Only proprietary data can protect mid-market AI firms from LLM-driven product obsolescence
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AI and Automation
Monday July 7, 2025AI powered companies are stepping in to provide lending support to an auto market in need of optimization.
Banks have pulled back from traditional lending and credit is maxed out for most borrowers, creating a situation where new credit options are needed to keep the market afloat.
AI and Automation
Monday July 14, 2025Increased agent autonomy in AI models raises concerns about unsupervised "shadow actions" and the need for strong observability.
The rise of "agent designers" reflects new changes in systems architecture in AI, focusing on structuring and managing AI agents.
Future AI developments are likely to focus on domain-specific applications, improving AI's ability to perform specialized tasks.
Data and Infrastructure
Wednesday July 9, 2025AI giants like Google and OpenAI are expanding into the mid-market, threatening smaller companies that lack proprietary data.
Norman Paulsen emphasizes the importance of well-structured proprietary data to maintain a competitive edge against larger AI firms.
Rapid AI development necessitates frequent backend updates, with new research potentially rendering current frameworks obsolete.
Despite AI's potential, security remains a significant concern, requiring strict data controls and cautious integration of external models.