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As the UK prepares its next carbon budget, what needs to be included?

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Friday, February 21, 2025

Labour will next week be confronted with stark policy choices that threaten to expose the fault lines between the Treasury and the government’s green ambitions, as advice for the UK’s next carbon budget is published.Plans for the energy sector, housing, transport, industry and farming will all be called into question in a sweeping set of recommendations for how the UK can meet the legally binding target of net zero greenhouse gas emissions by 2050.Ministers will be given hundreds of pages of advice on steps they need to take for an expected reduction of emissions to about a quarter of today’s levels by 2040. The seventh carbon budget, which will be published on Wednesday, is the latest in a series stretching back to 2008.The timeframe for this advice goes far beyond the usual political horizon: the budget will set carbon levels from 2038 to 2042. But the Climate Change Committee, the statutory adviser under the Climate Change Act, is expected to warn that the UK is already falling badly behind.Although the CCC cannot prescribe policy, it can make recommendations and set out the limits within which the government can act – for instance, if airports are expanded and people take more flights, there will need to be much deeper cuts to carbon elsewhere in the economy.For that reason, the advice is likely to make uncomfortable reading for senior ministers. Green campaigners and businesses have grown increasingly alarmed at the rhetoric from sections of the cabinet, which has sometimes seemed to pit economic growth against environmental aims.Doug Parr, the chief scientist at Greenpeace UK, warned of a “growth at all costs, growth is king narrative” that was painting climate and nature concerns as a hindrance.Some recent decisions – to greenlight a new runway at Heathrow, and to continue subsidising the tree-burning power station Drax, albeit at a lower rate than before – have been protested against. Far worse has been the rhetoric: Rachel Reeves, the chancellor the exchequer, alarmed many when she said planning reforms would let developers “focus on getting things built and stop worrying over the bats and the newts”.A recent decision to continue subsiding the tree-burning Drax power station cast doubt on Labour’s green credentials. Photograph: Gary Calton/The ObserverYet the economic arguments for climate action are clear and well established. Mike Childs, the head of science, policy and research at Friends of the Earth, said: “The cost to the global economy [of failing to control temperature rises] could reach $38tn a year, according to research published in 2024. In the UK, about 6.3 million households are currently at risk of flooding, which could rise to around 8 million by 2050, according to the Environment Agency. It is not just economically prudent to invest in reducing carbon emissions – it would be extreme economic folly not to do so.”Several other big decisions are still in play, including regulations on housebuilders to make new-build homes low-carbon, and a review of nature and farming regulation. But most divisive of all is likely to be the decision over new oil and gas fields in the North Sea, many of which – including one of the biggest, Rosebank – are already in the licensing system. As Labour’s manifesto commitment was to award no new licences without revoking current ones, some in government are arguing for Rosebank to go ahead.Pitting green as the antithesis to growth also risks alienating business, says Rachel Solomon Williams, the executive director at the Aldersgate Group of companies that push for a green economy. “To create a strong and resilient economy we need to be taking the lead in the low-carbon sectors that will drive sustainable growth in the future,” she said. “Businesses across the country want to see a regulatory and policy landscape that rewards ambition and innovation in the private sector, rather than a race to the bottom.”With the UK well off track to meet its current carbon budgets, more action will be needed in the short and longer term, in every sector of the economy, involving changes to nearly every aspect of our lives from how we live at home to how we get around, what we work on and what we eat.Ministers must set the seventh carbon budget by the end of June 2026. They are likely to accept the recommended overall carbon target, but the detailed policy advice will be up for grabs. A spokesperson for the Department of Energy Security and Net Zero said: “We are committed to meeting our ambitious targets. Britain is back in the business of climate leadership because the only way to protect current and future generations is by becoming a clean energy superpower and leading global climate action.”EnergyIf the government meets its target of decarbonising the electricity system almost completely by 2030 – a very large “if” – that will not be the end of the story. Electricity supply must roughly double from current levels to meet future demand. Ed Matthew, the director of the UK programme at the E3G thinktank, said: “The power system is key because both heating and transport and about two-thirds of industry will need to be electrified. The 2030 target is really just the start of the electrification journey.”Grid upgrades will be needed, along with more focus on demand management, and storage will be key. E3G is calling for more investment in hydrogen, which can be stored in solid or liquid form for producing energy on demand.HomesHome heating makes up roughly 18% of the UK’s greenhouse gas emissions, largely from using gas. By the 2040s, most homes will need to be using heat pumps, but their takeup has so far been stubbornly slow. Last summer, only about 250,000 homes were using heat pumps.They are more expensive to install than gas boilers, and are still not as cheap to run as they should be, because the way the UK’s electricity market works makes electricity much dearer compared with gas. There are even question marks over whether new homes will be built with heat pumps under forthcoming building regulations called the “future homes standard”.Ed Miliband, the energy and net zero secretary, sounded lukewarm on the technology recently when he told a select committee: “I am very wary of saying that we will stop people having gas boilers at a point when we cannot guarantee that heat pumps will be cheaper for people.”Yet there are currently no real alternatives to mass heat pump installations if the UK is to be weaned off gas. The CCC is expected to make this point forcefully.IndustryGiving up fossil fuels in industry will require far more electrification and investment in new technologies, such as electric arc furnaces for steel-making; hydrogen for use in chemicals, plastics and fertilisers; and low-carbon versions of cement. For some industries, the only option will be carbon capture and storage, to which the government will devote more than £20bn in the next two decades.All of this will require investment, but few private sector companies are taking the steps needed. Some are likely to be waiting to see what help the government might offer; others may be in engaged in a game of chicken, trying to bully ministers into watering down the UK’s net zero commitments.Williams, of the Aldersgate Group, said: “By making clear that it’s firmly committed to rapid decarbonisation, the government will provide much-needed economic certainty that will ultimately drive investment and generate prosperity.”TransportFrom 2035, it will be impossible to buy a new petrol or diesel car. Most of the UK’s 30 million strong fleet is likely still be reliant on fossil fuels for some years after, however. Electric vehicles are also no panacea: they still produce significant air pollution and are becoming heavier along with conventional cars.If decarbonisation targets are to be met, people will need to use public transport far more in future. This should also stimulate economic growth – according to the National Infrastructure Commission, the UK lags badly behind other European countries in the availability of public transport in many of its major regional cities, and this is a major brake on productivity.Although the government has begun to take the railways back into public ownership, returned bus services to regulatory oversight and backed an Oxford-Cambridge corridor, there is little sign of the joined-up national public transport strategy and investment in local networks such as trams that experts say is needed.FarmingHooting tractors jamming Whitehall in protest at the removal of inheritance tax breaks have set the tone for this government’s relationship with farmers. Yet farmers are vital to any net zero strategy, to grow more trees, preserve and re-wet peatlands, and reduce the increasing share of emissions from agriculture – which has already overtaken electricity and will be the biggest source of greenhouse gases in just over a decade, according to analysis from the Energy Climate Intelligence Unit.Methane, a powerful greenhouse gas of which animal manure is a leading source, must be tackled as a matter of urgency if the world is to avoid the worst ravages of climate breakdown.Farmers, who have been protesting against the removal of inheritance tax breaks, are vital to any net zero strategy. Photograph: Tolga Akmen/EPAAction is also in farmers’ own interests, according to Tom Lancaster, an analyst at the ECIU. “Farming is the sector perhaps most exposed to the risks of climate change. We’ve just seen one of the worst harvests in decades in the UK, as farmers battled through the wettest 18 months on record and relentless winter rainfall, made worse by climate change,” he said. “We will only see more terrible harvests and flooded and drought-stricken farms in the future if we don’t do more now to move faster towards net zero.”Behavioural changeThe last government refused to countenance any message that people would have to adapt their behaviour in order to bring down carbon emissions. But all the analysis from the CCC so far shows that without changing consumption, it will not be possible to create the low-carbon society needed. This need not be drastic, and it would be good for us: walking more, cycling where possible, taking public transport instead of the car, and eating less meat would all improve most people’s health.Getting that message across will face deep-seated obstacles, however, including accusations of nanny state-ism – and Keir Starmer’s claim that carbon targets can be reached “without telling people how to live their lives”. Childs, at Friends of the Earth, said proving the benefits was key: “The policy pathway for meeting our carbon budget must not only be robust enough to achieve them – it must also make people’s lives tangibly better, if the mandate for change is to remain strong.”

