Advanced Machine Intelligence Startup Raises $1.03 Billion, Pioneering Next-Generation AI Reasoning

by THEFUTURE.TEAM

March 16, 2026

Former Meta chief AI scientist Yann LeCun has launched artificial intelligence startup Advanced Machine Intelligence (AMI), which raised $1.03 billion in funding at a $3.50 billion pre-money valuation. The company aims to develop AI systems focused on reasoning, planning and building world models.

Redefining The AI Landscape

The funding round was co-led by Cathay Innovation, Greycroft, Hiro Capital, HV Capital and Bezos Expeditions. The investment positions AMI among the most heavily funded new AI startups. LeCun has argued that current large language models have limitations because they primarily predict the next word or pixel. According to him, future AI systems must develop stronger reasoning and planning capabilities to support more advanced applications.

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Innovating Beyond Traditional AI

AMI’s approach is to engineer systems that not only generate outputs but also demonstrate deep reasoning and planning abilities in complex, real-world scenarios. This strategy is a direct response to the growing consensus that current AI methods require substantial evolution to achieve true autonomy and versatility. The startup’s methodology is designed to bridge the gap between narrow predictive models and adaptive agents capable of managing multifaceted tasks.

A Diverse Portfolio Of Applications

AMI plans to target industries with complex operational systems, including manufacturing, automotive, aerospace, biomedical and pharmaceutical companies. The company said these sectors require AI systems capable of managing complicated processes and analyzing large volumes of data. Over time, the technology could also be applied to consumer products, including robotics and smart home devices.

Strategic Collaborations And Future Prospects

At the same time, Meta has been expanding its own AI development efforts. Earlier this year, the company consolidated several initiatives under Meta Superintelligence Labs, led by former Scale AI CEO Alexandr Wang. LeCun has also discussed potential cooperation between AMI and Meta, including possible integration of AMI technology into Ray-Ban Meta smart glasses. The funding round provides AMI with resources to continue developing AI systems focused on reasoning and world modeling.

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Meta’s $18 Billion Settlement Limits State Claims Over Children’s Data

by News Editor

August 28, 2026

Meta’s $18 billion settlement with attorneys general from 29 U.S. states includes a provision limiting future state claims over the company’s use of children’s data for age-assurance systems.

Under the agreement, Meta must develop, train and begin testing a system to identify users under 13 within a year of the settlement taking effect. The company already uses AI-based age-detection tools, although the agreement does not require the new system to use AI.

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States Agree To Limits On Future Claims

The Children’s Online Privacy Protection Act (COPPA) generally restricts the collection and retention of personal data from children under 13. Under the settlement, the 29 state attorneys general agreed not to bring past, present or future claims under COPPA or similar state laws over the specified use of children’s data.

Meta will not be permitted to use information from users under 13 for advertising, marketing or algorithmic optimisation.

Federal Enforcement Remains Unclear

COPPA is primarily enforced by the Federal Trade Commission, which is not a party to the agreement. That leaves open the possibility of separate federal action over how Meta collects or uses children’s data.

Another issue is whether Meta can keep age-assurance data isolated from its other systems. An independent auditor will monitor compliance, but the settlement does not fully specify what data Meta can retain for training, how long it can be stored or whether derived insights can be used elsewhere.

Legal Risks Remain

Joshua Wurtzel, a partner at Schlam Stone & Dolan, said states could still pursue claims if Meta uses the data outside the settlement’s limits. Such cases could depend on how those limits are interpreted.

Peter Jackson, a data and intellectual property attorney at Greenberg Glusker, said the provision could “disincentivize future enforcement actions.”

The agreement gives Meta greater legal certainty around using children’s data for age assurance, but questions remain over federal enforcement, data retention and secondary use.

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