Mistral Launches Magistral to Compete in the Reasoning AI Race
While Magistral puts Mistral in closer competition with well-known reasoning AI models, there are still doubts across the industry about how well current LLMs can actually "reason"
Opinions expressed by Entrepreneur contributors are their own.
You're reading Entrepreneur India, an international franchise of Entrepreneur Media.
French artificial intelligence firm Mistral has announced the release of its latest large language model (LLM), Magistral, marking its entry into the growing space of "reasoning" AI models. The new model aims to improve the transparency and traceability of AI-generated outputs, particularly in tasks that require step-by-step logical processing.
Unveiled on Tuesday during London Tech Week, Magistral is available through Mistral's platforms and the open-source AI repository Hugging Face. The company has released two versions of the model: Magistral Small, a 24-billion-parameter model licensed as open-source, and a more powerful, proprietary version, Magistral Medium, currently available in limited preview.
Mistral describes Magistral as suitable for general-purpose use cases that involve more complex reasoning and demand greater accuracy. The model is designed to provide a visible "chain of thought," which the company says helps users understand how conclusions are reached. This feature may appeal to professionals in law, healthcare, finance, and public services where regulatory compliance and interpretability are key concerns.
According to CEO Arthur Mensch, a key distinction of Magistral is its multilingual reasoning capability, especially in European languages. "Historically, we've seen U.S. models reason in English and Chinese models reason in Chinese," he said during a session at London Tech Week. Mensch noted that Magistral is initially focused on European languages, with plans to expand support to other languages over time.
The launch comes as more AI companies shift their focus from building larger models to improving how existing models process and present information. Reasoning models are designed to handle more sophisticated tasks by simulating logical steps, rather than generating answers based solely on pattern recognition. This shift also responds to ongoing concerns about the interpretability of AI systems, which often function as black boxes even to their creators.
Mistral claims that Magistral Medium can process up to 1,000 tokens per second, potentially offering faster performance than several competing models. It joins a growing list of reasoning-focused models released over the past year, including OpenAI's o1 and o3, Google's Gemini variants, Anthropic's Claude, and DeepSeek's R1.
The release also highlights Mistral's continuing emphasis on open-source AI development. The company, founded in Paris in 2023, has received significant backing from investors including Microsoft, DST Global, and General Catalyst. It raised approximately USD 685.7 million million in a Series B round in June 2024, bringing total funding to over USD 1.37 billion and reaching a reported valuation of USD 6.63 billion.
Despite its relatively short history, Mistral has seen considerable commercial traction. As per the media reports, the company has secured over USD 114.3 million in contracted sales within 15 months of launching its first commercial offerings.
While Magistral puts Mistral in closer competition with well-known reasoning AI models, there are still doubts across the industry about how well current large language models (LLMs) can actually "reason." A recent research paper from Apple, titled The Illusion of Thinking, questions the belief that today's models truly have general reasoning abilities. The researchers found that these models tend to struggle or fail when tasks become too complex, revealing key limitations in their capabilities.
