Side-by-side comparison of AI visibility scores, market position, and capabilities
AI lab building world models using JEPA architecture; $1.03B seed at $3.5B valuation; founded 2025 in Paris by Yann LeCun (Turing Award winner, Meta Chief AI Scientist); alternative to LLMs.
AMI Labs is an AI research company founded in 2025 in Paris by Yann LeCun — Meta's Chief AI Scientist and Turing Award winner — built around the thesis that large language models are a fundamentally limited path to human-level intelligence and that a different architectural approach, grounded in how biological intelligence works, is required. The company was established to pursue world models: AI systems that build rich internal representations of how the physical and social world functions, enabling reasoning, planning, and generalization that current LLMs cannot perform. AMI Labs' core technology centers on the Joint Embedding Predictive Architecture (JEPA), a learning framework LeCun developed at Meta that trains AI on the structure of the world rather than on next-token prediction.\n\nAMI Labs' research agenda positions it as a fundamental alternative to the transformer-based LLM paradigm that has dominated AI development since 2017. Rather than building systems that predict text sequences, JEPA-based world models learn to predict abstract representations of future states — a capability that LeCun and the AMI Labs team argue is necessary for AI systems to achieve genuine planning, causal reasoning, and physical-world understanding. The company is building its research and engineering team in Paris, with the French AI ecosystem and proximity to LeCun's academic network providing a talent and institutional foundation.\n\nAMI Labs raised $1.03 billion in seed funding at a $3.5 billion valuation, making it one of the most capitalized AI research startups at founding stage. The round reflects LeCun's scientific reputation and investor conviction that JEPA-based world models represent a credible path beyond current LLMs. AMI Labs competes with OpenAI, Anthropic, and DeepMind for talent and research mindshare, differentiating through its architectural heterodoxy and explicit post-LLM positioning.
CrowdStrike (CRWD) reported $3.95B ARR in FY2025 (ended Jan). Revenue $3.74B, up 29% YoY. Market cap ~$85B. 8,600+ employees. Austin, TX. AI-native cybersecurity platform. Charlotte AI for threat detection.
CrowdStrike is an AI-native cybersecurity company founded in 2011 by George Kurtz, Dmitri Alperovitch, and Gregg Marston and headquartered in Austin, Texas, that built the endpoint detection and response (EDR) category and has since expanded into the broadest cloud-native cybersecurity platform in the industry. The company was founded on the insight that traditional antivirus software — signature-based, retrospective, and endpoint-isolated — could not keep pace with sophisticated adversaries operating at machine speed. CrowdStrike's founding architecture, the Falcon platform, was designed cloud-native from day one: a single lightweight agent on the endpoint feeding a cloud-based AI that learns from trillions of security events across every customer simultaneously. The company trades on Nasdaq under the ticker CRWD.\n\nThe CrowdStrike Falcon platform consolidates more than 28 security modules across endpoint security, identity threat protection, cloud security, next-gen SIEM and log management, threat intelligence, and managed detection and response — all delivered through a single agent and unified console. The AI at the platform's core, Charlotte AI, provides conversational security operations, automated investigation, and AI-generated threat summaries that reduce analyst workload. CrowdStrike's threat intelligence team, Adversary Intelligence, tracks and names nation-state and criminal threat actors globally, giving customers predictive insight into campaigns before they hit their environments.\n\nCrowdStrike reported $3.95 billion in annual recurring revenue (ARR) for FY2025 and total revenue of $3.74 billion, up 29% year over year, with a market capitalization of approximately $85 billion. The company has 8,600+ employees and counts a substantial share of the Fortune 500 and global governments as customers. Despite the July 2024 sensor update incident that caused a significant IT outage affecting millions of Windows systems globally, CrowdStrike's customer retention remained strong — a testament to the platform's depth of integration and the switching costs built into its consolidated architecture.
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