The volume of expert commentary on AI has reached a level where almost any position can be supported by finding a credible-sounding source. This article attempts to cut through the noise by identifying the specific points of genuine expert consensus - the claims that appear consistently across the most rigorous, institutionally credible research - and explaining what they mean in practical terms for people making career and business decisions in 2026.
The Points of Genuine Expert Consensus
First: AI capabilities will continue to improve significantly through 2026 and beyond. There is no credible expert position that suggests the current wave of capability improvement will plateau in the near term. The specific trajectory is debated but the direction is not.
Second: The productivity gains from AI are real and significant for knowledge and communication work. The empirical research from MIT, Stanford and others is methodologically robust and shows effects too large to be explained by measurement noise. AI improves productivity for the specific types of tasks most relevant to small business communication and administration.
Third: The commercialisation of AI will lag capability development by several years. The gap between what AI can do and what businesses are actually using it for is large and will remain large. This is the structural basis for the AI territory partnership opportunity.
Capabilities
Consensus: will continue improving significantly - direction not in doubt
Productivity
Consensus: real and significant gains for knowledge and communication work
Adoption gap
Consensus: commercialisation lags capability by years - the territory opportunity
Human advisers
Consensus: trusted human support is key to SME adoption - validates the model
What the Experts Disagree About
The areas of genuine expert disagreement - timelines for specific capabilities, the pace of job displacement, the regulatory environment - are real but less commercially relevant for 2026 decisions than the points of consensus. The consensus points are sufficient to make the AI territory partnership opportunity robust regardless of which position on the contested questions proves correct. AI Agency Boxed is built on the consensus, not the speculation.
Built on Expert Consensus, Not AI Hype
The AI Agency Boxed model is grounded in what the evidence actually shows.
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