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published an article about 2 months ago

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Part 6: Evaluating Agentic AI: Generalizability, Robustness, and the Benchmark Overfitting Problem

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Mar 12

published an article about 2 months ago

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Part 5: Safety, Alignment, and Guardrails in Autonomous AI Agents

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Mar 12

published an article about 2 months ago

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Part 4: Security Evaluation of Agentic AI Systems

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Mar 12

authored 4 papers about 2 months ago

BeyondBench: Benchmark-Free Evaluation of Reasoning in Language Models

Paper • 2509.24210 • Published Sep 29, 2025

JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation

Paper • 2511.15958 • Published Nov 20, 2025 • 1

SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning

Paper • 2512.03244 • Published Dec 2, 2025 • 17

OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning

Paper • 2510.18032 • Published Oct 20, 2025

published an article about 2 months ago

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Part 3: Observability and Interpretability in Agentic AI

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Mar 10

published an article about 2 months ago

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Part 2: Evaluating Novelty and Scientific Discovery in AI Agents

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Mar 10

published an article about 2 months ago

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Part 1: From Static Models to Autonomous Agents — The Evolving Landscape of AI Evaluation

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Mar 10

upvoted a paper 5 months ago

SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning

Paper • 2512.03244 • Published Dec 2, 2025 • 17

published an article about 1 year ago

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Shrinking Giants: The Quantization Mathematics Making LLMs Accessible

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May 3, 2025

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published an article about 1 year ago

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Breaking Language into Tokens: How Transformers Process Information?

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May 3, 2025

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2

published an article about 1 year ago

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Cross-Entropy Loss: Simple Explanations, Maths Explained

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May 3, 2025

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4

published an article about 1 year ago

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Reinforcement Learning for Large Language Models: Beyond the Agent Paradigm

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Mar 19, 2025

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published an article over 1 year ago

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Activation Steering: A New Frontier in AI Control—But Does It Scale?

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Feb 2, 2025

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published an article over 1 year ago

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Is Attention Interpretable in Transformer-Based Large Language Models? Let’s Unpack the Hype

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Jan 28, 2025

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