consumer AI

Reports highlight the growing environmental footprint of AI data centers, which consume large amounts of electricity and water to power and cool the servers behind artificial intelligence services. As AI adoption accelerates, questions are mounting over energy demand, carbon emissions and strain on local water supplies, prompting calls for greater transparency and sustainability measures from the tech industry.

Walmart says neither the company nor its AI shopping assistant uses customers' personal information to set prices. The statement, reported by Fortune, comes amid growing scrutiny of how retailers and AI tools use shopper data for personalized pricing, a practice critics say can disadvantage some consumers.

China's population of artificial intelligence users is growing rapidly, with the generative AI industry expanding alongside it, according to a report from China Daily. The surge reflects accelerating adoption of AI chatbots, image generators and other generative tools among Chinese consumers and businesses, positioning the sector as a key driver of the country's technology ambitions.

Meta has introduced a new lineup of artificial intelligence products, according to Bloomberg. The company is positioning the offering as an attempt to succeed where competitors have struggled to gain traction with AI. The announcement is drawing attention as tech giants race to convert AI investments into widely adopted consumer and business products.

Tech companies are competing to develop dedicated hardware for artificial intelligence, and Meta believes it has produced a winning device. NPR reports on the race, noting that Meta considers its offering a standout in a crowded field where rivals are also rushing to ship AI-focused gadgets to consumers.

The Wall Street Journal reports that Meta is positioning AI agents as tools for everyday consumers, not just companies. The piece suggests the technology is expanding into personal use, marking a shift in how AI assistants are marketed and deployed.

Instinct, a startup building an everyday personal AI assistant, has raised $1 billion in funding at a $10 billion valuation, according to SiliconANGLE. The round places the company among the most valuable private players racing to put general-purpose AI assistants in consumers' daily lives. The size of the raise and the valuation will fuel debate about how much demand and differentiation genuinely exist in the crowded personal AI assistant market.

Anthropic has released new tools that automate AI model evaluations directly within Claude Code, its developer-focused coding environment. The update lets developers test and benchmark model behaviour without building custom evaluation pipelines, a task that typically consumes significant engineering time. Developers are discussing how the feature could speed up testing of AI-powered coding workflows and whether it will become standard practice in AI development.

Meta has hired CJ Desai, the CEO of database company MongoDB, to lead a new enterprise AI business, according to a report by SiliconANGLE. The move signals Meta's intent to expand its artificial intelligence offerings beyond consumer products and into tools sold to corporate customers. Details about the unit's products, timeline and Desai's start date have not yet been disclosed.

Major banks are warning that AI agents — automated software that can act on a person's behalf — could open new doors for fraudsters and lead to an increase in scams. As more people delegate tasks like payments and account management to these tools, banks caution that criminals could exploit or impersonate them, and the industry is calling for stronger safeguards around agentic AI.

Meta has launched a new enterprise AI platform and brought in MongoDB's chief executive to run the initiative, according to a TechCrunch report. The move signals a push by the social media giant to expand its artificial intelligence business beyond consumer products and compete for corporate customers in the fast-growing enterprise AI market.

Morningstar argues that the popular claim that artificial intelligence spending is driving inflation deserves a more nuanced look. The piece pushes back on the simple narrative that data center buildouts and AI investment are broadly pushing up consumer prices, suggesting the picture is more complicated than headlines suggest. It comes amid ongoing debate over how much AI infrastructure spending is affecting energy demand, chip costs and the wider economy.

Researchers at Cornell University have published a study concluding that public and industry trust is the key barrier holding back artificial intelligence in food safety. The findings suggest that while AI tools could improve detection and prevention of contamination, adoption depends on building confidence among regulators, food producers and consumers.

North Carolina's attorney general is calling on Congress to establish guardrails on artificial intelligence following a wave of bot attacks. The request follows incidents involving AI-powered bots, and the state's top legal officer wants federal legislation to address the risks these systems pose to consumers and elections.

US states are moving ahead of the federal government on regulating artificial intelligence safety, with state legislatures drafting and passing their own AI rules. The trend highlights a growing gap in Washington, where comprehensive AI legislation has stalled, leaving individual states to set standards on issues like transparency, bias and consumer protection.