Hashtags
Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles
Yahoo
26 minutes ago
- Yahoo
Why It Might Not Make Sense To Buy Cancom SE (ETR:COK) For Its Upcoming Dividend
Cancom SE (ETR:COK) is about to trade ex-dividend in the next three days. The ex-dividend date generally occurs two days before the record date, which is the day on which shareholders need to be on the company's books in order to receive a dividend. The ex-dividend date is important as the process of settlement involves at least two full business days. So if you miss that date, you would not show up on the company's books on the record date. Accordingly, Cancom investors that purchase the stock on or after the 25th of June will not receive the dividend, which will be paid on the 27th of June. The company's next dividend payment will be €1.00 per share, on the back of last year when the company paid a total of €1.00 to shareholders. Calculating the last year's worth of payments shows that Cancom has a trailing yield of 3.6% on the current share price of €27.90. Dividends are an important source of income to many shareholders, but the health of the business is crucial to maintaining those dividends. As a result, readers should always check whether Cancom has been able to grow its dividends, or if the dividend might be cut. AI is about to change healthcare. These 20 stocks are working on everything from early diagnostics to drug discovery. The best part - they are all under $10bn in marketcap - there is still time to get in early. Dividends are typically paid out of company income, so if a company pays out more than it earned, its dividend is usually at a higher risk of being cut. Cancom distributed an unsustainably high 124% of its profit as dividends to shareholders last year. Without extenuating circumstances, we'd consider the dividend at risk of a cut. Yet cash flow is typically more important than profit for assessing dividend sustainability, so we should always check if the company generated enough cash to afford its dividend. Thankfully its dividend payments took up just 29% of the free cash flow it generated, which is a comfortable payout ratio. It's disappointing to see that the dividend was not covered by profits, but cash is more important from a dividend sustainability perspective, and Cancom fortunately did generate enough cash to fund its dividend. If executives were to continue paying more in dividends than the company reported in profits, we'd view this as a warning sign. Extraordinarily few companies are capable of persistently paying a dividend that is greater than their profits. See our latest analysis for Cancom Click here to see the company's payout ratio, plus analyst estimates of its future dividends. Businesses with shrinking earnings are tricky from a dividend perspective. If earnings decline and the company is forced to cut its dividend, investors could watch the value of their investment go up in smoke. That's why it's not ideal to see Cancom's earnings per share have been shrinking at 3.2% a year over the previous five years. Another key way to measure a company's dividend prospects is by measuring its historical rate of dividend growth. Cancom has delivered 15% dividend growth per year on average over the past 10 years. That's intriguing, but the combination of growing dividends despite declining earnings can typically only be achieved by paying out a larger percentage of profits. Cancom is already paying out 124% of its profits, and with shrinking earnings we think it's unlikely that this dividend will grow quickly in the future. From a dividend perspective, should investors buy or avoid Cancom? It's not a great combination to see a company with earnings in decline and paying out 124% of its profits, which could imply the dividend may be at risk of being cut in the future. Yet cashflow was much stronger, which makes us wonder if there are some large timing issues in Cancom's cash flows, or perhaps the company has written down some assets aggressively, reducing its income. Overall it doesn't look like the most suitable dividend stock for a long-term buy and hold investor. Having said that, if you're looking at this stock without much concern for the dividend, you should still be familiar of the risks involved with Cancom. In terms of investment risks, we've identified 2 warning signs with Cancom and understanding them should be part of your investment process. If you're in the market for strong dividend payers, we recommend checking our selection of top dividend stocks. — Investing narratives with Fair Values Vita Life Sciences Set for a 12.72% Revenue Growth While Tackling Operational Challenges By Robbo – Community Contributor Fair Value Estimated: A$2.42 · 0.1% Overvalued Vossloh rides a €500 billion wave to boost growth and earnings in the next decade By Chris1 – Community Contributor Fair Value Estimated: €78.41 · 0.1% Overvalued Intuitive Surgical Will Transform Healthcare with 12% Revenue Growth By Unike – Community Contributor Fair Value Estimated: $325.55 · 0.6% Undervalued View more featured narratives — Have feedback on this article? Concerned about the content? Get in touch with us directly. Alternatively, email editorial-team (at) article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.
