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Only proprietary data can protect mid-market AI firms from LLM-driven product obsolescence

Data and Infrastructure

Wednesday July 9, 2025
  • AI 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.

Agentic AI is escaping the dev lab, with open-source MCP tools reshaping business ops

AI and Automation

Wednesday July 9, 2025
  • MCP Kit is an open-source framework to make agentic AI accessible across businesses.

  • Human oversight remains essential in AI-assisted development, with strong prompts playing a critical role in guiding results.

  • Despite current limitations, Uptain envisions agentic tools transforming web interactions through chat interfaces, reducing reliance on traditional apps.

Anthropic touts its top startup customers with new 'Powered by Claude' directory

AI and Automation

Wednesday July 9, 2025
  • Anthropic introduces a new partner page to showcase its "Powered by Claude" ecosystem, targeting developers and businesses.

  • The company aims to be the core engine for third-party innovation, contrasting with rivals who focus on app marketplaces.

  • Claude's applications span from coding tools to business solutions, embedding AI deeply within modern technology infrastructures.

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