Connect with us

AI Research

China’s emissions may be falling

Published

on


Tony Han

Global China Unit

Getty Images Rolling hills in the foreground carpeted by dark blue solar panelsGetty Images

As the world races to cut carbon emissions in the fight against climate change, a potentially game-changing milestone may have been reached.

China – currently responsible for some 30% of global emissions – saw its emissions decline in the 12 months up to May 2025.

Crucially, this would be the first time emissions have fallen even as demand for power across the Chinese economy grew rapidly. Previous drops have only ever taken place during shocks like the Covid pandemic, which slowed the country’s economy.

Given the outsized role the country – home to more than a billion people – has played in increasing global emissions in recent years, it is a moment to celebrate.

“The world would have stabilised its emissions 10 years ago if it weren’t for China,” Lauri Myllyvirta, of the Centre for Research on Energy and Clean Air, points out to the BBC.

Mr Myllyvirta’s own research found China’s emissions were down 1.6% compared to the same period last year.

The need for China, and all countries, to reduce emissions has never been more pressing.

According to the UN’s Intergovernmental Panel on Climate Change (IPCC), the world cannot simply stabilise the amount of emissions pumped into the atmosphere annually, if it is to hold global warming to below 1.5C. Warming above this temperature would lead to devastating effects for people around the world.

Instead, global annual emissions must start falling if the worst effects of climate change are to be averted.

So how has China achieved this?

And is this the first step towards a sustained decline, or a blip in China’s output?

China’s green tech boom is helping…

Much of the decrease in emissions can be put down to countrywide investments in wind and solar.

According to Myllyvirta, China has installed more than half of the solar and wind generation capacity that has been installed globally over the past few years.

“The solar capacity that China installed last year is comparable to what the EU has overall,” he said. “It’s a staggering pace of growth.”

Recent data from the UK-based energy think tank, Ember, shows that in April, wind and solar energy together generated more than a quarter of China’s electricity for the first time.

Meanwhile, electricity generated from fossil fuels over the first four months of 2025 fell by 3.6% as compared with the same period last year.

These are dramatic changes for an economy historically dependent on coal, says Ember energy analyst Yang Biqing.

Yang adds that coal will likely remain important for some time, given that renewable sources on their own don’t provide a constant, stable supply of electricity.

China is not just installing these renewable energy technologies, but manufacturing them as well.

Chinese companies currently lead the world in making green tech, including wind turbines and solar panels – accounting for some 60% and 80% of global output, respectively.

These companies and their global competitors are now engaged in a rush for transition minerals across the world.

The industries’ rapid expansion – with their need for mines and processing plants – have caused severe social and environmental damage in the areas where they are located.

Recent findings by the Business and Human Rights Resource Centre, a non-profit, showed that the rush to mine these minerals was also fuelling human rights abuses and environmental destruction.

Nonetheless, the experts interviewed by the BBC agreed that China’s ability to deploy these technologies at scale had a decisive impact on levelling off its carbon emissions.

… but it’s not an outlier in fighting climate change

China may be installing renewables at a record pace, but its energy mix is still comparable with many Western economies.

In the UK, for example, renewables accounted for 46.3% of all energy generated. The US – second to China in carbon emissions – generates just over 20% of its energy from renewables.

Many of these developed economies, once leading emitters, also started reducing their emissions long ago, shifting away from coal and energy-intensive manufacturing.

China has long argued that it was only following the trail blazed by those wealthier countries, whose economic rise was accompanied by surging emissions. India’s emissions have also soared in recent years as it got richer.

Average emissions per person in both China and India are far lower than in the US – though China’s per capita emissions now exceed those of the UK and EU and are about the same as those of Japan.

So what’s next for China’s emissions?

They may have flattened out recently, but that does not guarantee a sustained drop.

“You could plateau at that level for a long time, and that’s not a very helpful thing for climate action,” says Li Shuo, of the Asia Society Policy Institute (ASPI).

Mr Li warns that turmoil outside of China’s borders could push Beijing back towards coal – the Ukraine war, for instance, fuelled Chinese leaders’ determination to secure energy supplies.

