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AI technology drives revenue growth while increasing security and cost risks
The rapid integration of AI is creating significant shifts in corporate economics and cybersecurity. Research from Boston Consulting Group indicates an 'AI profit gap,' where companies with high AI token consumption are seeing revenue growth more than three times faster than low-usage peers.
However, the rise of agentic AI introduces new financial and security challenges. Gartner predicts that inference costs for complex, multi-step AI agent workflows will increase more than fivefold by 2028, even as individual model token prices fall. This 'Inference Paradox' suggests that the complexity of autonomous systems will outpace the savings from cheaper underlying models.
In the cybersecurity sector, AI is both a tool and a threat. Microsoft has delayed the first Cumulative Update (CU1) for Exchange Server Subscription Edition because its teams are overwhelmed by the volume of security vulnerabilities identified by AI-powered scanning tools. Simultaneously, autonomous agents are demonstrating the ability to exploit vulnerabilities; Wiz reported that its Red Agent successfully discovered and exploited a script injection vulnerability in a Snowflake public repository, a flaw that GitHub Copilot Autofix failed to detect.
Entities
Akamai · Boston Consulting Group · Exchange Server · Gartner · Microsoft · NIST · Snowflake · Wiz
Claims
What the coverage asserts, and how many sources carry each claim.
- [● 4 SOURCES] Microsoft is delaying the first Cumulative Update (CU1) for Exchange Server Subscription Edition due to a high volume of security vulnerabilities identified by AI-powered tools. itnerd.blog · www.computerworld.com · www.it-connect.fr · www.computable.be
- [○ 1 SOURCE] Companies with the highest AI token consumption showed revenue growth more than three times higher than those with the lowest usage. www.brownstoneresearch.com
- [○ 1 SOURCE] The Wiz Red Agent autonomously discovered and exploited a script injection vulnerability in a Snowflake public repository, which GitHub Copilot Autofix failed to detect. ca.news.yahoo.com
- [● 2 SOURCES] Inference costs for agentic AI workflows are projected to increase more than fivefold by 2028 as organizations transition from simple chatbots to complex, multi-step execution systems. www.arnnet.com.au · www.theregister.com