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Maximiliano Rodrigo Speranza

Observed name: Speranza, Maximiliano Rodrigo
Observed institution: National Technological University
ORCID: 0009-0005-0413-8554
Observed ORCID: 0009-0005-0413-8554
OpenAlex ID: A5133969114
The Query Cannot See the Question: A Short Convolution's Reach Decides Which Part of a Query Conditions Retrieval, and What Falls Outside Becomes a Confident Wrong Answer
2026 · Maximiliano Rodrigo Speranza · Research Square · 1
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Similarity Finds the Fact, Not the Version: A Co-Trained Order Stamp in the Key Resolves Version Conflict in Persistent Model-Internal Memory
2026 · Maximiliano Rodrigo Speranza · Research Square · 1
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Where Abstention Lives: A Pre-Registered Four-Way Comparison of Abstention Interfaces in a Small Language Model with Versioned Memory
2026 · Maximiliano Rodrigo Speranza · Research Square · 1
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Geometric Indexing Does Not Improve Versioned Memory Retrieval: Three Pre-Registered Negative Results and a Silent Total-Failure Mode
2026 · Maximiliano Rodrigo Speranza · Research Square · 1
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«Ligamento» — A pre-registered, frozen experimental protocol (v1.0) for specialization vs. sharing in small-scale transformers
2026 · Speranza, Maximiliano Rodrigo · Zenodo (CERN European Organization for Nuclear Research) · 1
Facts Without Owners. Consolidating a Conversation into a Language Model's Weights Stores What Was Said, Not Who Said It
2026 · Maximiliano Rodrigo Speranza · Research Square
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A Model That Does Not Forget. A Logbook That Corrects and a Sleep That Consolidates, on a Frozen Language Model
2026 · Maximiliano Rodrigo Speranza · Research Square
A Model That Does Not Forget. A Logbook That Corrects and a Sleep That Consolidates, on a Frozen Language Model
2026 · Maximiliano Rodrigo Speranza · Research Square
PDF
stoppower: size your early-stopping window by statistical power
2026 · Speranza, Maximiliano Rodrigo · Zenodo (CERN European Organization for Nuclear Research)
Stopping Criteria Below the Signal-to-Noise Floor: Window Length, Not Tolerance, Governs Convergence Detection in Architecture Comparisons
2026 · Speranza, Maximiliano Rodrigo · Zenodo (CERN European Organization for Nuclear Research)
Source code and dataset for: The surprise stream warns before fast-weight memory collapses - and its autocorrelation does not
2026 · Speranza, Maximiliano Rodrigo · Zenodo (CERN European Organization for Nuclear Research)
SperanzaMax/Cortex-Nexus: Cortex-Nexus V4 - Cross-Domain Affective Injection: Code + Philosophy
2026 · Speranza, Maximiliano Rodrigo · Zenodo (CERN European Organization for Nuclear Research)
Cortex-Nexus V4: Affective State Injection as a Universal Cognitive Modulator in Large Language Models
2026 · Speranza, Maximiliano Rodrigo · Zenodo (CERN European Organization for Nuclear Research)
Cortex-Nexus: Domain-Specific Emotional Prompt Engineering for Large Language Models
2026 · Speranza, Maximiliano Rodrigo · Zenodo (CERN European Organization for Nuclear Research)
Works count: 14
Citation count: 5
H-index: 1
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