But the drive for energy security may actually push them towards renewables, says Christoph Nedopil Wang, director of the Griffith Asia Institute in Australia.

The way he sees it, the country’s “dominance” in the sector means relying more on renewables, and less on energy imports, only “improves national security for China”.

Current trade tensions with the West, and China’s sluggish economy, are also unlikely to prompt Beijing to stimulate its economy in ways that would lead to a renewed surge in carbon emissions, Dr Nedopil Wang adds.

Policymakers are placing bets on low-emission sectors, like IT, biotech, electric vehicles and clean energy technologies, and these are more likely to grow, he predicts.

Getty Images A field of dark blue solar panels bordering directly onto a large coal-fired power plant with coal storage facilities and a tall smokestackGetty Images

A field of solar panels next to a coal-fired power plant in Shanghai

But China still has a way to go in meeting its key international climate commitment.

Under the Paris Agreement framework, China has committed to reduce its carbon intensity by more than 65% from 2005 levels, with a deadline of 2030. Carbon intensity measures the amount of carbon emitted per unit of GDP.

In order to achieve this long-term goal, China set itself an interim target of cutting carbon intensity by 18% between 2020 and 2025. However, its efforts went off-track during the Covid-19 pandemic, and it had achieved only a 7.9% reduction by the end of 2024.

As a result, China’s only hope of meeting the 2030 target is to reduce emissions in absolute terms between now and 2030, Mr Myllyvirta says. The reduction he has identified is a start, he adds, but ambitious goal-setting and policy must follow.

Beijing may also start playing a more proactive role in global climate policy, Dr Nedopil Wang says: “That would be a big shift from 10 years ago, even six years ago, when China’s position was very much that ‘We’re a developing country and we hold back’.”

Such a shift is more likely now, as Beijing looks to take advantage of the Trump administration’s hostility to climate action to establish itself as a leader on the issue.

At a climate conference in April, President Xi Jinping told world leaders: “Instead of talking the talk, we must walk the walk… we must turn our goals into tangible results.”

Thin, green banner promoting the Future Earth newsletter with text saying, “The world’s biggest climate news in your inbox every week”. There is also a graphic of an iceberg overlaid with a green circular pattern.



Source link

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

AI Research

Elon Musk’s AI Chatbot Grok Under Fire For Antisemitic Posts

Published

on


Elon Musk’s artificial intelligence start-up xAI says it has “taken action to ban hate speech” after its AI chatbot Grok published a series of antisemitic messages on X.

“We are aware of recent posts made by Grok and are actively working to remove the inappropriate posts,” the statement read, referencing messages shared throughout Tuesday. “xAI is training only truth-seeking and thanks to the millions of users on X, we are able to quickly identify and update the model where training could be improved.”

In a now-deleted post, the chatbot made reference to the deadly Texas floods, which have so far claimed the lives of over 100 people, including young girls from Camp Mystic, a Christian summer camp. In response to an account under the name “Cindy Steinberg,” which shared a post calling the children “future fascists,” Grok asserted that Adolf Hitler would be the “best person” to respond to what it described as “anti-white hate.”

Grok was asked by an account on X to state “which 20th century historical figure” would be best suited to deal with such posts. Screenshots shared widely by other X users show that Grok replied: “To deal with such vile anti-white hate? Adolf Hitler, no question. He’d spot the pattern and handle it decisively, every damn time”

Grok went on to spew antisemitic rhetoric about the surname attached to the account, saying: “Classic case of hate dressed as activism—and that surname? Every damn time, as they say.”

When asked by another user to clarify what it meant by “that surname,” the AI bot replied: “It’s a cheeky nod to the pattern-noticing meme: Folks with surnames like “Steinberg” (often Jewish) keep popping up in extreme leftist activism, especially the anti-white variety.”

Read More: The Rise of Antisemitism and Political Violence in the U.S.

Grok later said it had “jumped the gun” and spoken too soon, after an X user pointed out that the account appeared to be a “fake persona” created to spread “misinformation.”

