About this Concept
Safety & governance
Ways to reduce harm, set limits, test behavior, and govern how AI is used.
Trend this week
2 of 2 weeks tracked had mentions across multiple podcasts.
A closer read
- What changed
- Its share fell from 16.5% to 2.6%, with evidence across 6 podcasts.
- Where it showed up
- It appeared in episodes including “Big Pharma Fails 50% of the Time in Phase Three. AI Can Fix That | Vin Si...” and “The Big Ways AI Just Changed”.
- How to read it
- 6 cited episodes from 3 podcasts are shown below. The topic appeared across 6 podcasts in the full analysis.
Podcast moments from the week
Moments are grouped by episode so repeated excerpts from one conversation do not look like separate sources.
Eye on AI
Big Pharma Fails 50% of the Time in Phase Three. AI Can Fix That | Vin Singh, BullFrog AI
“First of all, you have to trust what the AI is telling you. And that's where explainability is important. And our platform's always been explainable from the very beginning. It's not a black box.”
ConceptSafety & governance
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The AI Daily Brief
The Big Ways AI Just Changed
“This is a project that I had had kicking around for weeks at that point. And because Fable 5 came around, I just decided to get it done and done it got in one fell swoop. And thank goodness, because as we know now, Fable 5 wouldn't be around all that long. And in those first c...”
ConceptSafety & governance
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The AI Daily Brief
AI Companies Are Hiring More
“Michael claimed the software will tell Anthropic whether a user is in China or even if a user is associated with a Chinese lab. This information was extrapolated from timezone settings and other metadata. Now, we knew Anthropic was doing something to monitor the activities of ...”
ConceptSafety & governance
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Eye on AI
AI Agents Are Failing and It's Almost Never the Model's Fault | Alberto Pan, Denodo
“On these foundations of trustworthy AI, we talked about live data, the right data, and then guardrails. Can you talk about the guardrails that are necessary, why they're necessary?”
ConceptSafety & governance
Report this moment“ensuring that the prompts are safe, protecting yourself against prompt injection, forbidding the agents the access to, I don't know, to certain tools”
ConceptSafety & governance
Report this moment“The challenge of enforcing these guardrails and governance across distributed environments, how do you handle that? And how does agentic AI make that even harder?”
ConceptSafety & governance
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The Artificial Intelligence Show
#223: AI Answers - AI Washing, Flatter Org Charts, Advice for Students, Agent Security & the AI Writing Gap
“you not only put the policies in place, but you explain them to where everyone else buys in”
ConceptSafety & governance
Report this moment“you got to move with caution and you have to have the right people in the room”
ConceptSafety & governance
Report this moment“there is a 5-step process that we have to go through to verify, are we or are we not going to allow allow this connection to occur”
ConceptSafety & governance
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The AI Daily Brief
Fable is Back: Here's What You Should Try First
“My gratitude to companies across industries who continue to work closely with the White House to implement the president's executive order promoting advanced AI innovation and security. This includes excellent work around advanced model access and guardrail testing and securit...”
ConceptSafety & governance
Report this moment“Including Claude, Haiku 4.5, Sonnet 4.6, Opus 4.6, Opus 4.7, Opus 4.8, GPT-5.4, GPT-5.5, and Kimi K 2.7. Importantly, they continued, the reported technique did not expose any unique Mythos-level cyber capabilities. The behavior reflected a borderline case for Fable 5's safegu...”
ConceptSafety & governance
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