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Procedural Graphs: Self-Evolving Execution Structures for LLM Agents

BACKGROUND
1 SIGNALFIRST DETECTED 9 September 2026
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How the story developed
9 Sept
Other feeds and industry voices
20 May
PopuLoRA: Co-Evolving LLM Populations for Reasoning Self- Play

<a href="https://news.ycombinator.com/item?id=48214188">Comments</a>

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18 Oct
Hybrid Reasoning Agents: LLM agents that think in latent space, act through text

<a href="https://news.ycombinator.com/item?id=50145337">Comments</a>

REPORT · WHAT · Hacker News Best (RSS)OPEN STORY
2 Oct
10,000 Agents, a Millennium Prize, and Models That Learn to Lie: Noam Brown's Most Alarming Insights

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25 Apr
AI agents that argue with each other to improve decisions

<a href="https://news.ycombinator.com/item?id=47903471">Comments</a>

REPORT · WHAT · Hacker News Best (RSS)OPEN STORY
5 May
What if memory could reject an agent’s action instead of just informing it?

<!-- SC_OFF --><div class="md"><p>I’ve been experimenting with a different way of handling agents and I’m trying to sanity check if this makes sense.</p> <p>Right now most setups

OPINION · WHAT · LocalLLaMAOPEN STORY
21 Aug
Seed: Minimal, self-modifying agent harness

<a href="https://news.ycombinator.com/item?id=49384113">Comments</a>

REPORT · WHAT · Hacker News Best (RSS)OPEN STORY
14 Oct
What agents mean for Rust (and vice versa)

<a href="https://news.ycombinator.com/item?id=50084416">Comments</a>

REPORT · WHAT · Hacker News Best (RSS)OPEN STORY
24 May
Constraint Decay: The Fragility of LLM Agents in Back End Code Generation

<a href="https://news.ycombinator.com/item?id=48256912">Comments</a>

REPORT · WHAT · Hacker News Best (RSS)OPEN STORY
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