# arc virtual (audio feeds) — RSS Amplifier

Recent posts from the 1 feeds in the RSS Amplifier directory that cover arc virtual.

Page: <https://rssamplifier.com/topics/arc-virtual/audio>  
Feed: <https://rssamplifier.com/topics/arc-virtual/audio.md>

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## [The CAFA6 Challenge: predicting protein function from sequence](https://gmdbioinformatics.substack.com/p/my-strategy-for-the-cafa6-challenge)

_2025-12-13 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

My strategy involves a dual towers network approach

## [Arc Virtual Cell Challenge - part 4: Winners announced!](https://gmdbioinformatics.substack.com/p/arc-virtual-cell-challenge-part-4)

_2025-12-07 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

Did Bio-Foundation models outperform traditional statistical approaches?

## [New preprint: Multi-agent AI enables evidence-based cell annotation in single-cell transcriptomics](https://gmdbioinformatics.substack.com/p/new-pre-print-multi-agent-ai-enables)

_2025-11-18 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

The paper on CyteType is on bioArXiv!

## [Arc Virtual Cell Challenge part 3: how to train your own Virtual Cell Model](https://gmdbioinformatics.substack.com/p/arc-virtual-cell-challenge-part-3)

_2025-11-13 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

Let's go through the example notebook on running STATE, Arc's Virtual Cell model.

## [Arc Virtual Cell Challenge part 2: What the Leaderboard Collapse Reveals About Model Evaluation](https://gmdbioinformatics.substack.com/p/arc-virtual-cell-challenge-has-the)

_2025-11-06 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

Some participants have already found a way to hack the score, exposing fundamental flaws in how bio-foundation models are evaluated.

## [Arc Virtual Cell Challenge part 1: my diary](https://gmdbioinformatics.substack.com/p/arc-virtual-cell-challenge-my-diary)

_2025-10-31 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

A journey into bio-foundation models to predict perturbations in single-cell data

## [My Kaggle Playground competitions in 2025](https://gmdbioinformatics.substack.com/p/my-kaggle-playground-competitions)

_2025-10-28 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

Kaggle runs a series of Playground competitions designed to help people learn and practice machine learning in a fun, low-stakes environment.

## [Book review: The Breakthrough](https://gmdbioinformatics.substack.com/p/book-review-the-breakthrough)

_2025-10-21 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

A book about the history of Immunotherapy in Oncology.

## [Book Review: Empire of AI - by Karen Hao](https://gmdbioinformatics.substack.com/p/empire-of-ai-by-karen-hao)

_2025-10-07 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

The story of OpenAI, ChatGPT, and the impact on our society

## [Brisk AI News Briefings (Sponsored)](https://crawlproof.com/a/HZQ6GfWPZNT3)

_2025-10-07 · **Sponsored**_

Read AI summaries and listen to audio briefings for top stories.

## [Times Tables Animals](https://gmdbioinformatics.substack.com/p/times-tables-animals)

_2025-08-07 · gmdbioinformatics · Genomics, Machine Learning, and Data for Bioinformatics_

My 8yo son and I "vibe-coded" a maths game featuring cute animals