Aman Chadha

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authored 2 papers 1 day ago

SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement

Paper • 2603.06333 • Published 6 days ago • 1

The Reasoning Trap -- Logical Reasoning as a Mechanistic Pathway to Situational Awareness

Paper • 2603.09200 • Published 3 days ago • 5

upvoted 2 papers 2 days ago

The Reasoning Trap -- Logical Reasoning as a Mechanistic Pathway to Situational Awareness

Paper • 2603.09200 • Published 3 days ago • 5

SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement

Paper • 2603.06333 • Published 6 days ago • 1

submitted 2 papers to Daily Papers 2 days ago

The Reasoning Trap -- Logical Reasoning as a Mechanistic Pathway to Situational Awareness

Paper • 2603.09200 • Published 3 days ago • 5

SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement

Paper • 2603.06333 • Published 6 days ago • 1

authored a paper 3 days ago

Rudder: Steering Prefetching in Distributed GNN Training using LLM Agents

Paper • 2602.23556 • Published 14 days ago

authored 4 papers 4 days ago

Simulating Meaning, Nevermore! Introducing ICR: A Semiotic-Hermeneutic Metric for Evaluating Meaning in LLM Text Summaries

Paper • 2603.04413 • Published Feb 3

When Shallow Wins: Silent Failures and the Depth-Accuracy Paradox in Latent Reasoning

Paper • 2603.03475 • Published 9 days ago

I Can't Believe It's Not Robust: Catastrophic Collapse of Safety Classifiers under Embedding Drift

Paper • 2603.01297 • Published 11 days ago

Dial E for Ethical Enforcement: institutional VETO power as a governance primitive

Paper • 2603.00617 • Published 12 days ago

authored 3 papers 23 days ago

Soft Clustering Anchors for Self-Supervised Speech Representation Learning in Joint Embedding Prediction Architectures

Paper • 2602.09040 • Published Jan 30

Assessing LLM Reliability on Temporally Recent Open-Domain Questions

Paper • 2602.11165 • Published Jan 17

Neural FOXP2 -- Language Specific Neuron Steering for Targeted Language Improvement in LLMs

Paper • 2602.00945 • Published Feb 1

authored 3 papers about 2 months ago

Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition

Paper • 2601.07239 • Published Jan 12 • 3

ECLIPTICA -- A Framework for Switchable LLM Alignment via CITA - Contrastive Instruction-Tuned Alignment

Paper • 2601.06157 • Published Jan 6

SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers

Paper • 2601.06238 • Published Jan 8 • 1

submitted 2 papers to Daily Papers about 2 months ago

Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition

Paper • 2601.07239 • Published Jan 12 • 3

SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers

Paper • 2601.06238 • Published Jan 8 • 1

authored a paper 2 months ago

Catch Me If You Can: How Smaller Reasoning Models Pretend to Reason with Mathematical Fidelity

Paper • 2512.00552 • Published Nov 29, 2025