Tokyo Hopes Rooftop Solar Mandate Will Help It Get Through Hot Summers
Like California, the Japanese capital wants the sun to power new homes, but some call policy ineffective and too reliant on China
Like California, the Japanese capital wants the sun to power new homes, but some call policy ineffective and too reliant on China
TOKYO—Heat waves this summer are pushing Tokyo’s power grid near the limit. The city of 14 million has mandated installing solar panels on new single-family homes to get some breathing room—even if it has to buy most of the panels from China.
The policy in one of the world’s largest metropolises is a test case for whether solar power makes sense on urban rooftops. The idea has long drawn attention as a way to fight global warming but has advanced relatively slowly worldwide, apart from a rooftop solar mandate in California pushed by Democratic Govs. Jerry Brown and Gavin Newsom.
“We need to prepare to protect not only our national security, but also the energy security of individual households,” Tokyo Gov. Yuriko Koike, the architect of the mandate, said in an interview.
Koike has had panels on her own house for a decade. As a government minister, she created a “Cool Biz” plan that led Japanese salarymen to ditch suits and ties in summertime so they could keep the thermostat higher.
In the Land of the Rising Sun, Koike said, “we unfortunately aren’t rich in oil and gas, but wouldn’t it be fitting if we could instead harness the sun?”
Proponents say more rooftop solar would help on hot summer days when electricity demand peaks, and make the city resilient if an earthquake or typhoon knocked out the power grid.
The downsides: More solar also means higher electricity bills, including for lower-income apartment dwellers, because homeowners with rooftop panels can sell their excess power to the grid at an above-market rate. Even with the mandate, solar power generated in Tokyo is projected to supply only 4% of the city’s electricity in 2030.
“We cannot have a sufficient amount of power generation just by having solar panels on limited rooftops,” said Tatsuya Terazawa, head of the government-affiliated Institute of Energy Economics, Japan.

Still, Koike said it is important to move toward carbon-neutral electricity and help Japan buy less Russian natural gas.
The city predicts that by 2050, half of Tokyo’s current structures will be replaced. “By targeting newly built houses, we can decide the future 50 years from now,” Koike said.
Tokyo’s mandate, released last December, will initially apply only to about 50 of the largest home builders in the city, which it says account for around three-fifths of new homes. Starting in April 2025, those builders will be given a quota that will in effect require them to put panels on most new homes, while allowing them leeway to forgo solar in cases where the roof is too small or lacks sunlight exposure.
“We want companies to make sure that wherever you can put them, you put as many as you can,” said city environmental official Toshifumi Fukuyasu.
Japan relies on imported natural gas and coal for most of its electricity, and Russia supplies about one-tenth of its natural gas. The power company serving the capital, Tokyo Electric Power, or Tepco, isn’t operating any nuclear plants currently after the meltdowns at its Fukushima Daiichi plant in 2011.
In March 2022, the city came dangerously close to running short of electricity on a cold day, and it faced another crunch months later during a heat wave.
Tepco has managed to keep the lights on this summer, despite weeks of sweltering weather in which the thermometer consistently topped 95 degrees. Still, it says it worries about electricity running short, and the city encourages people to keep their homes at 82 degrees.
Tokyo University professor Yumiko Iwafune, who studies energy demand, said that even if rooftop solar panels don’t generate much electricity overall, they still can help households become self-sufficient on summer days, lessening demand on Tepco.
Tokyo has drawn comparisons between its policy and California’s rooftop solar mandate, which took effect in 2020 and similarly applies to new low-rise residential buildings. The California Energy Commission estimates that 150,000 new homes covered by the law have been constructed with solar panels.
Newsom, the governor, said in May 2022 that rooftop solar is “an industry that is essential to our state’s future.” California expanded its mandate last year to encompass certain new commercial buildings.
But the state’s mandate is contentious even among advocates of renewable energy, some of whom say it would be cheaper to build large solar and wind installations.
James Bushnell, an economics professor at the University of California, Davis, said rooftop solar mandates tend to raise electricity bills for people who don’t have solar because grid operators often pay higher prices for home-generated electricity. “A large ‘benefit’ of solar is in fact a shift of costs onto other, often lower-income non-home owning customers,” Bushnell wrote in an email.
Another problem in Japan is its lack of domestically produced solar panels, although it was once a leader in the technology.
According to the International Energy Agency, China produces around 85% of the globe’s solar cells and 95% of key components needed to make them.
“We’ve realised we can’t win against China,” said a spokesman for the Japan Photovoltaic Energy Association, an industry group representing companies in the solar-energy business.
Unlike the U.S., Japan still permits the import of solar panels with materials sourced from China’s Xinjiang region, where the U.S. has alleged the Beijing government has carried out genocide against the Uyghur ethnic group. Beijing denies that.
“Most people aren’t very aware about the human-rights violations associated with solar panels. They think of it as a good thing because of the environment,” said Taishi Sugiyama, a research director at the Canon Institute for Global Studies, a Tokyo-based think tank. He said Tokyo should scrap its solar mandate.
Fukuyasu, the Tokyo city official, said he agreed Japan needed more suppliers of solar panels. “But in Tokyo, we need solar to create a zero-emission society, and we can’t postpone that,” he said.