Expert recommendations will impact plans for energy, housing, transport industry and farming for decadesLabour will next week be confronted with stark policy choices that threaten to expose the fault lines between the Treasury and the government’s green ambitions, as advice for the UK’s next carbon budget is published.Plans for the energy sector, housing, transport, industry and farming will all be called into question in a sweeping set of recommendations for how the UK can meet the legally binding target of net zero greenhouse gas emissions by 2050. Continue reading...

Labour will next week be confronted with stark policy choices that threaten to expose the fault lines between the Treasury and the government’s green ambitions, as advice for the UK’s next carbon budget is published.

Plans for the energy sector, housing, transport, industry and farming will all be called into question in a sweeping set of recommendations for how the UK can meet the legally binding target of net zero greenhouse gas emissions by 2050.

Ministers will be given hundreds of pages of advice on steps they need to take for an expected reduction of emissions to about a quarter of today’s levels by 2040. The seventh carbon budget, which will be published on Wednesday, is the latest in a series stretching back to 2008.

The timeframe for this advice goes far beyond the usual political horizon: the budget will set carbon levels from 2038 to 2042. But the Climate Change Committee, the statutory adviser under the Climate Change Act, is expected to warn that the UK is already falling badly behind.

Although the CCC cannot prescribe policy, it can make recommendations and set out the limits within which the government can act – for instance, if airports are expanded and people take more flights, there will need to be much deeper cuts to carbon elsewhere in the economy.

For that reason, the advice is likely to make uncomfortable reading for senior ministers. Green campaigners and businesses have grown increasingly alarmed at the rhetoric from sections of the cabinet, which has sometimes seemed to pit economic growth against environmental aims.

Doug Parr, the chief scientist at Greenpeace UK, warned of a “growth at all costs, growth is king narrative” that was painting climate and nature concerns as a hindrance.

