The legal pushback that could complicate Trump's AI plan
President Trump and administration officials spent Wednesday promoting the plan and three accompanying executive orders after repealing much of President Biden's comparatively protectionist AI policies with a prior executive order in January.
Key pillars of the new Trump plan include accelerating permitting to build the data centers needed to create AI technologies, expanding the export of US-made AI, and freeing foundational AI models of ideological bias.
'From now on, the US government will deal only with AI that pursues truth, fairness, and strict impartiality,' Trump said on Wednesday in remarks from an AI Summit at Andrew W. Mellon Auditorium in Washington, D.C.
The plan also seeks to clear away legal headwinds, such as state-specific AI restrictions, and environmental and copyright laws.
Constitutional law scholars say the administration can expect litigation to target his directives that are on less solid legal footing, such as his executive order requiring bias-free algorithms.
That order bans the federal government from procuring AI technology infused with partisan bias and ideological agendas.
The requirement may be impossible to fulfill, the lawyers said. And even if eradicating bias were possible, government discrimination against developers may not hold up under a First Amendment challenge, they added.
'Any executive order that purports to require neutrality among AI doesn't understand how AI works,' said Stanford University technology law professor Mark Lemley.
He cautioned that if the government were to deny developers from securing government contracts based on viewpoints expressed in their technologies, it could draw constitutional challenges.
Technology lawyer Star Kashman agreed, and added that the concept of unbiased AI is 'nice,' but in practice would limit the use of all AI systems in this early stage of development.
'All AI systems carry inherent bias,' Kashman said.
Further complicating the idea, Kashman said, is that the orders seem to penalize companies based on the perceived ideological leanings of their AI systems or their training data sets.
'What would it mean for an AI system to be 'biased'...and who determines that standard?
'Who decides what the truth is?'
AI systems are trained on content across the internet, using data written by humans. Every person has their own bias, which then slips into AI models that process information pulled from the web.
'The way I see it is that there is definitely bias in AI," Cornell University assistant professor of information technology Aditya Vashistha told Yahoo Finance.
"I ask people, do you see bias on the internet? Do you see that people have some thoughts around certain demographics, identities, cultures, and so on? And usually, the answer is 'Yes'.'
Even evaluating AI systems for bias is a fraught exercise, he added.
'If you want to design an AI technology which is telling the truth, who decides what the truth is, and how do you even measure it?'
Vashistha pointed to language bias in AI models, explaining that while Hindi is spoken by more than 500 million people, far more than the population of the US, roughly 60% of the data online is English and just 0.6% is in Hindi.
That leads to AI systems that focus on English first, while leaving other languages out.
Another hurdle ripe for challenge is the administration's plan to provide some level of insulation to large language models from copyright infringement claims.
Dozens of copyright holders have sued large language model developers, including Meta (META) and Anthropic (ANTH.PVT), arguing that the developers must pay rights holders before allowing generative AI software to interpret their works for profit. Rights holders also argue that the AI output cannot resemble their original works.
"There is no predicting what's going to come out the other end of those cases," Courtney Lytle Sarnow, an intellectual property partner with CM Law, told Yahoo Finance in June.
Sarnow and other intellectual property experts said they expect the disputes will end up in appeals to the US Supreme Court.
'Of course, you can't copy or plagiarize an article,' Trump said. 'But if you read an article and learn from it, we have to allow AI to use that pool of knowledge without going through the complexity of contract negotiations, of which there would be thousands.'
Hashtags

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles

Yahoo
8 minutes ago
- Yahoo
New York officer killed in shooting was Bangladeshi immigrant whose wife was pregnant
By Kanishka Singh WASHINGTON (Reuters) -The New York police officer killed in a mass shooting in a Manhattan skyscraper on Monday was described by the city's mayor and police commissioner as a heroic Bangladeshi immigrant who saved lives while "putting his life on the line." A gunman opened fire on Monday inside a midtown office tower, killing four people, including Officer Didarul Islam, 36, before fatally shooting himself, officials said. "We lost four souls to another senseless act of gun violence, including a member of the New York City Police Department, Officer Islam," New York Mayor Eric Adams told reporters in a press conference late on Monday. Adams said the officer was a three and a half year veteran of the police department. "He was saving lives, he was protecting New Yorkers," Adams said. "He loved this city, and everyone we spoke with stated he was a person of faith and a person that believed in God." Adams said he met the officer's family on Monday night. "I told them that he was a hero, and we admire him for putting his life on the line," the mayor added. Islam was married, had two young sons, and his wife is pregnant with a third child, Police Commissioner Jessica Tisch said in the press conference. "He put himself in harm's way. He made the ultimate sacrifice — shot in cold blood," she said. Islam was working on a paid security detail in the building when the shooting occurred, the commissioner added. Such details allow "companies to hire officers in uniform to provide extra uniform security," she said. Excluding Islam, 42 federal, state, county, municipal, military, and U.S. territories officers have died in the line of duty in the first half of 2025, according to preliminary data from the National Law Enforcement Officers Memorial Fund.
