Model Evaluation

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Built and launched a research-reading and highlighting tool with Claude over a few months. Here are the things AI was surprisingly good (and bad) at.

 🤖AI
highlyt.app··r/ClaudeAI

Welcome to Machine Learning With Manya: The Ultimate Adventure Map!

 🤖AI  Content type: Blog
medium.com·

A Controlled Study of Decoding-Time Truthfulness Methods on Instruction-Tuned LLMs

 ✍️Prompt Engineering  Content type: Academic
arxiv.org·

Hybrid vision transformer and ensemble machine learning framework for automated atherosclerotic plaque classification in intravascular ultrasound imaging

 🤖AI  Content type: Academic
nature.com·

Applying the CIPHER Framework to AI Data and Annotation Pipelines in Healthcare

 ⚖️AI Governance  Content type: Blog
medium.com·

Expert-Guided Supervised Annotation of Erythroid Differentiation in Single-Cell RNA-seq

 🎛️Fine-Tuning  Content type: Academic
biorxiv.org·

Why Shrinking an AI Model Often Makes It More Useful

 🤖AI
siliconopera.com·

DeMix: Debugging Training Data with Mixed Data Error Types by Investigating Influence Vectors

 🎛️Fine-Tuning  Content type: Academic
arxiv.org·

🧾 Weekly Wrap Sheet (06/05/2026): Prospectuses & Platforms

 🔬Hallucination Detection  Content type: News  Content type: Blog

Generalizable self-supervised learning for imaging flow cytometry on multi-dataset leukocyte differential

 🤖AI  Content type: Academic
nature.com·

On the Study of Biometric Spoofing Detection using Deep Learning

 🔬Hallucination Detection  Content type: Academic
arxiv.org·

When is Your LLM Steerable?

 🛡LLM safety  Content type: Academic
arxiv.org·

A Reproducible and Extensible Benchmark of Supervised Cell Type Annotation Tools for Cytometry Data

 🎛️Fine-Tuning  Content type: Academic
biorxiv.org·

When Metrics Disagree: A Meta-Analysis of Knowledge-Graph-Completion Model Benchmarking

 🧬Embeddings  Content type: Academic
arxiv.org·

When Does Delegation Beat Majority? A Delegation-Based Aggregator for Multi-Sample LLM Inference

 ✍️Prompt Engineering  Content type: Academic
arxiv.org·

Multilingual Refusal Alignment for Safer Large Language Models

 🎯AI Alignment  Content type: Academic
arxiv.org·

Balancing Real and Synthetic Data for CNN-based Masonry Crack Detection

 🔬Hallucination Detection  Content type: Academic
arxiv.org·

LSTM based IoT Device Identification

 💭Context Management  Content type: Academic
arxiv.org·

Cross Paraphrastic Invariance Learning for Hallucination Detection

 🔬Hallucination Detection  Content type: Academic
arxiv.org·

Motion Reinforces Appearance: RGB-Skeleton Gated Residual Fusion for Micro-Gesture Online Recognition

 🔬Hallucination Detection  Content type: Academic
arxiv.org·

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