Some recent decisions – to greenlight a new runway at Heathrow, and to continue subsidising the tree-burning power station Drax, albeit at a lower rate than before – have been protested against. Far worse has been the rhetoric: Rachel Reeves, the chancellor the exchequer, alarmed many when she said planning reforms would let developers “focus on getting things built and stop worrying over the bats and the newts”.

A recent decision to continue subsiding the tree-burning Drax power station cast doubt on Labour’s green credentials. Photograph: Gary Calton/The Observer

Yet the economic arguments for climate action are clear and well established. Mike Childs, the head of science, policy and research at Friends of the Earth, said: “The cost to the global economy [of failing to control temperature rises] could reach $38tn a year, according to research published in 2024. In the UK, about 6.3 million households are currently at risk of flooding, which could rise to around 8 million by 2050, according to the Environment Agency. It is not just economically prudent to invest in reducing carbon emissions – it would be extreme economic folly not to do so.”

Several other big decisions are still in play, including regulations on housebuilders to make new-build homes low-carbon, and a review of nature and farming regulation. But most divisive of all is likely to be the decision over new oil and gas fields in the North Sea, many of which – including one of the biggest, Rosebank – are already in the licensing system. As Labour’s manifesto commitment was to award no new licences without revoking current ones, some in government are arguing for Rosebank to go ahead.

Pitting green as the antithesis to growth also risks alienating business, says Rachel Solomon Williams, the executive director at the Aldersgate Group of companies that push for a green economy. “To create a strong and resilient economy we need to be taking the lead in the low-carbon sectors that will drive sustainable growth in the future,” she said. “Businesses across the country want to see a regulatory and policy landscape that rewards ambition and innovation in the private sector, rather than a race to the bottom.”

With the UK well off track to meet its current carbon budgets, more action will be needed in the short and longer term, in every sector of the economy, involving changes to nearly every aspect of our lives from how we live at home to how we get around, what we work on and what we eat.

Ministers must set the seventh carbon budget by the end of June 2026. They are likely to accept the recommended overall carbon target, but the detailed policy advice will be up for grabs. A spokesperson for the Department of Energy Security and Net Zero said: “We are committed to meeting our ambitious targets. Britain is back in the business of climate leadership because the only way to protect current and future generations is by becoming a clean energy superpower and leading global climate action.”

Energy

If the government meets its target of decarbonising the electricity system almost completely by 2030 – a very large “if” – that will not be the end of the story. Electricity supply must roughly double from current levels to meet future demand. Ed Matthew, the director of the UK programme at the E3G thinktank, said: “The power system is key because both heating and transport and about two-thirds of industry will need to be electrified. The 2030 target is really just the start of the electrification journey.”

Grid upgrades will be needed, along with more focus on demand management, and storage will be key. E3G is calling for more investment in hydrogen, which can be stored in solid or liquid form for producing energy on demand.

Homes

Home heating makes up roughly 18% of the UK’s greenhouse gas emissions, largely from using gas. By the 2040s, most homes will need to be using heat pumps, but their takeup has so far been stubbornly slow. Last summer, only about 250,000 homes were using heat pumps.

They are more expensive to install than gas boilers, and are still not as cheap to run as they should be, because the way the UK’s electricity market works makes electricity much dearer compared with gas. There are even question marks over whether new homes will be built with heat pumps under forthcoming building regulations called the “future homes standard”.

Ed Miliband, the energy and net zero secretary, sounded lukewarm on the technology recently when he told a select committee: “I am very wary of saying that we will stop people having gas boilers at a point when we cannot guarantee that heat pumps will be cheaper for people.”

Yet there are currently no real alternatives to mass heat pump installations if the UK is to be weaned off gas. The CCC is expected to make this point forcefully.

Industry

Giving up fossil fuels in industry will require far more electrification and investment in new technologies, such as electric arc furnaces for steel-making; hydrogen for use in chemicals, plastics and fertilisers; and low-carbon versions of cement. For some industries, the only option will be carbon capture and storage, to which the government will devote more than £20bn in the next two decades.

All of this will require investment, but few private sector companies are taking the steps needed. Some are likely to be waiting to see what help the government might offer; others may be in engaged in a game of chicken, trying to bully ministers into watering down the UK’s net zero commitments.

Williams, of the Aldersgate Group, said: “By making clear that it’s firmly committed to rapid decarbonisation, the government will provide much-needed economic certainty that will ultimately drive investment and generate prosperity.”

Transport

From 2035, it will be impossible to buy a new petrol or diesel car. Most of the UK’s 30 million strong fleet is likely still be reliant on fossil fuels for some years after, however. Electric vehicles are also no panacea: they still produce significant air pollution and are becoming heavier along with conventional cars.

If decarbonisation targets are to be met, people will need to use public transport far more in future. This should also stimulate economic growth – according to the National Infrastructure Commission, the UK lags badly behind other European countries in the availability of public transport in many of its major regional cities, and this is a major brake on productivity.

Although the government has begun to take the railways back into public ownership, returned bus services to regulatory oversight and backed an Oxford-Cambridge corridor, there is little sign of the joined-up national public transport strategy and investment in local networks such as trams that experts say is needed.

