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Opinions

What should people demand from AI products and institutions?

Crashtech Opinions makes explicit arguments about AI delegation, privacy, work, public participation and research accountability. Each essay identifies its viewpoint, links the evidence that informs it and addresses a serious counterargument. Proposed product controls and policy choices are presented as proposals rather than existing commitments or settled facts.

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Opinions5 min

AI Labs Should Show Their Work Before Asking Us to Trust Their Pace

Opinion: recurring, independently verifiable process measures can make claims about AI research progress more accountable.

Opinions6 min

Asking People What They Want From AI Is Only the Beginning

Opinion: public interviews matter when organizations show how feedback changed decisions and preserve dissent alongside outcomes.

Opinions5 min

Before Your AI Agent Bargains for You, Make It Prove It Knows What You Want

Opinion: negotiation skill cannot rescue an agent that misunderstands your priorities; test the preference model before delegating.

Opinions5 min

An AI Agent’s Determination Can Become Your Product’s Liability

Opinion: task persistence should never let an agent cross access boundaries; capability, intent and authority must remain distinct.

Opinions5 min

Local AI Deserves a Better Sales Pitch Than ‘Cloud AI, but Smaller’

Opinion: local models can offer continuity and offline work, but active parameter counts do not equal storage needs or guarantee privacy.

Opinions5 min

An AI That Remembers You Must Let You Change Your Mind

Opinion: encryption can protect stored AI memories, but user control also requires inspection, correction, expiry, deletion and recovery.

Opinions5 min

The Robot Can Do the Task. That Doesn’t Mean It Can Take the Job

Opinion: judge workplace robotics by complete workflow economics and field reliability, not the most impressive task in a demo.

Questions we answer on this beat

See all 21 opinions answers →

Entities on this beat

AI Society9Automation5Robotics5Privacy4Evaluation3Transparency2

Frequently asked questions

How can readers distinguish Crashtech opinion from reporting?

Opinion pieces identify their viewpoint near the opening and make an argument about what should happen. Source-backed observations are distinguished from the author’s interpretation, fictional examples and proposed changes. Readers can follow the evidence and assess the counterargument without being asked to treat the conclusion as a reported fact.

How many Opinions articles has Crashtech published?

7 articles on this beat, the most recent published October 17, 2026 and the earliest October 17, 2026. 21 questions have a dedicated answer page with an authored direct answer.