Justin Grace
jusjosgra.bsky.social
Justin Grace
@jusjosgra.bsky.social
Here for BioML, antibody & protein engineering ML, LLMs / transformers / sequence models, Bayesian optimisation
Reposted by Justin Grace
Whoa! When a large language of life model generates a protein equivalent to ~500 million years of evolution.
@science.org
science.org/doi/10.1126/...
Simulating 500 million years of evolution with a language model
More than three billion years of evolution have produced an image of biology encoded into the space of natural proteins. Here we show that language models trained at scale on evolutionary data can gen...
science.org
January 16, 2025 at 7:01 PM
Reposted by Justin Grace
Close up view of Jupiter CREDIT: NASA
January 10, 2025 at 3:22 PM
Reposted by Justin Grace
NEW: 2024 has just been confirmed as the warmest year on record, and the first to breach the 1.5C threshold.

We used a ridgeline (Joy Division inspired) chart to visualise daily temperature anomalies since 1940.

2024 clearly stands out with 100% of its days above 1.3C and 75% above 1.5C.
January 10, 2025 at 8:04 AM
Reposted by Justin Grace
🧵 Today with @polymathicai.bsky.social and others we're releasing two massive datasets that span dozens of fields - from bacterial growth to supernova!

We want this to enable multi-disciplinary foundation model research.
December 2, 2024 at 7:46 PM