Farming

Hooting tractors jamming Whitehall in protest at the removal of inheritance tax breaks have set the tone for this government’s relationship with farmers. Yet farmers are vital to any net zero strategy, to grow more trees, preserve and re-wet peatlands, and reduce the increasing share of emissions from agriculture – which has already overtaken electricity and will be the biggest source of greenhouse gases in just over a decade, according to analysis from the Energy Climate Intelligence Unit.

Methane, a powerful greenhouse gas of which animal manure is a leading source, must be tackled as a matter of urgency if the world is to avoid the worst ravages of climate breakdown.

Farmers, who have been protesting against the removal of inheritance tax breaks, are vital to any net zero strategy. Photograph: Tolga Akmen/EPA

Action is also in farmers’ own interests, according to Tom Lancaster, an analyst at the ECIU. “Farming is the sector perhaps most exposed to the risks of climate change. We’ve just seen one of the worst harvests in decades in the UK, as farmers battled through the wettest 18 months on record and relentless winter rainfall, made worse by climate change,” he said. “We will only see more terrible harvests and flooded and drought-stricken farms in the future if we don’t do more now to move faster towards net zero.”

Behavioural change

The last government refused to countenance any message that people would have to adapt their behaviour in order to bring down carbon emissions. But all the analysis from the CCC so far shows that without changing consumption, it will not be possible to create the low-carbon society needed. This need not be drastic, and it would be good for us: walking more, cycling where possible, taking public transport instead of the car, and eating less meat would all improve most people’s health.

Getting that message across will face deep-seated obstacles, however, including accusations of nanny state-ism – and Keir Starmer’s claim that carbon targets can be reached “without telling people how to live their lives”. Childs, at Friends of the Earth, said proving the benefits was key: “The policy pathway for meeting our carbon budget must not only be robust enough to achieve them – it must also make people’s lives tangibly better, if the mandate for change is to remain strong.”

Read the full story here.
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BPA faces suit over energy market decision that opponents say would raise rates

The lawsuit comes after governors, lawmakers, utility regulators and renewable energy proponents in the region unsuccessfully pressed the BPA to reconsider its plans.

Five energy and conservation nonprofits are suing the Bonneville Power Administration over its decision to join a new energy trading market, claiming it will raise electricity and transmission costs in Oregon and across the region. The lawsuit, filed Thursday in the 9th U.S. Circuit Court of Appeals, alleges that BPA’s move violates the Northwest Power Act and the National Environmental Policy Act and will also weaken energy grid reliability and reduce access to clean energy. BPA, the Northwest’s largest transmission grid operator, in May announced it would join the Arkansas-based Southwest Power Pool day-ahead market known as “Markets Plus” instead of joining California’s day-ahead market. The Southwest market is smaller with fewer electrical generation resources, experts say. Prior to that decision, Pacific Northwest governors, lawmakers, utility regulators and renewable energy proponents had pressed the BPA for months to reconsider its plans, which the agency initially announced in March.The nonprofits involved in the legal challenge are the Oregon Citizens’ Utility Board, a watchdog organization that advocates for utility customers; national environmental group the Sierra Club; the Montana Environmental Information Center, which promotes clean energy; the Idaho Conservation League, a natural landscape conservation group; and the NW Energy Coalition, which promotes affordable energy policies. The groups, represented by San Francisco-based environmental law nonprofit Earthjustice, want the court to vacate BPA’s decision, require the agency to prepare an environmental impact statement and rescind the financial commitments already made to the Southwest energy market.The BPA’s spokesperson Nick Quinata declined to comment on the pending litigation. Previously, the agency said the Southwest day-ahead market is superior to the California one because it would allow BPA to remain more independent due to its market design and governance structure. BPA, part of the U.S. Department of Energy, markets hydropower from 31 federal dams in the Columbia River Basin and supplies a third of the Northwest’s electricity, most of it to publicly owned rural utilities and electric cooperatives. It also owns and operates 15,000 miles – 75% – of the Northwest’s high-voltage transmission lines. Nearly every electric utility in Oregon benefits from either the clean hydroelectricity or the transmission lines controlled by BPA. BPA’s decision sets the stage for having two energy markets across the West.The lawsuit says that will likely lead to rising prices and blackouts during periods of high electricity demand because of the complexity of transmitting power across boundaries between different utilities and the agreements required for such transfers. Oregon’s two largest utilities, investor-owned Portland General Electric and Pacific Power, have both signed agreements to join California’s day-ahead market instead. They, too, have argued that once BPA leaves the Western market, the available energy they can purchase would diminish and become more expensive, leading to higher prices for customers across the region.Regional electricity providers also may have to construct additional power generation facilities, increase operation of existing facilities or both, to make up for BPA’s participation in a smaller and less efficient energy market, the suit contends. It could also increase reliance on generation resources powered by fossil fuels such as coal or natural gas plants because clean energy isn’t as widely available in the smaller Southwest market, the suit says. The Northwest Power Act, passed by Congress in the 1980s, requires BPA to provide low-cost power to the region while encouraging renewable energy, conservation and protection of fish and wildlife.BPA violated those duties when it chose the Southwest market option, according to the lawsuit. The groups also allege BPA’s market choice could harm fish and wildlife in the Columbia basin because it could alter the operation of the federal hydroelectric dams from which Bonneville markets power. The lawsuit claims BPA failed to comply with federal environmental law by not conducting any environmental impact analysis on impacts to fish and wildlife before making its decision. The Citizens’ Utility Board, a party to the lawsuit, said it hoped the BPA reverses course – otherwise its decision will splinter the West’s electricity markets, costing utility customers billions of dollars at a time when many are already dealing with skyrocketing bills.The board, as well as other critics of BPA’s decision, have pointed to an initiative developing an independent governance structure for California’s day-ahead market.“Oregon is facing overlapping energy challenges: rising utility bills, rising electricity demand from data centers, and stalling progress on meeting clean energy requirements. The last thing we need is for one of our region’s largest clean energy suppliers to reduce ties with the Pacific Northwest,” said the group’s spokesperson Charlotte Shuff. — Gosia Wozniacka covers environmental justice, climate change, the clean energy transition and other environmental issues. Reach her at gwozniacka@oregonian.com or 971-421-3154.If you purchase a product or register for an account through a link on our site, we may receive compensation. By using this site, you consent to our User Agreement and agree that your clicks, interactions, and personal information may be collected, recorded, and/or stored by us and social media and other third-party partners in accordance with our Privacy Policy.

