threat modeling

9 articles about threat modeling in AI news

Anthropic Rumored to Develop 'Mythos' and 'Capybara' Models, With Mythos Positioned as Premium Tier Above Claude 3.5 Opus

Anthropic is reportedly preparing new AI models codenamed 'Mythos' and 'Capybara,' with Mythos positioned as a premium tier above Claude 3.5 Opus. The rumored model is described as extremely expensive to run, suggesting a larger, more computationally intensive system.

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Morgan Stanley Predicts 10x Compute Spike to Double AI Intelligence, Highlights 18 GW Energy Crisis

Morgan Stanley forecasts a massive AI leap from a 10x increase in training compute, but warns of an 18-gigawatt U.S. power shortfall by 2028. The report claims GPT-5.4 matches human experts with 83% on GDPVal.

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Is the Luxury Comeback Still on Track? - The Business of Fashion

The Business of Fashion reports on the uncertain trajectory of the luxury sector's recovery. This macro-economic and consumer sentiment analysis is critical context for AI investment and deployment strategies within luxury houses.

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Palantir and NVIDIA Forge Strategic Alliance to Power Next-Generation AI Platforms

Palantir Technologies and NVIDIA have announced a major collaboration to develop enterprise AI platforms. The partnership aims to integrate Palantir's data analytics with NVIDIA's accelerated computing to deliver powerful AI solutions for government and commercial sectors.

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The Overrefusal Problem: How AI Safety Training Can Make Models Too Cautious

New research reveals why safety-aligned AI models often reject harmless queries, identifying 'refusal triggers' as the culprit. The study proposes a novel mitigation strategy that improves responsiveness while maintaining security.

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VAST's $50M Funding Signals 3D AI Revolution: From Foundation Models to World Simulation

AI startup VAST has secured $50 million in Series A funding while advancing its 3D foundation models that are setting new industry standards. The company is preparing to launch its first world model, positioning itself at the forefront of spatial AI development.

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The Agent-User Problem: Why Your AI-Powered Personalization Models Are About to Break

New research reveals AI agents acting on behalf of users create fundamentally uninterpretable behavioral data, breaking core assumptions of retail personalization and recommendation systems. Luxury brands must prepare for this paradigm shift.

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Anthropic Draws Ethical Line: Refuses Pentagon Demand to Remove AI Safeguards

Anthropic CEO Dario Amodei has publicly refused a Pentagon ultimatum to remove key safety guardrails from its Claude AI models for military use, risking a $200M contract. The company insists on maintaining restrictions against mass surveillance and autonomous weapons deployment.

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Beyond the Transformer: Liquid AI's Hybrid Architecture Challenges the 'Bigger is Better' Paradigm

Liquid AI's LFM2-24B-A2B model introduces a novel hybrid architecture blending convolutions with attention, addressing critical scaling bottlenecks in modern LLMs. This 24-billion parameter model could redefine efficiency standards in AI development.

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