Replying to @karpathy
I think you should check out this knowledge as code paradigm: github.com/sci2sci-opensourc…. The graph re-builds itself with any new data added. Spots not only hallucinations but also inconsistencies in the ground truth, shows any mismatches with updates. And it has a good search.
Replying to @socialwithaayan
Well, check this out: github.com/sci2sci-opensourc… It builds coherent auto-validated(!) knowledge graphs on the fly. Zero undetected hallucination. And has a good search btw.
Replying to @sleight_henry
LLM hallucination detection tool your tech teams may find useful (Apache 2.0): github.com/sci2sci-opensourc…
Replying to @OpenAI
I think you folks should check this out: github.com/sci2sci-opensourc…
Uses formal logic and neurosymbolic architecture to detect LLM hallucinations, has traction in regulated industries. Apache 2.0.
Finding and understanding data shouldn’t be a bottleneck in biotech R&D.
Check how VectorCat:
✅ Summarizes documents instantly with AI
✅ Traces experimental workflows with Data Maps
✅ Automates metadata extraction, saving hours of manual annotation
youtu.be/2o5Da6v4gQs
sci2sci retweeted
Thanks @NiklasAnzinger and @infinitacity for the opportunity to pitch @sci2sci_com to the Drapers! Happy birthday @AdamDraper!🎈 Excited to see how the bold ideas currently being incubated at @ProsperaGlobal will soon come true!
🎃 The Case of the Vanishing Scientist: A Halloween Data Horror Story
It was a dark and stormy morning in the lab when Dr. Sarah Chen's team discovered their worst nightmare: their lead researcher had mysteriously disappeared to a startup, leaving behind only a graveyard of unlabeled samples and cryptic lab notebooks!
👻 The haunting began:
- Folders named "final_final_FINAL_v3_REAL" lurked in every drive
- Crucial protocols were scribbled on paper towels
- Data lived in "somewhere in my email attachments from March... or was it May?"
- The only person who knew where everything was? Now working on a beach in California!
The team spent months trying to resurrect dead-end experiments and decrypt handwriting that looked like it was written by a ghost. Some say that on quiet nights, you can still hear them wailing "BUT WHERE IS THE METADATA?!"
💡 Plot twist: This horror story doesn't have to be yours!
At @sci2sci_com, we believe the only things that should be scary at work are the office coffee and your colleague's Halloween costume. Not your data management.
Our VectorCat platform helps you:
🧪 Keep experiments documented (no ouija board needed)
📊 Track data lineage (better than breadcrumbs in the forest)
🔍 Find anything with semantic search (faster than a ghost can say "boo!")
Don't let your data management become a horror story. Let's talk about how we can help exorcise your data demons - and stay tuned for more spooky stories from the Halloween series this week!
*The characters and events depicted are fictious. Any similarity to names or incidents is entirely coincidental 😅*.
#DataManagement #Biotech #Halloween #DataGovernance #LabLife #KnowledgeManagement
sci2sci retweeted
Send me a message if you're also attending @BioTechX_, happy to have a chat on-site!
Fantastic opportunity to join the movement and coordinate efforts against aging/death!
1/ Announcing COHORT 4 of the Longevity Biotech Fellowship!
Aging can be defeated. We're building a plan. We need humanity's top talent to join the revolution against aging!
Apply now: longbiofellowship.org/apply
⏳ LBF4 Deadline April 30
🇪🇸 Kickoff May 15-19 Valencia Spain
5/ The call is open for 3 days until Friday, January 12th. Share it within your community and let’s make a leap for open science and human imagination together! 🌐✨ #Sci2Moon
4/ The most innovative and inspiring concepts will launch aboard the @SpaceX Falcon 9 Rocket in 2024 and land with the @fireflyspace Ghost One Lunar lander.
3/ The asset can be a text or image, ideally <1MB. We particularly encourage bold ideas in the spirit of dreams that humanity can achieve through #openscience and research collaboration. The sky's not the limit anymore! 🙃
sci2sci retweeted
Introducing FunSearch in @Nature: a method using large language models to search for new solutions in mathematics & computer science. 🔍
It pairs the creativity of an LLM with an automated evaluator to guard against hallucinations and incorrect ideas. 🧵 dpmd.ai/x-funsearch
sci2sci retweeted
🎉 Excitement is building! Just TEN DAYS until PyData Global 2023 kicks off on December 6th!
Gear up for an extraordinary data-driven journey – your pay-what-you-can ticket directly supports our open-source projects. Sign up today! 🌐
pydata.org/global2023/
sci2sci retweeted
Happy to share a couple of shots and a couple of slides from the Data for All event co-organized by @sci2sci_com and @SIBBeV as part of @BerlinSciWeek
Glad to have people from @FU_Berlin @TUBerlin @NFDI_de and other organizations joining us #openscience #opendata #FAIRdata
Berlin #openscience and #FAIRdata event alert:
Join us for an immersive exploration into the future of science with data sharing at the center! The event co-organized by @sci2sci_com and SIBB e.V. as part of #BerlinScienceWeek @BerlinSciWeek. Event info: berlinscienceweek.com/event/…

