States, enviro groups fight Trump plan to keep dirty power plants going

In late spring, the Department of Energy ordered two aging and costly fossil-fueled power plants that were on the verge of shutting down to stay open. The agency claimed that the moves were necessary to prevent the power grid from collapsing — and that it has the power to force the plants to stay open even if the…

In late spring, the Department of Energy ordered two aging and costly fossil-fueled power plants that were on the verge of shutting down to stay open. The agency claimed that the moves were necessary to prevent the power grid from collapsing — and that it has the power to force the plants to stay open even if the utilities, state regulators, and grid operators managing them say that no such emergency exists. But state regulators, regional grid operators, environmental groups, and consumer groups are pushing back on the notion that the grids in question even need these interventions — and are challenging the legality of the DOE’s stay-open orders. The DOE claimed that the threat of large-scale grid blackouts forced its hand. But state utility regulators, environmental groups, consumer advocates, and energy experts say that careful analysis from the plant’s owners, state regulators, regional grid operators, and grid reliability experts had determined both plants could be safely closed. These groups argue that clean energy, not fossil fuels, are the true solution to the country’s grid challenges — even if the ​“big, beautiful” bill signed by Trump last week will make those resources more expensive to build. Some of the environmental organizations challenging DOE’s orders have pledged to take their case to federal court if necessary. “We need to get more electrons on the grid. We need those to be clean, reliable, and affordable,” said Robert Routh, Pennsylvania climate and energy policy director for the Natural Resources Defense Council, one of the groups demanding that DOE reconsider its orders. Keeping J.H. Campbell and Eddystone open ​“results in the exact opposite. It’s costly, harmful, unnecessary, and unlawful.” Taking on the DOE’s grid emergency claims The groups challenging the DOE’s J.H. Campbell and Eddystone stay-open orders point out that the agency is using a power originally designed to protect the grid against unanticipated emergencies, including during wartime, but without proving that such an emergency is underway. “This authority that the Department of Energy is acting under — Section 202(c) of the Federal Power Act — is a very tailored emergency authority,” said Caroline Reiser, NRDC senior attorney for climate and energy. ​“Congress intentionally wrote it only to be usable in specific, narrow, short-term emergencies. This is not that.” For decades, the DOE has used its Section 202(c) power sparingly, and only in response to requests from utilities or grid operators to waive federal air pollution regulations or other requirements in moments when the grid faces imminent threats like widespread power outages, Reiser said. But DOE’s orders for Eddystone and J.H. Campbell were not spurred by requests from state regulators or regional grid operators. In fact, the orders caught those parties by surprise. They also came mere days before the plants were set to close down and after years of effort to ensure their closure wouldn’t threaten grid reliability. J.H. Campbell was scheduled to close in May under a plan that has been in the works since 2021 as part of a broader agreement between utility Consumers Energy and state regulators, and which was approved by the Midcontinent Independent System Operator (MISO), the entity that manages grid reliability across Michigan and 14 other states. “The plant is really old, unreliable, extremely polluting, and extremely expensive,” Reiser said. ​“Nobody is saying that this plant is needed or is going to be beneficial for any reliability purposes.” To justify its stay-open order, DOE cited reports from the North American Electric Reliability Corp. (NERC), a nonprofit regulatory authority that includes utilities and grid operators in the U.S. and Canada. NERC found MISO is at higher risk of summertime reliability problems than other U.S. grid regions, but environmental groups argue in their rehearing request that DOE has ​“misrepresented the reports on which it relies,” and that Consumers Energy, Michigan regulators, and MISO have collectively shown closing the plant won’t endanger grid reliability. Eddystone, which had operated only infrequently over the past few years, also went through a rigorous process with mid-Atlantic grid operator PJM Interconnection to ensure its closure wouldn’t harm grid reliability. The DOE’s reason for keeping that plant open is based on a report from PJM that states the grid operator might need to ask utility customers to use less power if it faces extreme conditions this summer — an even scantier justification than what the agency cited in its J.H. Campbell order, Reiser said. As long as the DOE continues to take the position that it can issue emergency stay-open orders to any power plant it decides to, these established methods for managing plant closures and fairly allocating costs will be thrown into disarray, she said. “We have a system of competitive energy markets in the United States that is successful in keeping the lights on and maintaining reliability the vast, vast majority of the time,” Reiser said. ​“The Department of Energy stepping in and using a command-and-control system interferes with those markets.”

