Maybe it’s time for me to learn Greek, btw do you also speak Spanish?
Maybe it’s time for me to learn Greek, btw do you also speak Spanish?
He used Principal Component Analysis (PCA) to compress 1536-dimensional word embeddings into a 3D viz, tracking how the AI builds responses word by word.
The project shows two linked visualizations:
↳ A 3D cube showing bifurcating paths
↳ A tree diagram revealing word probabilities.
He used Principal Component Analysis (PCA) to compress 1536-dimensional word embeddings into a 3D viz, tracking how the AI builds responses word by word.
The project shows two linked visualizations:
↳ A 3D cube showing bifurcating paths
↳ A tree diagram revealing word probabilities.
Data scientist Santiago Ortiz mapped ChatGPT's thinking by running the prompt "𝘐𝘯𝘵𝘦𝘭𝘭𝘪𝘨𝘦𝘯𝘤𝘦 𝘪𝘴" hundreds of times with a high temperature setting of 1.6 for varied responses.
Link to the project: moebio.com/mind
Data scientist Santiago Ortiz mapped ChatGPT's thinking by running the prompt "𝘐𝘯𝘵𝘦𝘭𝘭𝘪𝘨𝘦𝘯𝘤𝘦 𝘪𝘴" hundreds of times with a high temperature setting of 1.6 for varied responses.
Link to the project: moebio.com/mind
Already hit the “Like” in the feed btw
Already hit the “Like” in the feed btw
All course materials are executable: slides are Jupyter notebooks with generated figures. Readers can tweak parameters and regenerate them.
Course Website & Materials: kuleshov-group.github.io/aml-website/
Lecture Notes: kuleshov-group.github.io/aml-book/int...
All course materials are executable: slides are Jupyter notebooks with generated figures. Readers can tweak parameters and regenerate them.
Course Website & Materials: kuleshov-group.github.io/aml-website/
Lecture Notes: kuleshov-group.github.io/aml-book/int...
The researchers, collaborating with Facebook AI, initially set out to explore weaknesses in machine learning models. The outcome is a vibrant pattern on clothing that AI cameras fail to detect, essentially making the wearer invisible to machines.
The researchers, collaborating with Facebook AI, initially set out to explore weaknesses in machine learning models. The outcome is a vibrant pattern on clothing that AI cameras fail to detect, essentially making the wearer invisible to machines.
✔ Day 1 - Foundational Models & Prompt Engineering
✔ Day 2 - Embeddings and Vector Stores/Databases
✔ Day 3 - Generative AI Agents
✔ Day 4 - Domain-Specific LLMs
✔ Day 5 - MLOps for Generative AI
Here's the link: www.kaggle.com/learn-guide/...
✔ Day 1 - Foundational Models & Prompt Engineering
✔ Day 2 - Embeddings and Vector Stores/Databases
✔ Day 3 - Generative AI Agents
✔ Day 4 - Domain-Specific LLMs
✔ Day 5 - MLOps for Generative AI
Here's the link: www.kaggle.com/learn-guide/...
9. Transformers United - www.youtube.com/watch?v=P127...
👉 Get free resources, curated articles, and expert tips on Data and AI: topaisjobs.substack.com
9. Transformers United - www.youtube.com/watch?v=P127...
👉 Get free resources, curated articles, and expert tips on Data and AI: topaisjobs.substack.com
5. Reinforcement Learning - www.youtube.com/watch?v=WsvF...
6. Deep Generative Models - www.youtube.com/watch?v=XZ0P...
7. Building Large Language Models (LLMs) - www.youtube.com/watch?v=9vM4...
8. Machine Learning with Graphs - www.youtube.com/watch?v=JAB_...
5. Reinforcement Learning - www.youtube.com/watch?v=WsvF...
6. Deep Generative Models - www.youtube.com/watch?v=XZ0P...
7. Building Large Language Models (LLMs) - www.youtube.com/watch?v=9vM4...
8. Machine Learning with Graphs - www.youtube.com/watch?v=JAB_...
1. Probability for Computer Scientists - www.youtube.com/watch?v=2MuD...
2. Machine Learning Full Course taught by Andrew Ng - www.youtube.com/watch?v=jGwO...
3. NLP with Deep Learning - www.youtube.com/watch?v=rmVR...
4. Machine Learning Explainability - www.youtube.com/watch?v=_DYQ...
1. Probability for Computer Scientists - www.youtube.com/watch?v=2MuD...
2. Machine Learning Full Course taught by Andrew Ng - www.youtube.com/watch?v=jGwO...
3. NLP with Deep Learning - www.youtube.com/watch?v=rmVR...
4. Machine Learning Explainability - www.youtube.com/watch?v=_DYQ...