{"slug": "we-gave-ai-a-trust-we-never-gave-people-the-third-axis-after-capability-and", "title": "We gave AI a trust we never gave people - The third axis, after capability and permission", "summary": "A vendor study by ClawSecure found that a single hardened indirect prompt injection defeated all fourteen models tested from five labs, with none defending cleanly, according to the report released last week. The piece frames this as evidence that AI agents are granted a third axis of trust — grounds for their actions — that humans are never given, and argues that without a record of what was and was not checked, evaluators can only score outcomes, letting an agent that acts for the wrong reasons pass a benchmark.", "body_md": "There’s an eval angle to this too. The third axis is also the axis that makes agents evaluable at all. Without a record of grounds, all you can score is outcomes. An agent that sends the right email for the wrong reasons passes your benchmark.\n\nThe ClawSecure report from last week reads like a case study for this. One hardened indirect prompt injection against fourteen models from five labs, and none defended cleanly. Caveat that it’s a vendor study, they sell agent security. But the failure mode fits your framework exactly. The model manufactured its own grounds out of untrusted context.\n\nOne question for the reference implementation: when you stamp the record, do you also stamp what was *not* checked? The unknowns carry most of the weight. If the record only lists confirmed grounds, an evaluator can’t tell a clean run apart from one where the agent just never looked.", "url": "https://wpnews.pro/news/we-gave-ai-a-trust-we-never-gave-people-the-third-axis-after-capability-and", "canonical_source": "https://discuss.huggingface.co/t/we-gave-ai-a-trust-we-never-gave-people-the-third-axis-after-capability-and-permission/183807#post_6", "published_at": "2026-10-07 15:10:34+00:00", "updated_at": "2026-10-07 15:17:51.585681+00:00", "lang": "en", "topics": ["ai-safety", "ai-agents", "artificial-intelligence"], "entities": ["ClawSecure"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/we-gave-ai-a-trust-we-never-gave-people-the-third-axis-after-capability-and", "markdown": "https://wpnews.pro/news/we-gave-ai-a-trust-we-never-gave-people-the-third-axis-after-capability-and.md", "text": "https://wpnews.pro/news/we-gave-ai-a-trust-we-never-gave-people-the-third-axis-after-capability-and.txt", "jsonld": "https://wpnews.pro/news/we-gave-ai-a-trust-we-never-gave-people-the-third-axis-after-capability-and.jsonld"}}