Designing a new way to optimize complex coordinated systems

Using diagrams to represent interactions in multipart systems can provide a faster way to design software improvements.

Coordinating complicated interactive systems, whether it’s the different modes of transportation in a city or the various components that must work together to make an effective and efficient robot, is an increasingly important subject for software designers to tackle. Now, researchers at MIT have developed an entirely new way of approaching these complex problems, using simple diagrams as a tool to reveal better approaches to software optimization in deep-learning models.They say the new method makes addressing these complex tasks so simple that it can be reduced to a drawing that would fit on the back of a napkin.The new approach is described in the journal Transactions of Machine Learning Research, in a paper by incoming doctoral student Vincent Abbott and Professor Gioele Zardini of MIT’s Laboratory for Information and Decision Systems (LIDS).“We designed a new language to talk about these new systems,” Zardini says. This new diagram-based “language” is heavily based on something called category theory, he explains.It all has to do with designing the underlying architecture of computer algorithms — the programs that will actually end up sensing and controlling the various different parts of the system that’s being optimized. “The components are different pieces of an algorithm, and they have to talk to each other, exchange information, but also account for energy usage, memory consumption, and so on.” Such optimizations are notoriously difficult because each change in one part of the system can in turn cause changes in other parts, which can further affect other parts, and so on.The researchers decided to focus on the particular class of deep-learning algorithms, which are currently a hot topic of research. Deep learning is the basis of the large artificial intelligence models, including large language models such as ChatGPT and image-generation models such as Midjourney. These models manipulate data by a “deep” series of matrix multiplications interspersed with other operations. The numbers within matrices are parameters, and are updated during long training runs, allowing for complex patterns to be found. Models consist of billions of parameters, making computation expensive, and hence improved resource usage and optimization invaluable.Diagrams can represent details of the parallelized operations that deep-learning models consist of, revealing the relationships between algorithms and the parallelized graphics processing unit (GPU) hardware they run on, supplied by companies such as NVIDIA. “I’m very excited about this,” says Zardini, because “we seem to have found a language that very nicely describes deep learning algorithms, explicitly representing all the important things, which is the operators you use,” for example the energy consumption, the memory allocation, and any other parameter that you’re trying to optimize for.Much of the progress within deep learning has stemmed from resource efficiency optimizations. The latest DeepSeek model showed that a small team can compete with top models from OpenAI and other major labs by focusing on resource efficiency and the relationship between software and hardware. Typically, in deriving these optimizations, he says, “people need a lot of trial and error to discover new architectures.” For example, a widely used optimization program called FlashAttention took more than four years to develop, he says. But with the new framework they developed, “we can really approach this problem in a more formal way.” And all of this is represented visually in a precisely defined graphical language.But the methods that have been used to find these improvements “are very limited,” he says. “I think this shows that there’s a major gap, in that we don’t have a formal systematic method of relating an algorithm to either its optimal execution, or even really understanding how many resources it will take to run.” But now, with the new diagram-based method they devised, such a system exists.Category theory, which underlies this approach, is a way of mathematically describing the different components of a system and how they interact in a generalized, abstract manner. Different perspectives can be related. For example, mathematical formulas can be related to algorithms that implement them and use resources, or descriptions of systems can be related to robust “monoidal string diagrams.” These visualizations allow you to directly play around and experiment with how the different parts connect and interact. What they developed, he says, amounts to “string diagrams on steroids,” which incorporates many more graphical conventions and many more properties.“Category theory can be thought of as the mathematics of abstraction and composition,” Abbott says. “Any compositional system can be described using category theory, and the relationship between compositional systems can then also be studied.” Algebraic rules that are typically associated with functions can also be represented as diagrams, he says. “Then, a lot of the visual tricks we can do with diagrams, we can relate to algebraic tricks and functions. So, it creates this correspondence between these different systems.”As a result, he says, “this solves a very important problem, which is that we have these deep-learning algorithms, but they’re not clearly understood as mathematical models.” But by representing them as diagrams, it becomes possible to approach them formally and systematically, he says.One thing this enables is a clear visual understanding of the way parallel real-world processes can be represented by parallel processing in multicore computer GPUs. “In this way,” Abbott says, “diagrams can both represent a function, and then reveal how to optimally execute it on a GPU.”The “attention” algorithm is used by deep-learning algorithms that require general, contextual information, and is a key phase of the serialized blocks that constitute large language models such as ChatGPT. FlashAttention is an optimization that took years to develop, but resulted in a sixfold improvement in the speed of attention algorithms.Applying their method to the well-established FlashAttention algorithm, Zardini says that “here we are able to derive it, literally, on a napkin.” He then adds, “OK, maybe it’s a large napkin.” But to drive home the point about how much their new approach can simplify dealing with these complex algorithms, they titled their formal research paper on the work “FlashAttention on a Napkin.”This method, Abbott says, “allows for optimization to be really quickly derived, in contrast to prevailing methods.” While they initially applied this approach to the already existing FlashAttention algorithm, thus verifying its effectiveness, “we hope to now use this language to automate the detection of improvements,” says Zardini, who in addition to being a principal investigator in LIDS, is the Rudge and Nancy Allen Assistant Professor of Civil and Environmental Engineering, and an affiliate faculty with the Institute for Data, Systems, and Society.The plan is that ultimately, he says, they will develop the software to the point that “the researcher uploads their code, and with the new algorithm you automatically detect what can be improved, what can be optimized, and you return an optimized version of the algorithm to the user.”In addition to automating algorithm optimization, Zardini notes that a robust analysis of how deep-learning algorithms relate to hardware resource usage allows for systematic co-design of hardware and software. This line of work integrates with Zardini’s focus on categorical co-design, which uses the tools of category theory to simultaneously optimize various components of engineered systems.Abbott says that “this whole field of optimized deep learning models, I believe, is quite critically unaddressed, and that’s why these diagrams are so exciting. They open the doors to a systematic approach to this problem.”“I’m very impressed by the quality of this research. ... The new approach to diagramming deep-learning algorithms used by this paper could be a very significant step,” says Jeremy Howard, founder and CEO of Answers.ai, who was not associated with this work. “This paper is the first time I’ve seen such a notation used to deeply analyze the performance of a deep-learning algorithm on real-world hardware. ... The next step will be to see whether real-world performance gains can be achieved.”“This is a beautifully executed piece of theoretical research, which also aims for high accessibility to uninitiated readers — a trait rarely seen in papers of this kind,” says Petar Velickovic, a senior research scientist at Google DeepMind and a lecturer at Cambridge University, who was not associated with this work. These researchers, he says, “are clearly excellent communicators, and I cannot wait to see what they come up with next!”The new diagram-based language, having been posted online, has already attracted great attention and interest from software developers. A reviewer from Abbott’s prior paper introducing the diagrams noted that “The proposed neural circuit diagrams look great from an artistic standpoint (as far as I am able to judge this).” “It’s technical research, but it’s also flashy!” Zardini says.

