Fiona Cai

phd @stanford, prev cs @mit

[Sam Finlayson @IAmSamFin]

Labor of love here, more than a year in the making 👇

[Ayush Noori @ayushnoori]

🚨 Introducing the SAIL Therapeutic Actionability AI Challenge! 🚨

Patients with rare genetic diseases (~450M worldwide!) often face decades-long journeys to find therapies. Less than 10% of rare diseases have an FDA approved therapeutic. We believe AI can transform this experience.

We're launching the SAIL Therapeutic Actionability AI Challenge, which asks teams to build AI that turns a genetic diagnosis into a report of actionable treatment options.

@SAILhealth @GoogleAI @NEJM_AI @huggingface 1/4

[Fiona Cai @fionaxcai]

Excited to launch this challenge! 🧬

[Emily Alsentzer @Emily_Alsentzer]

🚨Introducing the SAIL Therapeutic Actionability AI Challenge🚨

~450M people have a rare disease, often facing decades-long journeys to find therapies. <10% of rare diseases have an FDA-approved one.

We think AI can help close this gap.

Submit your model by Jan 5.
Details 👇

[Fiona Cai @fionaxcai]

Amazing work!!!

[Jordan Cahoon @itscahoon]

1/ As LLMs are integrated into our health systems, how can we efficiently evaluate whether evolving systems can reliably retrieve the information clinicians need?

Excited to share our new preprint: A Living Benchmark for Information Retrieval from Electronic Health Records.

[Sasha Ronaghi @SashaRonaghi]

Check out our paper “Training-Free Adaptation of New-Generation LLMs using Legacy Clinical Models” recently presented at @CHILconference

[Harrison G. Zhang @harrison_zhang]

🚀🤖 Introducing the Virtual Biotech: a multi-agent AI research platform for therapeutic discovery & development

This places a virtual CSO and its cross-functional R&D organization of AI scientists at a user’s fingertips.

Preprint: https://t.co/rK3eBpFmab

[keem @babykeem]

how do u fix openclaw internal reasoning leaking

[James Burgess @jmhb0]

Check out PaperSearchQA, which I'll present at EACL in Morocco this March! We built an RL training environment for teaching LLMs to search and reason over scientific papers. 60k question-answer pairs + 16M papers to search over + benchmarks. RL training improves the model.

[Fiona Cai @fionaxcai]

@winstonxcai 🤯

[Fiona Cai @fionaxcai]

@winstonxcai wowie

[Y Combinator @ycombinator]

Simplex (@usesimplex) builds developer-first web agents that companies use to integrate with legacy portals. They're already in production, dispatching freight shipments, downloading customers’ invoices, and fetching websites’ internal APIs.

https://t.co/nH0ZccgXpR

Congrats on the launch, @skarpoor12 & @marcon680!

[Alyssa Unell @AlyssaUnell]

1/🧵Introducing TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records

When we evaluate LLMs for reasoning over longitudinal clinical records, can we leverage synthetic data generation to create scalable benchmarks and improve model performance?

[Alejandro Lozano @Ale9806_]

Biomedical datasets are often confined to specific domains, missing valuable insights from adjacent fields. To bridge this gap, we present BIOMEDICA: an open-source framework to extract and serialize PMC-OA.

📄Paper: https://t.co/zkb2m5yeal
🌐Website: https://t.co/atIKEfOpkv