We joined forces with @Prodrive for a workshop to build a smart embedded visual inspector prototype, combining Axelera AI’s Metis AIPU with Prodrive’s Poseidon platform to detect quality issues from image datasets in real-time. #EdgeAI #SustainableInnovation #AIforGood
COMPUTING
-
TorchTitan MoE Implementation with FSDP and Torch Requirements
By
–
torchtitan has an MoE impl that supports grouped mm and composes with FSDP: https://
github.com/pytorch/torcht
itan/blob/main/torchtitan/models/moe.py
… needs the latest torch version though (2.8) which flash-attn doesnt have a wheel for yet 🙁 -
Distributed Training with torchrun and FSDP Made Simple
By
–
It's pretty easy with torchrun, fsdp, etc.
-
Computer Professionals and Accidental World Destruction Risks
By
–
The most likely way for the world to be destroyed, experts agree, is by accident. That's where we come in; we're computer professionals. We cause accidents. (Nathaniel Borenstein)
-
Cost Comparison of Newest AI Models: Token Pricing Analysis
By
–
Cost comparison of newest AI models. 1 million tokens is the first 5 Harry Potter books + Of Mice and Men. And 5-nano is 40 cents for an output of that length, and 5 cents as input of that length – test-time compute and just-in-time modular context will only get cheaper.
-
AI-Driven Virtual Labs Enable Interdisciplinary Scientific Collaboration
By
–
“Good science happens when we have deep, interdisciplinary collaborations, and often that’s one of the main bottlenecks and challenging parts of research,” said @james_y_zou who led a study on AI-driven virtual labs:
-
Quantum Computing Efficiency: Questioning Mechanics Universe Generation
By
–
if quantum computation is so great, why is quantum mechanics so damn inefficient at generating the particle universe
-
Rust vs Python: Programming Language Choice Dilemma
By
–
I don’t know. I don’t program in Rust, and the Python code is still running.
-
Computer Science Enrollment Surge Expected as AI Hype Settles
By
–
Now is the time to major in computer science, before people realize that AI isn’t going to make it obsolete and enrollment skyrockets again.
-
Linked Data and Connected Systems Transforming Business and Science
By
–
This book had a big impact on my thinking (graph databases, linked data, semantic knowledgebases, contextual metadata, connected IoT, etc.). Linked: How Everything is Connected to Everything Else — What It Means for Business, Science, & Everyday Life = http://
amzn.to/4cBYJIi by