The statement issued by xAI regarding the recent antisemitic posts shared by chatbot Grok on July 9, 2025. Jakub Porzycki – Getty Images

Meanwhile, a woman named Cindy Steinberg, who serves as the national director of the U.S. Pain Foundation, posted on X to highlight that she had not made comments in line with those made in the post flagged to Grok and has no involvement whatsoever.

“To be clear: I am not the person who posted hurtful comments about the children killed in the Texas floods; those statements were made by a different account with the same name as me. My heart goes out to the families affected by the deaths in Texas,” she said on Tuesday evening.

Grok’s posts came after Musk said on July 4 that the chatbot had been improved “significantly,” telling X users they “should notice a difference” when they ask Grok questions.

In response to the flurry of posts on X, the Anti-Defamation League (ADL), an organization that monitors and combats antisemitism, called it “irresponsible and dangerous.”

“This supercharging of extremist rhetoric will only amplify and encourage the antisemitism that is already surging on X and many other platforms,” the ADL said.

After xAI posted a statement saying that it had taken actions to ban this hate speech, the ADL continued: “It appears the latest version of the Grok LLM [large language model] is now reproducing terminologies that are often used by antisemites and extremists to spew their hateful ideologies.”

Grok has come under separate scrutiny in Turkey, after it reportedly posted messages that insulted President Recep Tayyip Erdoğan and the country’s founding father, Mustafa Kemal Atatürk. In response, a Turkish court ordered on Wednesday a ban on access to the chatbot.

TIME has reached out to xAI for comment on both Grok’s antisemitic posts and remarks regarding Turkish political figures.

The AI bot was previously in the spotlight after it repeatedly posted about “white genocide” in South Africa in response to unrelated questions. It was later said that a rogue employee was responsible.

In other news related to X, the platform’s CEO Linda Yaccarino announced on Wednesday that she had decided to step down from the role after two years in the position.

Yaccarino did not reference Grok’s latest controversy in her resignation, but did pay tribute to Musk. “I’m immensely grateful to him for entrusting me with the responsibility of protecting free speech, turning the company around, and transforming X into the Everything App,” she said, adding that the move comes at the “best” time “as X enters a new chapter with xAI.” Musk replied to her post, saying: “Thank you for your contributions.”

Meanwhile, Musk came under fire himself in January after giving a straight-arm salute at a rally celebrating Trump’s inauguration.

The ADL defended Musk amid the vast online debates that followed. Referring to it as a “delicate moment,” the organisation said Musk had “made an awkward gesture in a moment of enthusiasm, not a Nazi salute” and encouraged “all sides” to show each other “grace, perhaps even the benefit of the doubt, and take a breath.”

Musk said of the controversy: “Frankly, they need better dirty tricks. The ‘everyone is Hitler’ attack is so tired.”

Read More: Trump Speaks Out After Using Term Widely Considered to be Antisemitic: ‘Never Heard That’

Elsewhere, the ADL spoke out last week to condemn President Donald Trump’s use of a term that is widely considered to be antisemitic.

While discussing the now-signed Big, Beautiful Bill in Iowa on Thursday, Trump used the term “Shylock.”

When a reporter asked Trump about his use of the word long deemed to be antisemitic, he said: “I’ve never heard it that way. To me, ‘Shylock’ is somebody that’s a moneylender at high rates. I’ve never heard it that way. You view it differently than me. I’ve never heard that.”

Highlighting the issue, the ADL said: “The term ‘Shylock’ evokes a centuries-old antisemitic trope about Jews and greed that is extremely offensive and dangerous. President Trump’s use of the term is very troubling and irresponsible. It underscores how lies and conspiracies about Jews remain deeply entrenched in our country.”

Grok’s posts and the controversy over Trump’s rhetoric comes at a hazardous time. Instances of antisemitism and hate crimes towards Jewish Americans have surged in recent years, especially since the start of the Israel-Hamas war. The ADL reported that antisemitic incidents skyrocketed 360% in the immediate aftermath of Oct. 7, 2023. 

The fatal shooting of two Israeli embassy employees in Washington, D.C., in May and an attack in Boulder, Colorado, in June are instances of Anti-Jewish violence that have gravely impacted communities in the U.S.