Yahoo
8 minutes ago
- Yahoo
SDHG's Lead in Electricity-Computing Integration Helps Market Cap Hit HK$100 Billion
SDHG market cap hit HK$100 billion for the first time, as stock price surged 200+ percent in 2025 From 2021 to 2024, SDHG's total assets more than tripled, from RMB 21.43 billion to RMB 66.17 billion Dazzling success attributed to SDHG's two-pronged strategy of smart investing in new energy and computing power Electricity-Computing Integration model places SDHG in unique position to lead industry SDHG's outstanding ability to align key businesses with national policy priorities wins dedicated government support HONG KONG, July 29, 2025 (GLOBE NEWSWIRE) -- Shandong Hi-Speed Holdings Group Ltd. ( shares rose to HK$17.26 at closing on Monday, July 28, sending the market cap of the strongly growing company to HK$103.9 billion. SDHG market cap exceeded HK$100 billion for the first time on July 11. The fact that it has since remained steadily above the HK$100 billion mark indicates the market's unequivocal endorsement of SDHG as a leader in Electricity-Computing Integration and AI-ready infrastructure. SDHG's Lead in Electricity-Computing Integration Helps Market Cap Hit HK$100 Billion As global competition in AI innovation intensifies to a breakneck pace, the demand for computing power has skyrocketed, which led renewable energy and computing power to become critical battlegrounds for serious contenders in the field. SDHG, a pioneer strategic investor in Electricity-Computing Integration, is widely believed to lead the race. Pivot to AI infrastructure builderThe demand for both computing power and the electricity to run the data centers in China is forecast to see exponential growth in the coming years. In 2025, data center electricity consumption is expected to account for 5 percent of China's total electricity usage. The country's intelligent computing power is projected to reach 1,037.3 EFLOPS in 2025 and to surge to 2,781.9 EFLOPS in 2028. The highly centralized GPU clusters required for intelligent computing centers will have to consume more power. On the eve of AI innovation booms, SDHG has made a strategic transition from primarily making financial investments toward becoming an investment holding platform focused on emerging industries. It has since emerged as China's leading company owning premium assets in both renewable energy and computing power, creating a unique Electricity-Computing Integration model. In 2022, SDHG acquired Shandong Hi-Speed New Energy Group Ltd. (SHNE, and now owns 56.97 percent of the company's stakes. In 2023, SDHG made a strategic investment worth US$299 million in VNET Group Inc. (NASDAQ: VNET). SHNE owns clean energy projects in more than 20 provinces in China and has been actively exploring international markets. VNET started focusing on selling data center services to retail clients in China and has grown to serve hyperscale customers including Alibaba Cloud, Tencent Cloud, and Huawei Cloud. These and other smart investment moves have helped the company gain a strong foothold in traditional infrastructure as well as in new infrastructure. Alignment with national policy prioritiesSDHG has shown outstanding ability to align its key businesses with major national policy priorities, namely renewable energy and computing power. As a result, SDHG enjoys full policy dividends from such national projects as 'East Data, West Computing' and secures dedicated government support in energy-rich provinces, especially support for its Electricity-Computing Integration model. Partnering with local governments and companies, SDHG has been able to achieve great success in experimenting with innovative business models that hand the company a unique advantage in both Chinese and international markets. The Ulanqab Source-Grid-Load-Storage Integration Project in Inner Mongolia is one of SDHG's flagship projects and epitomizes the innovativeness of Electricity-Computing Integration. SDHG is building power generation and storage facilities (solar and wind) right next to AIDC and other computing power centers in grassland town Ulanqab. The model breaks down traditional power grid constraints by enabling direct electricity trading ("selling electricity across the wall"). It thus establishes an ecosystem of power generation, transmission, and consumption in the same physical space. This self-contained green ecosystem, with tremendous environmental and economic value, operates on the principles of: - Instant Utilization (power consumed immediately upon generation)- On-Demand Availability (guaranteed supply for computing facilities)- Market-Based Pricing (dynamic cost optimization)- Mutual Benefit (win-win for energy