San Diego Supercomputer Center (UCSD/SDSC) Research Data Services / Data Initiatives Group
Iowa
Joined April 2008
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fils retweeted
Did you miss SEMANTiCS 2026? Not a problem, here you can find Prof. Deborah McGuinness' keynote exploring the evolution from traditional AI to GenAI, highlighting why semantics, ontologies, and knowledge graphs remain vital in the era of LLMs.
youtu.be/iwIhPqpMgdo?si=RkUh…
fils retweeted
Welcome to our Monday Meditations! 🌞
Today @badlogicgames and @mitsuhiko are talking why we built Pi Durable, a harness build around a small task-based workflow engine so long-running, multiplayer agents can suspend and resume anywhere. Also: why not Temporal or Effect.ts.
Have to confess, love seeing NSF pushing a SPARQL endpoint! Check out the "query" tab at okn.us/
If you are new to SPARQL, check out the interactive tutorial at semantechs.co.uk/#courses
nsf.gov/tip/updates/nsf-laun…
First Public Working Draft: SHACL 1.2 Inference Rules
Good stuff!
github.com/w3c/data-shapes/
and
w3.org/news/2026/first-publi…
fils retweeted
NSF launched the Open Knowledge Network at okn.us, an open-data infrastructure linking 43 knowledge graphs & tens of billions of connected facts on health, environment, justice, manufacturing & national security. It's live and open to all. ai.umbc.edu/news/post/163370…
fils retweeted
DSPy 3.4.0 out, with:
(1) native support for Jev and System One models - in the timeless DSPy syntax.
(2) a brand new optimizer, ReAnchor, specifically for calibrating outputs with confidence.
(3) lightning-fast import speeds for the LLM abstraction, via sibling library LM15)
Last week I had the good fortune to be back at Argonne for the NIAID-BRCs Codeathon v2.0, tag line: Accelerating FAIR data and tools for infectious disease research. niaid-brc-codeathons.github.…
As in most cases it was the people you meet and connections you make that were the most rewarding. Not to take away from the fun of the project I was on, I learned a lot, and the enjoyment of seeing what others were doing in their projects.
Argonne is a great host too!
Looking forward to playing some more with Jev. And, also revisiting Gliner. ;) If nothing else, Jev has brought some attention back to an important approach.
Oh and of course, DSPy and GEPA need to be in the mix.
Seeing this topic being all the rage now is nice at least.
github.com/fastino-ai/GLiNER…
Had the pleasure to meet the people behind this app in the past. Love seeing this being updated.
flyovercountry.app/
Can't wait to try out the new release on my next flight! Will definitely be requesting a window seat.
fils retweeted
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI?
I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev
• 20-200x faster
• 40-400x cheaper (w/ output tokens free)
• Frontier composable intelligence optimized for decisions
AFAICT the shortest path to AI-based economic revolution
fils retweeted
still pre-realese, but damn i am getting excited!
lm15 is meant to be a replacement for native provider specific sdks, the one dependencies to AI frameworks and harnesses. LM15 is not about nice ergonomics it is about being easy / nice to build an AI framework done, I have put into it everything that would have made dspy lm so much easier to make (e.i. not needed). i expect to be ready for release in about 2 weeks.
if you know what you are doing:
> pip install lm15==1.0.0rc1
it also pretty much 1.0.0 rc in rust and typescript but i want to check their interfaces a bit more and the DOCS, i want good docs!
So this report by MIT on AI in education is of interest to me with a kid in college for his freshman year.
I am also interested to read this and see how some of this applies to AI in coding and other information technology spaces.
aiandeducation.mit.edu/repor…
Been having more fun with OxO ebi.ac.uk/spot/oxo/docs just putting in terms and seeing what has more and fewer mappings than I expected.
OxO is a service for finding mappings between entities based on the Simple Standard for Sharing Ontological Mappings (SSSOM) .
ebi.ac.uk/spot/oxo/search/SY…
So many great authors and a very timely and useful topic. Looking forward to reading this!
Advancing Cross-Organizational Interoperability Through Data Stewardship — Machine-Interpretable Crosswalks From Earth Science Organizational Metadata Profiles to Schema.org
zenodo.org/records/18981936
I don't know why, but this is just cool to me. I like the idea of smaller more topic focused models for science domains.
newsroom.ibm.com/2026-09-10-…