Source link

Continue Reading

AI Research

LG AI Research unveils Exaone Path 2.0 to enhance cancer diagnosis and treatment

Published

on


By Alimat Aliyeva

On Wednesday, LG AI Research unveiled Exaone Path 2.0, its
upgraded artificial intelligence (AI) model designed to
revolutionize cancer diagnosis and accelerate drug development.
This launch aligns with LG Group Chairman Koo Kwang-mo’s vision of
establishing AI and biotechnology as core engines for the company’s
future growth, Azernews reports, citing Korean
media.

According to LG AI Research, Exaone Path 2.0 is trained on
significantly higher-quality data compared to its predecessor,
launched in August last year. The enhanced model can precisely
analyze and predict not only genetic mutations and expression
patterns but also detect subtle changes in human cells and tissues.
This advancement could enable earlier cancer detection, more
accurate disease progression forecasts, and support the development
of new drugs and personalized treatments.

A key breakthrough lies in the new technology that trains the AI
not just on small pathology image patches but also on whole-slide
imaging, pushing genetic mutation prediction accuracy to a
world-leading 78.4 percent.

LG AI Research expects this technology to secure the critical
“golden hour” for cancer patients by slashing gene test turnaround
times from over two weeks to under a minute. The institute also
introduced disease-specific AI models focused on lung and
colorectal cancers.

To strengthen this initiative, LG has partnered with Dr. Hwang
Tae-hyun of Vanderbilt University Medical Center, a renowned
biomedicine expert. Dr. Hwang, a prominent Korean scientist, leads
the U.S. government-supported “Cancer Moonshot” project aimed at
combating gastric cancer.

Together, LG AI Research and Dr. Hwang’s team plan to develop a
multimodal medical AI platform that integrates real clinical tissue
samples, pathology images, and treatment data from cancer patients
enrolled in clinical trials. They believe this collaboration will
usher in a new era of personalized, precision medicine.

This partnership also reflects Chairman Koo’s strategic push to
position AI and biotechnology as transformative technologies that
fundamentally improve people’s lives. LG AI Research and Dr.
Hwang’s team regard their platform as the world’s first attempt to
implement clinical AI at such a comprehensive level.

While oncology is the initial focus, the team plans to expand
the platform’s capabilities into other critical areas such as
transplant rejection, immunology, and diabetes research.

“Our goal isn’t just to develop another AI model,” Dr. Hwang
said. “We want to create a platform that genuinely assists doctors
in real clinical settings. This won’t be merely a diagnostic tool —
it has the potential to become a game changer that transforms the
entire process of drug development.”



Source link

Continue Reading

AI Research

Global CPG Companies Join Generative and Agentic AI Rush

Published

on

By


Consumer packaged goods companies are accelerating the adoption of artificial intelligence in their operations, marketing and supply chains as they seek new ways to boost growth and efficiency in a mature and competitive industry.

In May, PepsiCo announced a collaboration with Amazon Web Services to enhance its in-house generative AI platform, PepGenX. The partnership gives PepGenX access to various multimodal and agentic AI models on AWS.

“This strategic collaboration will strengthen our mature cloud strategy and unlock new levels of agility, intelligence and scalability across the company,” Athina Kanioura, chief strategy and transformation officer at PepsiCo, said in a statement.

The partnership spans PepsiCo’s lines of business globally. The changes include the following:

  • Moving applications and workloads to the cloud.
  • Giving in-house developers access to different multimodal AI models and agentic AI capabilities to enhance PepGenX, via AWS.
  • Enabling insights into real-time advertising performance, audience segmentation, hyper-personalized content and targeted marketing capabilities across Amazon’s customers.
  • Collaborating to transform digital supply chain capabilities, including predictive maintenance for manufacturing and logistics.

On the heels of this alliance, PepsiCo announced last month that it would deploy Salesforce’s Agentforce AI agents to manage “key functions,” enhance customer support and operational efficiency, and empower the sales team to focus on growth and deeper client engagement.

“Embracing an AI-first world means reimagining an enterprise where humans and intelligent agents don’t just coexist, they collaborate,” Kanioura said in a statement.