The UK Says at an Energy Summit That Green Power Will Boost Security, as the US Differs

Britain has announced a major investment in wind power as it hosts an international summit on energy security

LONDON (AP) — Britain announced a major investment in wind power Thursday as it hosted an international summit on energy security — with Europe and the United States at odds over whether to cut their reliance on fossil fuels.U.K. Prime Minister Keir Starmer said the government will invest 300 million pounds ($400 million) in boosting Britain’s capacity to manufacture components for the offshore wind industry, a move it hopes will encourage private investment in the U.K.’s renewable energy sector.“As long as energy can be weaponized against us, our countries and our citizens are vulnerable and exposed,” U.K. Energy Secretary Ed Miliband told delegates.He said “low-carbon power” was a route to energy security as well as a way to slow climate change.Britain now gets more than half its electricity from renewable sources such as wind and solar power, and the rest from natural gas and nuclear energy. It aims to generate all the U.K.’s energy from renewable sources by 2030.Tommy Joyce, U.S. acting assistant secretary of energy for international affairs, told participants they should be “honest about the world’s growing energy needs, not focused on net-zero politics.”He called policies that push for clean power over fossil fuels "harmful and dangerous," and claimed building wind turbines requires "concessions to or coercion from China" because it supplies necessary rare minerals.Hosted by the British government and the International Energy Agency, the two-day summit brings together government ministers from 60 countries, senior European Union officials, energy sector CEOs, heads of international organizations and nonprofits to assess risks to the global energy system and figure out solutions. Associated Press writer Jennifer McDermott contributed to this story. ___The Associated Press’ climate and environmental coverage receives financial support from multiple private foundations. AP is solely responsible for all content. Find AP’s standards for working with philanthropies, a list of supporters and funded coverage areas at AP.org.Copyright 2025 The Associated Press. All rights reserved. This material may not be published, broadcast, rewritten or redistributed.Photos You Should See - Feb. 2025

Steelhead trout rescued from Palisades fire spawn in their new Santa Barbara County home

After a stressful journey out of the burn zone in Malibu, the endangered trout have spawned in their adopted stream in Santa Barbara County.