producers and computing operators) Upon completion, the SDHG Ulanqab project will generate approximately 860 million kWh of electricity annually, supplying a significant part of the power to run VNET's 150MW computing centers in Ulanqab. When the 1GW Ulanqab III is in full operation and powered by SDHG, an additional RMB 1.3 billion worth of economic benefits will be created for the company. The SDHG Ulanqab project with its pioneering Electricity-Computing Integration model is set to play a major role in AI's transformation of Chinese tech industry, the same way as Stargate and other mega projects contribute to the building of AI infrastructure in their respective countries. Reliable financing toolkitSDHG's solid background in licensed financial transactions and ability to leverage Hong Kong's status as an international financial center have also been crucial in its success in financing the new energy and computer power projects with a reliable world-class toolkit. In May 2024, SDHG issued US$900 million worth of perpetual bonds — the largest USD senior perpetual bond issuing by any Chinese issuer since 2021, which were subscribed by 280 institutional accounts across Asia, Europe, the Middle East and Africa. In March 2025, SDHG's portfolio company VNET Group Inc. completed a $430 million convertible preferred notes offering — the largest such issuance relative to market cap by a Chinese firm since early 2024 which secured foundational capital for its domestic expansion. Endowed with the above-mentioned advantages, SDHG has established itself as a market leader with proven operational excellence, attracting more and more major companies to become customers and partners. In May 2025, SDHG signed a strategic cooperation agreement with Chinese tech giant Huawei Technologies Co., Ltd. to build projects driven by "green computing power and clean energy", develop "zero-carbon smart parks", and collaborate in the field of intelligent transportation, including vehicle-road coordination and large-scale intelligent driving models. The capital market has also reacted to SDHG's new strategy and remarkable business performance enthusiastically. In June 2025, multiple brokerages issued initiating coverage reports with "Outperform" ratings for SDHG, including Soochow Securities (Hong Kong), Zhongtai Securities, Tebon Securities, and SXC Securities. 'Through smart strategic maneuvers, SDHG has managed to build a complete ecosystem in new energy and new infrastructure, greatly enhancing the company's core competitiveness,' the Zhongtai Securities report states. SDHG was incorporated as China New Financial Group Limited. The company was acquired by Shandong Hi-Speed Group in 2017 and adopted its current name in 2022. It was listed on the Hong Kong Stock Exchange in the same year and is now a constituent stock of the Hang Seng Composite Index. The company currently holds an Fitch 'A-' Issuer Default Rating (IDR) with an ESG Entity Rating of '2' (Sustainable Fitch). SHDG has been on a phenomenal growth trajectory in the last 4 years despite macroeconomic challenges in the world and in the region. From 2021 to 2024, its total assets more than tripled — expanding from RMB 21.43 billion to RMB 66.17 billion. Its stock price has soared over 200 percent in 2025, while annual revenues are forecast to grow to RMB 6.59 billion, RMB 6.77 billion, and RMB 7.37 billion for 2025, 2026, and 2027, respectively. Net profit attributable to parent company shareholders is expected to more than double in the period, from RMB 216 million in 2025 to RMB 555 million in 2027. 'We expect SDHG to keep its growth momentum in the coming years, benefiting from and contributing to national policy initiatives in new energy and computing power. In particular, SDHG's Electricity-Computing Integration model powering AIDC will cement the company's lead in the industry and help realize its full potential as a market innovator,' the Zhongtai Securities report concludes. Media ContactCompany Name: Shandong Hi-Speed Holdings GroupContact: Stanley ShiWebsite: stanleyshi@ A photo accompanying this announcement is available at in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data
Yahoo
8 minutes ago
- Yahoo
UBS orders bankers to scale back sale of complex currency products, FT reports
(Reuters) -UBS has ordered bankers to scale back sales of complex currency derivatives after its clients suffered heavy losses due to U.S. President Donald Trump's "Liberation day" tariff announcements, the Financial Times reported on Tuesday. Reuters could not immediately verify the report. UBS did not immediately respond to a request for comment. Error in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data