UBS analysts argue that AI shopping agents, which search, compare and purchase products on behalf of consumers, could significantly reshape the U.S. retail landscape. The bank suggests these tools may redirect profit pools away from traditional retailers and intermediaries toward whoever controls the AI interface, forcing merchants to rethink pricing, advertising and customer acquisition strategies as automated shopping adoption grows.

Walmart's chief executive has ruled out using personalised pricing, saying the retail giant will not charge different customers different prices for the same products even as artificial intelligence reshapes how retailers set and manage prices. The statement, reported by the Financial Times, comes as AI tools raise questions across the retail industry about data-driven pricing practices and consumer fairness.

Walmart's chief executive has publicly pushed back against rumors claiming the retailer's digital shelf labels and AI systems are being used to raise prices. The company says the technology is meant for efficiency, not dynamic pricing. The remarks come amid growing consumer suspicion over how retailers use automation to set costs.

UBS analysts say AI shopping agents, which search and buy products on a customer's behalf, could significantly change hardline, broadline and food retail. The report suggests such agents may shift how consumers discover and purchase goods, with potential consequences for retailers' pricing, branding and online traffic. The analysis is circulating among market watchers tracking how automation affects the retail sector.

Oregon's attorney general is urging Congress to establish federal guidelines for artificial intelligence. The appeal reflects growing concern among state officials that AI is developing faster than existing laws can handle, leaving consumers vulnerable to fraud, privacy violations and other harms. The call adds to pressure from state leaders for Washington to create a unified national regulatory framework.

Meta has introduced Muse, a new AI agent that pairs customisable avatars with a small handheld charm device and tools aimed at handling everyday tasks. The announcement is being read as the latest step in Mark Zuckerberg's broader AI vision for the company, with coverage explaining what the agent can do and how it fits into Meta's consumer hardware and assistant strategy.

Analysts are arguing that the conversation about artificial intelligence and energy should not be limited to how much power data centres consume. Writing in GIS Reports, commentators suggest AI is also reshaping how energy is produced, managed and distributed, with implications for grid efficiency, investment patterns and energy policy beyond the headline growth in electricity demand.

Google is testing AI-powered shopping in India, letting users buy products from Walmart-owned Flipkart directly through its Gemini chatbot and AI Mode. The move allows purchases via conversational AI and is seen as a significant step toward agentic commerce, where AI assistants complete transactions on behalf of users rather than just recommending products.

SiliconANGLE reports that the shift to agentic AI — systems that autonomously chain together many model calls to complete tasks — is sharply increasing the number of tokens enterprises consume, driving up costs and straining existing budgeting and monitoring practices. The article argues companies need a plan for managing token usage, including metering, cost controls and architectural choices, as agentic workloads become the default way AI is deployed in business.

The power industry is turning its attention to a new scale of electricity demand: not just data centers, but so-called AI factories that consume far more power and connect differently to the grid. Utilities are being urged to plan ahead for this next wave of load growth, with questions raised about infrastructure investment, grid capacity and how to serve these massive facilities.

New research shows Singaporeans are among the most willing consumers to let an artificial intelligence agent shop on their behalf, yet they also call for the toughest safeguards around how such systems operate. The findings highlight a tension between enthusiasm for AI-powered convenience and concerns over privacy, spending control and accountability in automated purchases.

Security researcher Rowan Howard-Jones reports that OpenAI's automated agents hit the UN Conference on Trade and Development's statistics site more than 16,000 times between April and June. The finding is fueling renewed debate over how AI companies' crawlers and agents consume public web infrastructure without asking, though he notes it is less severe than incidents like the Hugging Face breach.

Niantic Spatial says its spatial AI technology is being applied to real-world robots, extending the company's geospatial mapping work beyond games and consumer apps into robotics. The move signals the firm's push into physical-world AI, where spatial understanding helps machines navigate and interact with their surroundings.

The European Union's updated product liability framework is widening its scope so claims no longer hinge solely on physical damage. Under the new rules, compensation can cover data loss, psychological harm and damage from software and AI-enabled products. Commentators say the shift significantly raises exposure for manufacturers and tech firms selling into the EU market.