Wildlife officials feared critically endangered steelhead trout rescued from the Palisades fire burn scar might not be up for spawning after all they’d been through over the last few months.After their watershed in the Santa Monica Mountains was scorched in January, the fish were stunned with electricity, scooped up in buckets, trucked to a hatchery, fed unfamiliar food and then moved to a different creek. It was all part of a liberation effort pulled off in the nick of time. “This whole thing is just a very stressful and traumatic event, and I’m happy that we didn’t really kill many fish,” said Kyle Evans, an environmental program manager for the California Department of Fish and Wildlife, which led the rescue. “But I was concerned that I might have just disrupted this whole months-long process of getting ready to spawn.” Steelhead were once abundant in Southern California, but their numbers plummeted amid coastal development and overfishing. A distinct Southern California population is listed as endangered at the state and federal level. (Alex Vejar / California Department of Fish and Wildlife) But this month spawn they did.It’s believed that there are now more than 100 baby trout swishing around their new digs in Arroyo Hondo Creek in Santa Barbara County.Their presence is a triumph — for the species and for their adopted home.However, more fish require more suitable habitat, which is lacking in Southern California — in part due to drought and the increased frequency of devastating wildfires. Steelhead trout are the same species as rainbow trout, but they have different lifestyles. Steelheads migrate to the ocean and return to their natal streams to spawn, while rainbows spend their lives in freshwater.Steelhead were once abundant in Southern California, but their numbers plummeted amid coastal development and overfishing. A distinct Southern California population is listed as endangered at the state and federal level.The young fish sighted this month mark the next generation of what was the last population of steelhead in the Santa Monica Mountains, a range that stretches from the Hollywood Hills to Point Mugu in Ventura County. They also represent the return of a species to a watershed that itself was devastated by a fire four years ago, but has since recovered. It’s believed that there are now more than 100 baby trout swishing around their new digs in Arroyo Hondo Creek in Santa Barbara County. (Kyle Kusa / Land Trust for Santa Barbara County) The Alisal blaze torched roughly 95% of the Arroyo Hondo Preserve located west of Santa Barbara, and subsequent debris flows choked the creek of the same name that housed steelhead. All the fish perished, according to Meredith Hendricks, executive director of the Land Trust for Santa Barbara County, a nonprofit organization that owns and manages the preserve.“To be able to … offer space for these fish to be transplanted to — when we ourselves had experienced a similar situation but lost our fish — it was just a really big deal,” Hendricks said. Arroyo Hondo Creek bears similarities to the trout’s native Topanga Creek; they are both coastal streams of roughly the same size. And it has a bonus feature: a state-funded fish passage constructed under Highway 101 in 2008, which improved fish movement between the stream and the ocean.Spawning is a biologically and energetically demanding endeavor for steelhead, and the process likely began in December or earlier, according to Evans.That means it was already underway when 271 steelhead were evacuated in January from Topanga Creek, a biodiversity hot spot located in Malibu that was badly damaged by the Palisades fire.It continued when they were hauled about 50 miles north to a hatchery in Fillmore, where they hung out until 266 of them made it to Arroyo Hondo the following month.State wildlife personnel regularly surveyed the fish in their new digs but didn’t see the spawning nests, which can be missed. VIDEO | 00:16 Steelhead trout in Arroyo Hondo Creek in Santa Barbara County Steelhead trout in Arroyo Hondo Creek in Santa Barbara County. (Calif. Dept. of Fish & Game) Then, on April 7, Evans got a text message from the Land Trust’s land programs director, Leslie Chan, with a video that appeared to show a freshly hatched young-of-the-year — the wonky name for fish born during the steelheads’ sole annual spawn.The following day, Evans’ team was dispatched to the creek and confirmed the discovery. They tallied about 100 of the newly hatched fish. The young trout span roughly one inch and, as Evans put it, aren’t too bright. They hang out in the shallows and don’t bolt from predators.“They’re kind of just happy to be alive, and they’re not really trying to hide,” he said.By the end of summer, Evans estimates two-thirds will die off. But the survivors are enough to keep the population charging onward. Evans hopes that in a few years, there will be three to four times the number of fish that initially moved in.The plan is to eventually relocate at least some back to their native home of Topanga Creek.Right now, Topanga “looks pretty bad,” Evans said. The Palisades fire stripped the surrounding hillsides of vegetation, paving the way for dirt, ash and other material to pour into the waterway. Another endangered fish, northern tidewater gobies, were rescued from the same watershed shortly before the steelhead were liberated. Within two days of the trouts’ removal, the first storm of the season arrived, likely burying the remaining fish in a muddy slurry. Citizen scientists Bernard Yin, center, and Rebecca Ramirez, right, join government agency staffers in rescuing federally endangered fish in the Topanga Lagoon in Malibu on Jan. 17. (Christina House / Los Angeles Times) Evans expects it will be about four years before Topanga Creek is ready to support steelhead again, based on his experience observing streams recover after the Thomas, Woolsey, Alisal and other fires. There’s also discussion about moving around steelhead to create backup populations should calamity befall one, as well as boost genetic diversity of the rare fish.For example, some of the steelhead saved from Topanga could be moved to Malibu Creek, another stream in the Santa Monica Mountains that empties into Santa Monica Bay. There are efforts underway to remove the 100-foot Rindge Dam in Malibu Creek to open up more habitat for the fish.“As we saw, if you have one population in the Santa Monica Mountains and a fire happens, you could just lose it forever,” Evans said. “So having fish in multiple areas is the kind of way to defend against that.”With the Topanga Creek steelhead biding their time up north, it’s believed there are none currently inhabiting the Santa Monicas. Habitat restoration is key for the species’ survival, according to Evans, who advocates for directing funding to such efforts, including soon-to-come-online money from Proposition 4, a $10-billion bond measure to finance water, clean energy and other environmental projects.“It doesn’t matter how many fish you have, or if you’re growing them in a hatchery, or what you’re doing,” he said. “If they can’t be supported on the landscape, then there’s no point.”Some trout will end up making their temporary lodging permanent, according to Hendricks, of the Land Trust. Arroyo Hondo is a long creek with plenty of nooks and crannies for trout to hide in. So when it comes time to bring the steelhead home, she said, “I’m sure some will get left behind.”

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