AI Trends to Watch: What's Likely to Matter Next

Nobody can predict AI precisely. These themes are worth keeping an eye on, whatever the headlines say.

Assistants are shifting from answering to acting: using tools, handling multi-step tasks and working across apps. Expect more focus on permissions, approval and auditing.

Capable models are getting more efficient, so more AI will run on phones, laptops and edge devices, improving privacy and cost.

Text, images, audio and video in one system, making assistants more natural to use and more useful for accessibility.

Models that "think" longer are improving at hard problems. Verification will matter as much as ever.

Assistants that remember your preferences and context. Expect more debate about privacy, control and transparency.

More rules on transparency, safety testing, high-risk uses and data. Businesses will need simple governance in place.

Watermarks, content credentials and detection efforts to help people tell real from synthetic. None will be perfect.

Continuing legal and commercial arrangements around training data, creative work and likeness.

Pressure on power, chips and data centres will shape costs, location and efficiency efforts.

Judgement, communication, domain knowledge and critical thinking become more valuable as routine tasks are automated.

• Follow a few reliable sources.
• Try tools on real tasks rather than chasing every launch.
• Be sceptical of dramatic predictions and hype.
• Revisit your policies and skills every few months.

The tools will keep changing. Good habits of testing, verifying, protecting data and putting people first will keep serving you.