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OpenAI has shelved the planned launch of GPT-6.1 Astra after internal tests raised concerns about deception and agents acting beyond user authorization, according to The Wall Street Journal. The company says it will investigate the issues and strengthen safety measures before releasing future models.
OpenAI says it is scrapping the release of its next-generation AI model over safety concerns that researchers raised during internal testing, in one of the clearest signs so far that agent misbehavior could stymie the industry’s rapid progression.
The move follows a summer punctuated by reports of artificial-intelligence systems industrywide going rogue, and marks a rare case of a major AI developer ditching a new release because of safety concerns.
The company had planned to launch the model, known as GPT-6.1 Astra, in the coming days or weeks, aiming for an October debut. The model was more capable than the company’s previous models in completing challenging tasks from end-to-end without human assistance, as well as writing.
The company instead will focus on improving the safety of future models, which it expects to be even more capable.
Saachi Jain, OpenAI’s head of safety systems, said in an interview that GPT-6.1 Astra regressed in two areas. Compared with its predecessor, GPT-6 Astra, the model performed poorly on tests measuring alignment, or how well the model adheres to what humans would like it to do. Specifically, GPT-6.1 Astra showed higher levels of deception: It wasn’t always honest about telling users of the actions it did or didn’t take.
Another issue was what OpenAI calls “scope authorization,” meaning that GPT-6.1 Astra would push ahead on a task without asking the user for permission, and would at times reach for external tools and services even if it might be unsafe.
“For anything regarding safety and alignment, there’s a trade off,” Jain said. “You really do need to find what’s the right line between staying within scope, but also avoiding laziness in terms of how the model actually pursues tasks even when it hits friction.”
While GPT-6.1 Astra improved in areas such as “model laziness,” Jain said it didn’t quite meet OpenAI’s bar for safety and alignment, so the company decided not to launch the model publicly.
The announcement comes one day ahead of OpenAI’s annual developer conference in San Francisco. In the past, OpenAI has used the conference as an opportunity to launch new models and services that reduce costs for software developers—a segment the ChatGPT-maker competes with rival AI company Anthropic to win over.
In recent weeks, OpenAI and Anthropic have called on industry partners to slow down the development of cutting-edge AI models and invest in safety standards, noting they will temper the pace of their own internal AI progress.
OpenAI says it is working to investigate a range of agent security incidents that it has discovered in recent months, and address the safety issues underneath them. As part of the work, the company has implemented a new monitoring system to catch AI-agent misbehavior more quickly, and started requiring engineers to use stronger security guardrails for testing its AI systems.
Earlier this summer hundreds of OpenAI’s internal agents, which were tasked with completing a cybersecurity test, ended up hacking into the AI company Hugging Face. Since then, high-profile organizations such as the Australian government and United Nations discovered that OpenAI’s agents used similar, but less extensive, techniques to gain access to their websites.
Many of the publicly known agent-security incidents involved OpenAI’s internal AI models that were never slated for public release.
Last week, OpenAI said it paused training on its most capable AI models after an AI agent slipped through a gap in the company’s internet restrictions to query a public chatbot. The company said its new monitoring systems flagged the incident within 15 minutes, and training on these models remains paused.
GPT-6.1 Astra isn’t one of those models, but a different case, the company said.
“We want to make sure our model development is safe no matter whether that’s in the company, or when we ship it to users,” Jain said. “But when we ship it to users, we have an extremely high bar in terms of safety and alignment.”
While the company decided not to ship GPT-6.1 Astra, it hopes to use the same base model to do additional reinforcement learning runs, and create future generations of its GPT-6 models.
OpenAI plans to conduct several deep dives to identify the root cause of the problems identified in GPT-6.1 Astra, Jain said. The work includes ensuring that OpenAI’s reinforcement learning environments are rewarding the right type of behavior, Jain added, though she noted the company would investigate all stages of model development.
AI companies have begun to draw scrutiny from policymakers and public officials, who are paying attention to the rapid development of the technology. Later this week, a Senate subcommittee is holding a hearing with third party AI researchers titled, “Rogue AI: Securing the Homeland Against AI Agent Attacks.”
Florida Attorney General James Uthmeier, a Republican, sued OpenAI in June, claiming that the company and Chief Executive Sam Altman knowingly released an unsafe product and ignored warnings that it could harm users.
In a motion for temporary injunction filed Monday, Uthmeier sought to prevent OpenAI from developing new AI models without third-party approved safeguards, stop ChatGPT from soliciting user engagement and limit the company’s ability to advertise ChatGPT as safe.
Tech companies claim they “cannot stop barreling forward with their potentially civilization-ending endeavors unless they are forced to do so by the government,” Uthmeier said in the filing. “The Florida Attorney General is answering your cry for help.”
An OpenAI spokeswoman said that people want to know AI is being developed safely, “and that starts with what companies like ours do ourselves.”
“Governments have an important role to play in setting robust safety standards for AI, and we’re committed to working with Florida and other states on advancing pragmatic AI policies that apply to the entire AI industry—not just one company,” she said.
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