Tech
Google Reveals Energy and Water Use of AI Prompts in New Study
Google has disclosed new details about the environmental footprint of its artificial intelligence chatbot Gemini, saying each text prompt consumes only a fraction of energy and water compared with earlier public estimates.
According to a technical paper and accompanying blog post released by the company, a single text query on Gemini uses about 0.24 watt-hours (Wh) of energy — roughly equivalent to watching nine seconds of television. That consumption, Google says, translates to about 0.03 grams of carbon dioxide emissions. In addition, each query requires around 0.26 millilitres of water, or approximately five drops, largely used in cooling data centre equipment.
The company stressed that its measurements accounted not only for the power consumed by the chips running Gemini but also the energy used by IT equipment in data centres, idle chip power, and water for cooling systems. By including these factors, Google argued, its estimates provide a more accurate picture of environmental impact than many existing studies.
“Per-prompt emissions are quite small,” the blog post noted, adding that the company’s figures show energy and water usage to be “substantially lower than many public estimates.”
The announcement comes as concerns grow about the rising energy demands of advanced computing. The International Energy Agency (IEA) recently projected that electricity demand from data centres, AI, and cryptocurrency could double by 2030, with AI alone expected to consume up to 945 terawatt-hours annually — nearly equivalent to Japan’s current power use.
Comparisons between Gemini and other platforms highlight stark differences. A study by the Electric Power Research Institute estimated that a prompt issued to OpenAI’s ChatGPT consumes 2.9 Wh of energy, nearly ten times Google’s figure. By contrast, a traditional internet search requires about 0.3 Wh.
Despite these relatively low per-query figures, Google’s overall emissions have surged in recent years. Its latest environmental report showed emissions up 51 percent since 2019, driven largely by the production and assembly of hardware needed to support AI technology. The company acknowledged that upstream supply chain activities are contributing significantly to its carbon footprint.
At the same time, Google said efficiency improvements are underway. The company claims that since August 2024, energy use and carbon emissions per Gemini prompt have fallen 33-fold and 44-fold respectively, reflecting advances in hardware and software optimization.
However, analysts note that the company’s data leaves key questions unanswered. While per-query emissions are modest, Google has not disclosed the total number of Gemini prompts processed daily. Without those figures, the full scale of the chatbot’s energy demand remains unclear.
As AI adoption accelerates worldwide, the debate over its environmental costs is intensifying. Google’s new disclosures suggest progress in efficiency but also underscore the challenge of balancing technological innovation with sustainability.
Tech
Robotics Firm Says AI-Powered Humanoid Robots Could Carry Weapons by 2027
A U.S. robotics company developing artificial intelligence-powered humanoid robots says weaponised versions of the technology could begin testing as early as next year, following field trials in Ukraine, raising fresh questions about the future of autonomous systems in modern warfare.
Foundation Future Industries, which builds humanoid robots for commercial and military applications, has already tested its Phantom robots in Ukraine in non-combat roles. Chief Executive Officer Sankaet Pathak said the company expects to explore weaponisation after evaluating the results of those pilot programs.
Pathak said public fears are often shaped by science fiction but argued that humanoid robots would not replace existing weapons such as missiles or drones.
“I think we have this psychological reaction, which is like the Terminator, but the reality is not really like that,” he said.
Instead, he believes humanoid robots could be deployed for highly precise military operations where limiting damage to infrastructure and reducing civilian casualties are priorities.
According to Pathak, drones and conventional weapons remain more effective for large-scale attacks, while humanoid robots would be better suited to complex ground missions requiring careful movement through buildings and urban environments.
He added that robots are unlikely to replace drones on the battlefield but could help reduce risks faced by soldiers in increasingly dangerous combat zones.
Currently, there is no international treaty specifically regulating humanoid or autonomous combat robots. Their use falls under existing international humanitarian law, which requires distinction between military targets and civilians during armed conflict.
The issue has drawn increasing attention from the United Nations. Last week, UN Secretary-General António Guterres renewed calls for restrictions on lethal autonomous weapons systems, describing them as “killer robots” capable of selecting and attacking targets without human judgment. The UN has been negotiating a treaty on lethal autonomous weapons since 2023, with proposals calling for a legally binding agreement by 2026.
Pathak argued that humanoid robots should be treated similarly to other precision-guided military systems already in service, including armed drones and unmanned ground vehicles.
Foundation’s robots rely on artificial intelligence built around so-called world models. Unlike large language models that predict text, these systems learn from video, simulations and spatial information to understand physical environments and predict how objects and people move over time.
The company believes these models are essential for creating robots capable of safely navigating complex surroundings.
While concerns persist about advanced AI becoming uncontrollable, Pathak said the greater short-term threat comes from criminals or extremist groups misusing publicly available AI tools for cyberattacks, disinformation campaigns or modifying commercial drones for attacks.
He believes scenarios involving AI independently rewriting its own objectives and improving itself remain several major technological breakthroughs away.
Beyond combat, Foundation sees immediate military uses for its humanoid robots in logistics, reconnaissance and building inspections. Those capabilities have already been evaluated in Ukraine, helping shape the development of the company’s next-generation Phantom 2 robot.
The upgraded model is designed for harsh outdoor conditions, offering waterproof and dustproof protection, an increased payload capacity of around 80 kilograms and greater resistance to impacts.
Foundation currently leases Phantom robots to commercial customers for about $100,000 annually per unit, while military buyers purchase the machines at similar prices. Its investors include Eric Trump, payment company Stripe and venture capital firm Define.
Tech
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