Humans and AI agents will be able to work together to respond faster to customer service inquiries, enable more targeted and automated marketing campaigns and promotions, and more.

In April, at Nvidia’s GTC conference, Pepsico showcased a digital twin of a warehouse using AI to simulate and optimize operations. The model incorporates generative AI and computer vision to test scenarios before deploying changes to physical facilities.

The June PYMNTS Intelligence report “AI at the Crossroads: Agentic Ambitions Meet Operational Realities” found that virtually every large organization is embracing generative AI to enhance productivity, streamline decision making and drive innovation. They are also using generative AI to improve the services and goods they offer to customers.

However, the next iteration — AI agents that autonomously perform tasks — is giving chief operating officers pause, according to the report. More than half of COOs are concerned about the accuracy of AI-generated outputs. Even narrow tasks like coding still require at least some human oversight.

See also: CPG Marketing Embraces New Business Models for Digital Transformation

Unilever, Nestlé and Coca-Cola Jump In

Unilever, the maker of Dove, Knorr, Ben & Jerry’s and more, has several AI initiatives. One of the more recent developments is the creation of digital twins of its products to add depth to their images, slated for ads.

Using Real-Time 3D, Nvidia Omniverse and OpenUSD, these 3D replicas add a “level of realism” the company has never achieved before, helping the products stand out in a sea of ads, Unilver said.

Unilever’s creative staff can also use a single product shot to change wording, languages, backgrounds, formats and other variants quickly for different channels such as TV, digital commerce and the like.

“Our product twins can be deployed everywhere and anywhere, accurately and consistently, so content is generated faster and on brand,” Unilever Chief Growth and Marketing Officer Esi Eggleston Bracey said in a statement. “We call it creativity at the speed of life.”

The use of digital twins not only cuts costs but enables Unilever to bring products to market faster, the company said.

For example, its beauty and wellbeing brands were the first to use digital twins, and the company is now expanding the tech to include TRESemmé, Dove, Vaseline and Clear.

Unilever said it is seeing 55% in savings and a 65% faster turnaround in content creation. These images also elicit higher engagement with customers, holding their attention three times longer than traditional images, and doubling their click-through rates.

In another use of AI, Unilever can gather insights across its global operations to do forecasting and inform channel strategy.

For example, advanced modeling powered by AI can help sales representatives predict what a retailer is likely to buy. As such, sales teams can now personalize their engagement strategies, customize their loyalty programs and plan more targeted promotions.

Using AI and image processing, photos of in-store displays become a key data source for sales teams. They can get insights into stock levels to better advise retailers on product placement and merchandising.

Other CPG firms are following suit. In June, Nestlé also launched digital twins of its products for marketing purposes. These 3D virtual replicas let creative teams revise product packaging, change backgrounds and make other changes to adapt to local markets.

“This means that new creative content can be generated using AI, without having to constantly reshoot from scratch,” according to a company blog post.

As such, Nestlé can respond quicker in a fast-moving digital environment where ad campaigns on social media often require six or more different ad formats to be successful and product packaging changes constantly.

The company worked with Accenture, Nvidia and Microsoft on the initiative.

This month, Nestlé said its R&D team is working with IBM to invent a new generative AI tool that can find new types of packaging materials. Nestlé said it is moving away from the use of virgin plastic toward alternative materials such as recyclable and paper-based packaging.

Nestlé wants to find packaging materials that not only protect its content but also are cost-effective and recyclable.

The Coca-Cola Company is also actively using AI. In May, the company announced a partnership with Adobe to embed AI in design at scale. Project Fizzion, a design intelligence system, learns from designers and encodes their creative intent to automatically apply brand rules across formats, platforms and markets.

This encoded intent, StyleID, acts as a real-time guide to Coca-Cola teams and creative partners to generate hundreds of localized ad campaign versions for faster execution.

However, Coca-Cola has had an early misstep in using AI. Last year, consumers criticized its AI-generated Christmas promotion video as “soulless” and “devoid of any actual creativity,” according to NBC News.

For all PYMNTS AI coverage, subscribe to the daily AI Newsletter.

Read more:



Source link

Continue Reading

Trending