About this Concept
Agents
AI systems that can plan, use tools, and carry out multi-step tasks.
Trend this week
of conversation
12 of 12 weeks tracked had mentions across multiple podcasts.
9quoted moments6episodes6podcasts discussing this topic
A closer read
- What changed
- Its share fell from 14.6% to 12.4%, with evidence across 13 podcasts.
- Where it showed up
- It appeared in episodes including “AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Vi...” and “When AI Research Starts Moving Faster Than Human Research - Zhengyao Jiang”.
- How to read it
- 6 cited episodes from 6 podcasts are shown below. The topic appeared across 13 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.
The Cognitive Revolution
AI:AM: What If It Works Too Well? Colluding Agents, $200M Safety Orgs, Virtual Cells Saturate at 2%
“Companies, right? Corporations, uh which are kind of like agentic in a sense, um often um collude through price mechanisms, not explicit communication, but by signaling price in the market, which is in its own way a form of communication. So how does one uh, um prevent that ki...”
ConceptAgents
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Machine Learning Street Talk
When AI Research Starts Moving Faster Than Human Research - Zhengyao Jiang
“For example, in Aiden, where we send the agent to attend OpenAI's uh hiring challenge, We found that human is still much better at generating creative primitives.”
ConceptAgents
Report this moment“The inner loop agent will only look at the public set, whereas uh the outer loop will look at uh the aggregated score from the private set. So those 2 agents are optimizing at kind of different level of objective.”
ConceptAgents
Report this moment“Isn't it a bit like it's cheating that the outer agent has access to the private data?”
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Latent Space
OpenRouter: from Seed to Stripe — with OpenRouter’s Alex Atallah & AMP’s Anjney Midha
“This is a multi-agent swarm, as they would call it at one of the frontier labs uh in the early days.”
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The AI Daily Brief
AI Agents Are Moving Into the Real World
“The latent demand for agents that remove this friction for consumers is immense.”
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No Priors
Re-Founding Incumbents for the AI Era with Sequence Holdings Co-Founder and CEO Michael Lee
“helps improve um the speed to which we can deploy, improves agent performance, it improves our build rates”
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Practical AI
From AGENTS.md to Enterprise Deployment
“Could you talk a little bit about what that looks like? Kind of paint a picture so that somebody can really get that in their head, uh me first of all, uh about what that multi-agent world looks like when you were doing all these right things that you need to do in the enterpr...”
ConceptAgents
Report this moment“When you spin that agent up, does each instance of that, each session have a unique identity? What is the, what's unique about that session and the data that, that is generated by that session versus maybe the things that are always static? Like, I'm not sure if the agent's .m...”
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