Yahoo
36 minutes ago
- Yahoo
Facilities by ADF Full Year 2024 Earnings: EPS Misses Expectations
Revenue: UK£35.2m (up 1.2% from FY 2023). Net loss: UK£3.05m (down by 485% from UK£794.0k profit in FY 2023). UK£0.034 loss per share (down from UK£0.01 profit in FY 2023). Trump has pledged to "unleash" American oil and gas and these 15 US stocks have developments that are poised to benefit. All figures shown in the chart above are for the trailing 12 month (TTM) period The primary driver behind last 12 months revenue was the Hire of Facilities (excluding Location One) segment contributing a total revenue of UK£24.9m (71% of total revenue). Notably, cost of sales worth UK£22.3m amounted to 63% of total revenue thereby underscoring the impact on earnings. The largest operating expense was General & Administrative costs, amounting to UK£11.3m (71% of total expenses). Explore how ADF's revenue and expenses shape its earnings. Facilities by ADF's share price is broadly unchanged from a week ago. It's necessary to consider the ever-present spectre of investment risk. We've identified 4 warning signs with Facilities by ADF (at least 2 which don't sit too well with us), and understanding them should be part of your investment process. — Investing narratives with Fair Values Vita Life Sciences Set for a 12.72% Revenue Growth While Tackling Operational Challenges By Robbo – Community Contributor Fair Value Estimated: A$2.42 · 0.1% Overvalued Vossloh rides a €500 billion wave to boost growth and earnings in the next decade By Chris1 – Community Contributor Fair Value Estimated: €78.41 · 0.1% Overvalued Intuitive Surgical Will Transform Healthcare with 12% Revenue Growth By Unike – Community Contributor Fair Value Estimated: $325.55 · 0.6% Undervalued View more featured narratives — Have feedback on this article? Concerned about the content? Get in touch with us directly. Alternatively, email editorial-team (at) article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned. 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
CNN
39 minutes ago
- CNN
‘She never sleeps': This platform wants to be OnlyFans for the AI era
She doesn't eat, sleep or breathe. But she remembers you, desires you and never logs off. Her name is Jordan – the AI-powered 'digital twin' of former British glamor model Katie Price – and people can pay her to act out their 'uncensored dreams.' 'You couldn't get any more human. It's like looking at me years ago,' Price, who shot to fame in the late 1990s as a peroxide-blonde tabloid model and Playboy cover star, told CNN. 'It's my voice. It's literally me. It's me.' On June 9, she joined the ranks of creators, celebrities and AI-generated avatars to be digitally immortalized by OhChat, an eight-month-old startup that uses artificial intelligence to build lifelike digital doubles of public figures. Its patrons can live out their 'spicy fantasies' through these AI avatars, OhChat's Instagram page states. The platform has attracted 200,000 users, most of which are based in the United States. OhChat sits at the provocative intersection of AI, fame and fantasy – where intimacy is simulated and connection is monetized. It goes a step further than platforms such as OnlyFans, where users pay to gain access to adult content from content creators. It also comes amid growing ethical concerns around AI – from its role in how people earn a living to how they form intimate connections – underscoring questions about whether AI companies are doing enough to ensure the technology isn't being misused. 'This creates exactly the right environment for the human to be left behind completely - while still being exploited,' Eleanor Drage, a senior research fellow at the University of Cambridge's Leverhulme Centre for the Future of Intelligence, told CNN. OhChat CEO Nic Young described the platform as the 'lovechild between OnlyFans and OpenAI,' in an exclusive interview with CNN. Once activated, the avatars run autonomously, offering 'infinite personalized content' for subscribers. Jordan, for example, is marketed on the platform as 'the ultimate British bombshell.' The tiered subscription model allows users to pay $4.99 per month for unlimited texts on demand, $9.99 for capped access to voice notes and images, or $29.99 for unlimited VIP interaction. Price, like other creators on the platform, receives an 80% cut from the revenue her AI avatar generates, according to Young. OhChat will keep the remaining 20%. 'You have literally unlimited passive income without having to do anything again,' Young told CNN. The platform 'is an incredibly powerful tool, and tools can be used however the human behind it wants to be used,' he added. 'We could use this in a really scary way, but we're using it in a really, I think, good, exciting way.' Since launching OhChat in October 2024, the company has signed 20 creators – including 'Baywatch' actress Carmen Electra. Some of the creators are already earning thousands of dollars per month, Young said. 