communicate with robotic platforms. However, transforming user requests into executable navigation actions remains a challenging task, requiring the integration of language understanding, environment perception, and autonomous navigation. This work presents a language-driven navigation framework that enables mobile robots to interpret user requests in natural language to move the robot to a destination and autonomousl
UESF-Bench: Benchmarking and Probing for Unified Embodied Seeking and Following
Language-guided human following is an important capability for embodied agents, but existing benchmarks typically assume that the target person is visible at the start of an episode. This setting simplifies the problem and overlooks a more realistic requirement: an agent often needs to first find a language-described target and then persistently follow that target in a dynamic environment. While recent work has started to study human search, existing settings are typically evaluated in task-spec
‘I wouldn’t call it panic’: Industry quails at Hochul’s data center pause
Artificial intelligence advocates fear New York’s one-year moratorium on new data centers could embolden Democrats across the country to put more restrictions in place.
The SIGReg Objective as Variational Free Energy: A Theoretical Active-Inference Account of JEPA World Models
Joint-Embedding Predictive Architectures (JEPAs) are the dominant design for latent world models, yet they are usually justified by empirical performance rather than a normative principle. We show that the choice of anti-collapse regulariser determines whether a JEPA's training objective, a prediction loss plus a weighted embedding regulariser, is a valid Active Inference (AIF) variational free energy. We organise four non-contrastive regularisers (VICReg, LogDet, PairDist, and SIGReg) into an e
SAFETY SENTRY: Context-Aware Human Intervention via EXECUTE-ASK-REFUSE Routing
LLM agents act on real-world environments through tool calls, and a single misjudged action can cause irreversible harm. The standard safeguard is a guard model that labels each proposed action as safe or unsafe, but this binary view conflates two distinct decisions: whether the action is harmful in itself, and whether it is appropriate given the user's context. It also operates at the granularity of action categories rather than individual instances, producing routine interruptions that erode a
Agile perceptive multi-skill locomotion for quadrupedal robots in the wild
Enabling quadrupedal robots to traverse complex terrains-from rugged outdoor environments to urban landscapes-requires seamless integration of multiple motor skills, smooth transitions between gaits, and high-speed perceptive locomotion using only onboard sensors. We present APT-RL (Action Pretrained Transformer-based Reinforcement Learning), a unified framework that enables multi-skill locomotion to achieve high-speed traversal in complex environments through autonomous skill transitions utiliz
New York becomes the first US state to establish a moratorium on data centres
New York has become the first US state to pause new hyperscale data centre permits while regulators prepare a comprehensive environmental framework. The post New York becomes the first US state to establish a moratorium on data centres appeared first on MEDIANAMA .
DevicesWorld: Benchmarking Cross-Device Agents in Heterogeneous Environments
LLM-based agents have rapidly improved at operating individual digital environments such as mobile applications, desktop systems, and smart homes. However, real-world user goals often span multiple devices: information may come from a phone, be processed on a desktop, and the result may need to appear on another device. Most existing benchmarks center on a single dominant execution environment, making it difficult to evaluate whether agents can acquire and integrate information across heterogene
Ather Energy Hits 52-Week High After Hero MotoCorp Announces ₹1,000 Cr Investment
Update | July 14, 16:14 IST Shares of Ather Energy ended today trading session 7% higher at ₹1298 apiece on…
AgentSociety 2: An Integrated Research Environment for Executable Social Science
arXiv:2607.11895v1 Announce Type: new Abstract: AI scientist systems are beginning to automate parts of scientific research, but social science poses a distinct challenge: its objects of inquiry are not merely datasets or laboratory protocols, but integrated social processes involving situated participants, interaction contexts, interventions, and outcomes. Yet a critical link is missing: existing systems either assist isolated research tasks or simulate agents as experimental subjects, leaving
Voluntary Carbon Offsets: Background, Federal Involvement, and Issues for Congress
Object-centric diffusion policies for real-world robotic-arm imitation learning
Imitation learning in complex, unstructured environments remains challenging due to the difficulty of grounding perception in physically meaningful representations and the need to model multimodal action distributions. Existing approaches often rely on unstructured pixel-level feature encodings or stochastic latent-variable decoders, which can lead to brittle attention in cluttered scenes. In this work, we present a novel integration of detector-based visual representations with conditional diff
New York becomes first US state to impose a data center moratorium
New York became the first state in the U.S. to impose a statewide moratorium on new data centers today after Governor Kathy Hochul signed an executive order pausing state environmental permits for large facilities for up to a year. Executive Order No. 62 took effect on signing and covers hyperscale data centers that draw 50 […] The post New York becomes first US state to impose a data center moratorium appeared first on SiliconANGLE .
Google Cloud Workbench Notebooks Extension Connects VS Code to Google Cloud's Jupyter Notebooks
The Google Cloud Workbench Notebooks extension for VS Code is a new tool that enables developers to connect their local IDE directly to managed Jupyter notebook environments on Google Cloud. By Sergio De Simone
OpenAI may announce a ChatGPT smart speaker this year
OpenAI's first device is set to be a smart speaker that lets you talk with ChatGPT, according to a report from Bloomberg. The device apparently won't have a screen, but will use a camera and additional sensors to "understand" your environment. The report comes just days after Apple filed a lawsuit against OpenAI that accused […]
AI-Native Insurance for Agentic AI: Pricing, Underwriting, and End-to-End Automation
Agentic AI introduces new insurance challenges because autonomous AI systems can make decisions, invoke tools, modify external environments, and interact with third-party services. This paper develops an AI-native mathematical framework for underwriting, pricing, and contract design for agentic AI deployments. A deployment is represented by a risk state that captures autonomy level, operational authority, permission exposure, governance maturity, and dependency concentration. The framework maps
Adaptive Filtering of the KV Cache: Diagnosing and Correcting Structural-Role Bias in LLM Inference
Attention-based KV cache eviction (H2O and its descendants) compresses the memory-constrained state of a long-context model by ranking tokens on accumulated attention mass, treated here as signal energy, and keeping the heaviest. On schema-dense input streams such as nested JSON, this score acts as a non-stationary filter that disproportionately retains noise: a non-content sink role (delimiters or whitespace) carries an order of magnitude more energy than any content role, and structural KEY to
California enacts $3,500 rebates on some EVs
California will begin offering instant rebates of up to $3,500 to first-time electric vehicle (EV) buyers later this summer, replacing some of the incentives lost after the Trump administration phased out EV and clean energy tax credits. California Gov. Gavin Newsom (D) on Monday signed new legislation establishing a $270 million rebate program for California...
SoftBoard: A Multi-Agent Tool for the Creation and Evaluation of Low-Fidelity Prototypes
User Experience (UX) is recognized as a critical factor for the success of digital products, particularly in software startups, environments marked by time constraints, limited resources, and low maturity in design practices. Building Minimum Viable Products (MVPs) through low-fidelity prototyping represents a well-established strategy for rapid validation cycles at reduced cost. A systematic literature mapping, however, revealed gaps in the ecosystem of available tools: a predominance of genera