2026 Energy Predictions: Wave Election, Gas Price Shock, Canada Grid Growth, Next-Gen Geothermal, Drones Take Off
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Carbon Neutral Regulation in AI Training
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The post 2026 Energy Predictions: Wave Election, Gas Price Shock, Canada Grid Growth, Next-Gen Geothermal, Drones Take Off appeared first on Energy Innovation.

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A sewage outflow An ambitious interdisciplinary project is aiming to develop and test a first-of-its-kind tool which can trace the sources of pollution in UK water bodies. By addressing the long-standing challenge of reliably distinguishing human faecal contamination from agricultural or wildlife sources, such a tool would provide a key missing ingredient in the effort […]

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Image credit: Future Greens Sheffield-based startup Future Greens, which is building bioreactors to convert unavoidable food and brewery waste into heat and power, has received £500,000 in new funding, the group announced on 16 December. The combination of £340,000 equity and a £160,000 UK Government grant will be used to develop the Company’s proprietary approach, […]

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UK Water Industry Research (UKWIR) has released the latest version of its Carbon Accounting Workbook (CAW), providing companies with the consistent, science-backed data needed for accurate emissions reporting and critical decarbonisation strategies. The CAW supports regulatory reporting for companies across England and Wales and mandatory and voluntary climate related disclosure requirements under various legal frameworks, […]

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New research has led to a method of turning ordinary household plastic waste into a building block for anti-cancer drugs. The work was led by the University of St Andrews Household PET (polyethylene terephthalate) waste, such as plastic bottles and textiles, can be recycled in two main ways: mechanically or chemically. Chemical recycling breaks down PET’s long polymer […]

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Ireland has officially reached 2 gigawatts (GW) of installed solar capacity, marking a historic milestone in the country’s renewable energy journey and demonstrating that solar is now a core component of Ireland’s clean-energy mix, according to renewable energy consultancy Natural Power. This achievement has been made possible thanks to the recent energisation of three solar […]

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The plant demonstrates how renewable power can be coupled directly to an ammonia plant, accommodating fluctuations in power production and dispensing with hydrogen storage. What’s described as the world’s first dynamic green ammonia plant is now in operation, in a collaboration between emissions-reduction expert Topsoe and partners Skovgaard Energy, a Danish developer of green energy […]

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The Chartered Institute of Environmental Health (CIEH) hosted its Tackling Empty Homes Conference in December, supported by Action on Empty Homes. Delegates heard how there are currently around 750,000 empty homes in England, and around 300,000 long-term empty (vacant for over six months). Bringing empty properties back into use can help meet housing needs and […]

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A new paper in Nature Communications raises a red flag about fluorinated sorbents, a class of emerging materials for removing PFAS from water. The authors find that several of these materials can themselves release PFAS or PFAS-like compounds, potentially creating new contamination risks while attempting to solve existing ones. These fluorinated sorbents have been promoted […]

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Campaigners from Friends of the Earth Scotland have raised the alarm about the omission of plastic from the Scottish government’s draft Circular Economy Strategy, published in October. The festive season brings a “plastic peak” for households, a situation that looks likely to remain unchanged in Christmas 2026, unless certain key holes in the legislative programme […]

The UK’s fleet of wind, solar and biomass power plants all set new records in 2025, Carbon Brief analysis shows, but electricity generation from gas still went up. The rise in gas power was due to the end of UK coal generation in late 2024 and nuclear power hitting its lowest level in half a […]

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This article is divided into two parts; they are: • Using `torch.

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This article is divided into two parts; they are: • Data Parallelism • Distributed Data Parallelism If you have multiple GPUs, you can combine them to operate as a single GPU with greater memory capacity.
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A coastline looks like a line on a map until you try to draw it twice. Winds rearrange sand overnight, storms shave dunes like a rough haircut, and rivers quietly rewrite deltas grain by grain. Meanwhile, sea level is climbing — global measurements show both long-term rise and a faster recent pace, with space-based analyses […]

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“At MIT, innovation ranges from awe-inspiring technology to down-to-Earth creativity,” noted Chronicle, during a campus visit this year for an episode of the program. In 2025, MIT researchers made headlines across print publications, podcasts, and video platforms for key scientific advances, from breakthroughs in quantum and artificial intelligence to new efforts aimed at improving pediatric health […]

Last week the Sabin Center published a report that looks back on climate litigation developments in 2025. This third installment in our year-end series provides a snapshot of how the field of climate litigation has evolved over the course of this year. The report also revisits significant rulings from around the world and connects them […]

Welcome to Carbon Brief’s DeBriefed. An essential guide to the week’s key developments relating to climate change. This week EU easing up HITTING THE BREAKS: The EU “walked back” its target to ban the sale of petrol and diesel cars by 2035, “permitting some new combustion engine cars”, reported Agence-France Presse. Under the original plan, the […]

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Even networks long considered “untrainable” can learn effectively with a bit of a helping hand. Researchers at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have shown that a brief period of alignment between neural networks, a method they call guidance, can dramatically improve the performance of architectures previously thought unsuitable for modern tasks. Their […]