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Add new publication and update for December 2025
Added a new publication and update related to asynchronous resilience.
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@@ -120,6 +120,10 @@ <h3>Sheaft — Simulation-based chaos engineering & causal analysis</h3>
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<div class="container">
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<h2 class="section-title">Publications</h2>
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<ul>
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<li>
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<a href="https://www.alphaxiv.org/abs/2512.12314" target="_blank" rel="noopener noreferrer">Evaluating Asynchronous Semantics in Trace-Discovered Resilience Models: A Case Study on the OpenTelemetry Demo</a>
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<p>Extends the experimental validation of the model discovery concept to a new system (the OpenTelemetry Demo) and a new grain of complexity (asynchronous semantics), comparing the trace-derived model against live chaos experiments.</p>
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</li>
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<li>
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<a href="https://www.alphaxiv.org/abs/2509.07149" target="_blank" rel="noopener noreferrer">Measuring Uncertainty in Transformer Circuits with Effective Information Consistency</a>
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<p>This paper introduces the Effective-Information Consistency Score to quantify uncertainty in Transformer Circuits. This white-box, single-pass metric helps attribute uncertainty to specific mechanisms within LLMs.</p>
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<div class="container">
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<h2 class="section-title">Updates</h2>
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<article class="update-card">
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<span class="update-date">December 2025</span>
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<h3 class="update-title">Async resilience preprint</h3>
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<p class="update-text">Extended our experimental validation of the model discovery concept to the OpenTelemetry Demo, incorporating asynchronous semantics as an additional complexity grain.</p>
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</article>
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<article class="update-card">
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<span class="update-date">December 2025</span>
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<h3 class="update-title">ICSE 2026 NIER acceptance</h3>

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