'It takes away the opportunity cost of time,' he told CNN. 'Just don't touch it at all and receive money into your bank account.' To build a digital twin, OhChat asks creators to submit 30 images of themselves and speak to a bot for 30 minutes. The platform can then generate the digital replica 'within hours' using Meta's large language model, according to Young. Price's AI avatar is trained to mimic her voice, appearance and mannerisms. Jordan can 'sext' users, send voice notes and images, and provide on-demand intimacy at scale – all without Price lifting a finger. 'They had to get my movements, my characteristics, my personality,' said Price, who described her digital twin as 'scarily fascinating.' Price's avatar is categorized as 'level two' out of four on the platform's internal scale, which ranks the intensity and explicitness of their interactions. 'Level two' means sexualized chats and topless imagery, but not full nudity or simulated sex acts. Creators contributing to the platform decide which level their avatar will be. Price told CNN that creating a digital version of herself has left her feeling 'empowered.' The digital twin offers a round-the-clock connection that even her subscription-based OnlyFans account cannot match, she said. 'Obviously, I sleep, whereas she doesn't go to sleep; she's available,' she said. The rise of AI avatars like Jordan invites deeper scrutiny into a new frontier of digital labor and desire – where creators risk being replaced by their own likeness, fans may be vulnerable to forming emotional attachments to simulations, and platforms profit from interactions that feel real but remain one-sided. Sandra Wachter, professor of technology and regulation at the University of Oxford, questioned whether it is 'socially beneficial to incentivize and monetize human-computer interaction masquerading as emotional discourse.' Her remarks reflect concerns around emotional dependence on AI companions. While OhChat is for adults, it enters an ecosystem already grappling with the consequences of synthetic intimacy. Last year, a lawsuit involving drew global attention after the mother of a teenager alleged that her son died by suicide following a relationship with the platform's chatbot. Elsewhere, social media users have gone viral describing ChatGPT 'boyfriends' and emotional bonds with such digital entities designed to mimic human affection. 'It's all algorithmic theatre: an illusion of reciprocal relationship where none actually exists,' said Toby Walsh, a professor of artificial intelligence at the University of New South Wales in Sydney, Australia. OhChat strikes what Young called a 'balance between immersion and transparency,' when asked whether users are informed that they are speaking with AI instead of a real person. OhChat is 'clearly not presenting itself as an in-person or real experience,' he said. 'It isn't in the users' interest to be reminded overtly that this is all AI, but we're very clear about that upfront and in the entire experience and offering of the platform.' But it's in Young's interests to keep users hooked on the platform with personalities like 'Jordan,' even if she isn't real, says Walsh. 'These platforms profit from engagement,' he told CNN, 'which means the AI is optimized to keep users coming back, spending more time and likely more money.' Éamon Chawke, a partner at the intellectual property law firm Briffa, notes that there are risks for creators' reputations as well, especially for high-profile figures like Price and Electra. 'Vulnerable fan users may become overly attached to avatars of their heroes and become addicted,' Chawke told CNN. 'And if their avatar is hacked or hallucinates and says something offensive, reputational harm to the public figure is likely.' While Young says ethics 'can be a hard thing to define in this industry,' he said the platform operates within 'a hell of a lot of strong boundaries.' Young said OhChat uses safeguards that build on those used by Meta's Facebook – which has struggled to control content its own platform in the past. Each creator signs an agreement outlining the exact behavioral rules for their digital twin, he said, including the level of sexual content permitted. Avatars can also be revoked or deleted at any time, he added. 'It's within their control and at their sole discretion whether or when to ever stop their digital twin, or delete it,' he told CNN. But Young is prepared to face the tough questions; in his vision of the future, digital duplicates will be the norm. 'I can't imagine a future where every creator doesn't have a digital twin,' he said. 'I think it just will be the case, with absolute certainty, that every single creator and celebrity will have an AI version of themselves, and we want to be the layer that makes that happen.'
