SenseTime CEO Xu Li says AI products should shift from replacement to augmentation, with pricing moving from tokens to tasks

SenseTime CEO Xu Li says AI products should shift from replacement to augmentation, with pricing moving from tokens to tasks

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News Editor
2026-07-17 09:07:19
SenseTime Chairman and CEO Xu Li used a keynote speech at the 2026 World Artificial Intelligence Conference to lay out his view on AI accessibility and safety. He said several AI categories already validated by the market — software development, content generation and embodied intelligence — are following the same path, moving from single-purpose tools built for specialists to long-horizon task systems aimed at the broader public. In that shift, he said, the most visible change is in who the users are, with demand emerging more naturally from end users rather than from the original target customer base. Xu argued that broad AI adoption should not be framed around replacing humans. In his view, the goal is to expand the capability boundaries individuals did not previously have. On safety, he said governance should run through product design, model development and physical deployment boundaries. He also said data security should be addressed in both pre-training and post-training, with multi-model cross-checking used in operation. For embodied AI, he called for rollout through sandbox testing and constrained scenarios. Xu added that as AI moves toward the era of “super individuals,” pricing will shift away from tokens and toward the price of completed tasks, with the “Task economy” pushing AI from compute consumption to value delivery.
SenseTimeXu LiAITask economyWAICAI safety

According to monitoring by Beating, SenseTime Chairman and CEO Xu Li said in a keynote speech at the 2026 World Artificial Intelligence Conference that AI accessibility and AI safety need to be addressed together.

Xu said several AI applications already validated by the market — software development, content generation and embodied intelligence — are moving along a similar track. In his description, they are shifting from single-module tools built for professionals to long-horizon task closed loops for the general public.

He said the clearest change in that process is the migration of users. The original target customer is no longer the key focus, while the real customer base is emerging naturally from the demand side.

AI accessibility should center on augmentation

Xu said real AI accessibility is not about replacing humans. He framed it instead as expanding the boundaries of capabilities that individuals did not previously possess.

At the product level, he said AI should be designed for augmentation rather than replacement. It also should not deepen dependence, but support personal growth.

Safety governance spans products, models and physical boundaries

On governance, Xu said AI safety needs to run through three layers: product philosophy, model pathways and physical boundaries.

At the model layer, he said data security should be ensured during both pre-training and post-training, while multi-model cross-verification should be used in deployment. For embodied intelligence, he said rollout should proceed gradually through sandboxes and scenario constraints.

Pricing unit may move from token to task

Xu also said that as AI capability advances toward what he called the era of the super individual, the real unit of pricing in the future will no longer be the token, but the price of completing a task.

He said the Task economy will push AI away from pure compute consumption and toward value delivery. As costs keep falling, the threshold for broader access will also open further.

Quoting World Economic Forum data, Xu said AI could reduce 90 million jobs by 2030, while creating 170 million new professions. He said super individuals will sit at the center of that new form of work.

This article was originally published by Bit.Fan. For more cryptocurrency news and market insights, visit www.bit.fan.
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