TechFlow News, June 14: Alex Svanevik, CEO of on-chain analytics platform Nansen, stated that open-weight models may pose greater competitive pressure on Anthropic and OpenAI in the future. Not all tasks require cutting-edge models with “150 IQ-level” capabilities; in many scenarios, models with approximately 115 IQ—costing roughly 90% less—are already “fully sufficient,” offering clear cost-performance advantages.
The AI industry has historically assumed profits would stem from the most advanced frontier models. However, this logic may face challenges—particularly if governments impose restrictions or block access to such models, potentially disrupting revenue expectations for related companies. As regulatory oversight begins limiting the capabilities or deployment of frontier models, the viability of business models reliant on high-end models for profitability will become a core issue requiring industry-wide reassessment.
