#enterprise AI

Mozilla CTO Raffi Krikorian announced an AMA on July 14, 2026, to discuss the inaugural State of Open Source AI report, covering hidden costs of 'free' models, enterprise adoption, the China effect, developer trust, and the agentic harness. This AMA addresses critical, often misunderstood aspects of open source AI in production, providing insights that can guide developers and enterprises in navigating real-world costs, trust, and strategic leverage in the AI ecosystem. The report and AMA focus on five themes: the hidden tax of 'free' models, real versus marketing claims in enterprise adoption, how Chinese models reshape leverage, developer trust based on a survey of 950+ developers, and why the 'agentic harness' layer is the new battleground for open source.

Citibank, Atlassian, and Adobe are restricting employee use of advanced AI models like GPT-5.5 and Claude Opus 4.6 due to unsustainable cost increases from usage-based pricing. Atlassian's monthly AI spending tripled from $5 million in August 2025 to over $15 million in May 2026. This reveals concrete financial challenges in enterprise AI adoption, contradicting the narrative of unlimited AI integration. Companies may need to adopt cost management strategies, potentially slowing AI deployment in business workflows. Citibank banned GPT-5.5 and Claude Opus 4.6 on June 24, 2026, due to excessive AI credit consumption. Atlassian implemented cost-tracking dashboards and ended unlimited usage, while Adobe did not renew its unlimited Claude contract expiring June 30, 2026.