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TotalEnergies Partners with French AI Startup Mistral to Boost Energy Efficiency

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TotalEnergies, the French oil and gas major, announced a new partnership with French AI startup Mistral to develop digital tools aimed at enhancing the performance of its energy business and industrial assets, improving energy efficiency, and reducing environmental impact.

The collaboration has already commenced with joint meetings at the companies’ existing facilities, though no new physical laboratory will be created. Together, they plan to develop an AI-powered assistant to support TotalEnergies in project development, operational decision-making to lower emissions, and improving customer support solutions focused on energy savings.

TotalEnergies CEO Patrick Pouyanne highlighted AI’s transformative potential for energy systems and underscored the partnership as part of the company’s broader ambition to foster a European technological ecosystem.

Mistral recently launched Europe’s first AI reasoning model, designed to use logical thinking to generate responses, positioning itself among the leading AI innovators alongside U.S. and Chinese competitors.

Since 2022, TotalEnergies has actively engaged with various AI startups to enhance profitability and operational efficiency in its electricity business. Past initiatives include algorithm-driven predictive maintenance of wind turbines, optimization of electricity trading via advanced weather modeling, and improved digital planning for renewable energy farms.

Additionally, TotalEnergies experimented with Microsoft’s AI assistant Copilot by providing employees six months’ access to identify the most effective applications within the company, as revealed by Pouyanne at the AI Action Summit in Paris earlier this year.

Meta to Acquire 49% Stake in Scale AI for Nearly $15 Billion, Reports Say

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Meta Platforms is reportedly set to purchase a 49% stake in AI data-labeling startup Scale AI for approximately $14.8 billion, according to The Information. The deal, which remains unfinalized, highlights Meta’s intensified efforts to strengthen its artificial intelligence capabilities amid mounting competition in the AI race.

Founded in 2016, Scale AI specializes in providing large volumes of labeled and curated training data essential for developing advanced AI tools, including those powering models like OpenAI’s ChatGPT. Scale AI’s investors, including Accel, Index Ventures, Founders Fund, and Greenoaks, are expected to benefit significantly from the deal.

Under the agreement, Scale AI CEO Alexandr Wang is expected to join Meta in a leadership role, heading a new “superintelligence” lab within the company. This move aligns with Meta CEO Mark Zuckerberg’s push to recruit top AI talent and accelerate innovation, especially after Meta’s recent Llama 4 models underperformed relative to expectations.

Meta’s ambitious plans include the forthcoming release of its major AI model, dubbed “Behemoth,” which has faced delays due to performance concerns, as reported by the Wall Street Journal. The company is also navigating ongoing antitrust scrutiny related to past acquisitions like Instagram and WhatsApp.

Industry analysts note that the deal’s structure may be designed to minimize regulatory hurdles, addressing heightened scrutiny of large tech mergers. Scale AI, valued at $13.8 billion in a recent funding round, reported $870 million in revenue in 2024 and forecasts over $2 billion in 2025. The company ended last year with more than $900 million in cash reserves.

Glean Reaches $7.2 Billion Valuation Amid AI Investment Surge

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AI search startup Glean announced on Tuesday that it has reached a valuation of $7.2 billion following its latest funding round — the company’s third capital raise in under two years. This represents a valuation increase of nearly 57% since its previous round in September, where its value had already more than doubled in just over six months, highlighting continued strong investor demand for AI-driven companies.

The Palo Alto-based enterprise AI firm secured $150 million in this latest round, led by asset management firm Wellington Management. As public markets remain uncertain, many startups like Glean are choosing to remain private longer, raising significant late-stage funding. According to Michael Ashley Schulman, partner at Running Point Capital Advisors, “Founders avoid the volatility of public markets and employees receive secondary-market liquidity via structured rounds.”

Founded in 2019 by former Google search engineers, Glean has surpassed $100 million in annual recurring revenue in its last fiscal year. The company develops AI-powered search tools and large language models that provide businesses with personalized query responses, aiming to optimize enterprise productivity and internal information management.

Glean’s 72x valuation multiple on revenue is considered aggressive, but Schulman noted that investors are receiving “early access to a franchise,” particularly given that the company is currently cash-flow positive.

Earlier this year, Glean introduced its Glean Agents platform, which enables businesses to automate various operations through AI. The company expects the platform to facilitate 1 billion agent actions by the end of 2025. Industry leaders have pointed to AI-based agents as one of the most transformative applications of artificial intelligence. Microsoft CEO Satya Nadella has also highlighted how AI agents could disrupt the long-dominant software-as-a-service (SaaS) business model.

The AI sector continues to attract robust global investment as enterprises and governments pursue artificial intelligence for diverse use cases such as drug discovery, infrastructure management, and productivity enhancement.