The Reading Corner

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An external state machine keeps agents on their SOP

An external state machine keeps agents on their SOP

Reminding an agent of its procedure did not keep it on track across a 200-account batch. A finite-state machine (FSM)...
Nov 10, 2026 0
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Tests on typical inputs miss wrong LLM repairs; add one edge case

Tests on typical inputs miss wrong LLM repairs; add one edge case

A code repair that runs cleanly can still return wrong results, and in a preregistered study the inputs of the...
Nov 9, 2026 0
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Agents fail at handoffs: seven checks from new research

Agents fail at handoffs: seven checks from new research

In one production agent's table study, delivering rows over a typed side channel instead of the model's context lifted fully...
Nov 6, 2026 1
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Stochastic SLAM Theory Gets More Realistic: Less Gradient Boundedness

Stochastic SLAM Theory Gets More Realistic: Less Gradient Boundedness

If you’ve tried to implement stochastic optimization for real problems, you’ve probably run into the annoying gap between “math assumptions”...
Oct 30, 2026 2
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Spiking AI That Learns Locally: The Energy Turning Point

Spiking AI That Learns Locally: The Energy Turning Point

AI is hitting a real turning point, and the headline keyword here is neuromorphic AI —especially the spiking, event-driven kind...
Oct 30, 2026 0
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On the Unique “Bulk” Ground State of Quantum Spin Chains

On the Unique “Bulk” Ground State of Quantum Spin Chains

If you’ve ever wondered what a quantum system “really chooses” as its lowest-energy state when you make the system infinitely...
Oct 29, 2026 1
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Critical 2D KPZ: Making Sense of a Singular Stochastic Film

Critical 2D KPZ: Making Sense of a Singular Stochastic Film

Introduction: the 2D KPZ problem that refuses to behave If you’ve heard of the KPZ equation, you probably remember the...
Oct 29, 2026 0
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Token-Sliding Reconfiguration on Trees (Fast Test for `k`-Path Covers)

Token-Sliding Reconfiguration on Trees (Fast Test for `k`-Path Covers)

Imagine you have a tree-shaped network and you’re allowed to “slide” markers along edges—one step at a time—while keeping a...
Oct 28, 2026 0
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Best PromptBase Alternatives in 2026 (Free and Cheaper)

Best PromptBase Alternatives in 2026 (Free and Cheaper)

PromptBase sells AI prompts one at a time, from $2.99 each, or 10 downloads a month with Select at $19...
Oct 28, 2026 0
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