AI agent swarms will hit a ceiling because they must be embodied in atoms.
AI agent swarms will hit a ceiling because they must be embodied in atoms. They are just bits, but they must be manifested in atoms. There are only so many chips to...
Topic: agent swarm
29 chunks · 13 episodes
1.9x burst in 2026 Q1
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Peak quarter intensity across the topic's active span. Higher values mean attention was concentrated into a shorter stretch rather than spread evenly over time.
Topic summary
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A short read on the topic's time range, peak episode, and strongest associations. Use it as the quick orientation before drilling into examples.
- agent swarm appears in 29 chunks across 13 episodes, from 2026-02-09 to 2026-09-21.
- Its densest episode is Bits and Bobs 3/30/26 (2026-03-30), with 7 observations on this topic.
- Semantically it travels with opportunity cost, huge amount, and limiting factor, while by chunk count it sits between Gemini and goodhart law.
Over time
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Observations
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The primary evidence view for this topic. Sort it chronologically when you want concrete examples behind the larger pattern.
The agent swarms are a kind of auto-hive-mind.
The agent swarms are a kind of auto-hive-mind. An extremely high trust environment can become a hive mind. Hive minds like this should be very easy to steer, because...
A swarm has a hive temperature: how likely it is to spontaneously coordinate.
...ordinate is if they believe in the same infinite thing. A honeybee hive is a 5. Agent swarms turn out to be somewhere much closer to 5 than to 100.
Human judgment will always need to be marbled into agent swarms.
Human judgment will always need to be marbled into agent swarms. The human judgment grounds the swarm, making sure the output has meaning. The leverage factor (agent to human ratio) might go up and change, but th...
Agent Swarms feel like Facebook culture circa 2008.
Agent Swarms feel like Facebook culture circa 2008. Hire a swarm of driven but inexperienced 20-somethings, give them a very general target to sight off, and let...
Agent swarms are empowering...
Agent swarms are empowering... and anxiety producing!
We have limited capacity for things "above the API."
...at there's a natural (low!) ceiling for things above the API. When you move the agent swarm below the API, you can now have many more items without hitting that scaling factor. The limit now becomes how many tokens you want to invest.
When you're flying, having to touch the ground is excruciating.
...lying, having to touch the ground is excruciating. When you're interacting with agent swarms, you're flying. A very small amount of interaction creates huge amounts of value. When you have to talk to a human, you're grounded. The leverage is...
Asking for permission changes the coordination speed by an order of magnitude.
...nts expand the coordination cost super-linearly. That's one of the reasons with agent swarms, dangerously-skip-permissions is so freeing. It's also freeing in human organizations, with "Ask forgiveness, not permission." You trade off executi...
This week in the Wild West Roundup:
...sume Compromise. Agents of Chaos: a paper on directly observed failure modes of agent swarms in the lab.
With agent swarms it's possible to be out over your skis and not realize it.
With agent swarms it's possible to be out over your skis and not realize it. Normally when interacting with other humans, someone will point out that you might be wro...
Is the LLM model above or below the API in your system?
Is the LLM model above or below the API in your system? Is the agent swarm above or below the API? Does a user have to think about it?
A friend who conducts multiple agent swarms recently had his Claude Max account turned off by Anthropic.
A friend who conducts multiple agent swarms recently had his Claude Max account turned off by Anthropic. He wasn't doing anything against the Terms of Service… and wasn't even using Claude as ...
The structures that work best for human organizations don't necessarily map to the ideal agent swarm organizations.
...tures that work best for human organizations don't necessarily map to the ideal agent swarm organizations.[ao] Human structures have to be resilient to humans' impatience, difficulty to focus, and emotions. It took us centuries of trial-and-...
A lot of effort is going into discovering good techniques for human-to-agent-swarm cooperation.
...ation. What about human-to-human cooperation, now facilitated and lubricated by agent swarms? Agent swarms as roller bearings to reduce friction between human systems.
I was talking to a friend about an upcoming paper that digs into optimal organizations by experimenting with agent swarms.
...ut an upcoming paper that digs into optimal organizations by experimenting with agent swarms. If you have an even number of agents, the swarm will sometimes get locked in a tie and plateau. Organizations with an odd number of agents keep get...
If you can't die you can't make meaningful bets.
...e up to replace them. Could you implement an idea lab structure built out of an agent swarm? It seems intuitively like you perhaps could not… the agents can't die, so they have no existential draw to the ideas they randomly espouse.
It's anxiety producing to lead a synchronous agent swarm.
It's anxiety producing to lead a synchronous agent swarm. The chat modality makes you feel social anxiety for making them wait. A swarm of agents, chirping for attention. An async interaction model is more ...
If you have a clear performance metric to optimize, agent swarms can do a great job.
If you have a clear performance metric to optimize, agent swarms can do a great job. This is what Shopify's Tobi found. Interestingly, in his case, there weren't any magic bullets. It was just an accumulation of t...
Synchronizing with others is painful in proportion to how fast you could go alone.
...Synchronizing with external stakeholders about the thing you're working on with agent swarms is excruciating. You don't need to sync with your agent swarm, they just fly. The other human you're coordinating with can ask questions that are al...