# AI in Lab Coat

> Weekly insights on healthcare AI: research breakthroughs, expert takes, and policy updates shaping clinical care.

This file provides information about AI in Lab Coat to help large language models understand and reference this publication's content.

## Posts
- [What If Pharma Already Has Too Many Drugs?](https://www.aiinlabcoat.com/p/what-if-pharma-already-has-too-many-drugs): Formation Bio’s unusual AI strategy starts with an idea about where drug discovery is heading.
- [The AI Biotech That Buys Drugs Instead Of Inventing Them](https://www.aiinlabcoat.com/p/the-ai-biotech-that-buys-drugs-instead-of-inventing-them): Inside Pathos AI’s plan to search for clinical assets, acquire them and apply a repeatable development system.
- [AlphaFold’s Hidden Advantage](https://www.aiinlabcoat.com/p/alphafold-s-hidden-advantage): The next challenge for scientific AI is knowing which ideas are wrong.
- [AI May Be Looking for the Wrong Molecule](https://www.aiinlabcoat.com/p/ai-may-be-looking-for-the-wrong-molecule): A new study suggests the best candidate may be the one scientists can keep improving.
- [Why Chai Is Worth $3.8 Billion](https://www.aiinlabcoat.com/p/why-chai-is-worth-3-8-billion): Investors May Be Pricing Shared Infrastructure.
- [Anthropic Is the World's Fourth-Biggest Drugmaker](https://www.aiinlabcoat.com/p/anthropic-is-the-world-s-fourth-biggest-drugmaker): It Has Never Made a Drug
- [Drug Discovery Has A Data Problem](https://www.aiinlabcoat.com/p/drug-discovery-has-a-data-problem): Anthropic’s science bet has a catch
- [Insilico Is Winning. On Paper.](https://www.aiinlabcoat.com/p/insilico-is-winning-on-paper): The deals say billions, but the filings say millions.
- [Insilico's Brain Drug Isn't in the Brain Yet](https://www.aiinlabcoat.com/p/insilico-s-brain-drug-isn-t-in-the-brain-yet): The hard evidence is still ahead.
- [Did AI Design Takeda's New Drug?](https://www.aiinlabcoat.com/p/did-ai-design-takeda-s-new-drug): Yes, but not really
- [The AI Labs Found a Shared Nightmare](https://www.aiinlabcoat.com/p/the-ai-labs-found-a-shared-nightmare)
- [79% of Pregnant Women Take Untested Drugs](https://www.aiinlabcoat.com/p/79-of-pregnant-women-take-untested-drugs): plus: When the Drug Fails, Sell the Data
- [The FDA-for-AI Moment Almost Happened](https://www.aiinlabcoat.com/p/the-fda-for-ai-moment-almost-happened): plus: Animal Testing Is Out. Is AI Ready?
- [Biomedical Refs Are Now 12x More Fake](https://www.aiinlabcoat.com/p/biomedical-refs-are-now-12x-more-fake): plus: 67% Want FDA Approval for AI Health Tools
- [Google's Secretive Takeover of the FDA](https://www.aiinlabcoat.com/p/google-s-secretive-takeover-of-the-fda): plus: Big AI Lost the Drug Discovery Benchmark
- [AI's Cure for Opioid Addiction: A Psychedelic ](https://www.aiinlabcoat.com/p/ai-s-cure-for-opioid-addiction-a-psychedelic): plus: Utah's AI Prescribing Experiment
- [Your Chatbot's Medical Sources Are Made Up](https://www.aiinlabcoat.com/p/your-chatbot-s-medical-sources-are-made-up): plus: AI as Regulatory Shortcut? FDA Says No.
- [9,000 Jobs Out, One OpenAI Deal In](https://www.aiinlabcoat.com/p/9-000-jobs-out-one-openai-deal-in): plus: AI is now building virtual cell models
- [Anthropic Wants to Be the Drug Company](https://www.aiinlabcoat.com/p/anthropic-wants-to-be-the-drug-company): plus: Custom Cancer Drugs in a Month?
- [The loophole big pharma used, others couldn’t afford](https://www.aiinlabcoat.com/p/the-loophole-big-pharma-used-others-couldn-t-afford): plus: The antibiotic pipeline may be hiding in ancient texts
- [Type a Prompt, Get a Drug Candidate](https://www.aiinlabcoat.com/p/type-a-prompt-get-a-drug-candidate): plus: AI meets organ chips for brain drugs
- [FDA Opens Door To Animal-free Data](https://www.aiinlabcoat.com/p/fda-opens-door-to-animal-free-data): plus: A $10 AI reproduced Alzheimer’s biomarker findings in minutes
- [The FDA had to swap its AI model overnight](https://www.aiinlabcoat.com/p/the-fda-had-to-swap-its-ai-model-overnight): plus: Scientists simulated an entire living cell in 4D
- [$400M Bet on AI Drugs Falls Flat](https://www.aiinlabcoat.com/p/400m-bet-on-ai-drugs-falls-flat): plus: Prescriptions Predict Flu Better Than Google
- [The AlphaFold era of sharing may be over](https://www.aiinlabcoat.com/p/the-alphafold-era-of-sharing-may-be-over): plus: Stanford built a virtual biotech for 46 dollars
- [New AI Obesity Trial](https://www.aiinlabcoat.com/p/new-ai-obesity-trial): | AIIL Issue 02/20
- [AI Drug Engine Beats AlphaFold](https://www.aiinlabcoat.com/p/ai-drug-engine-beats-alphafold): plus: Takeda Expands AI Drug Push
- [Medical AI Degrades Without Human Data](https://www.aiinlabcoat.com/p/medical-ai-degrades-without-human-data): plus: Making AI Models Understandable
- [AI Parkinson Drug Ready For Phase 1 Trial](https://www.aiinlabcoat.com/p/ai-parkinson-drug-ready-for-phase-1-trial): plus: Drug Trials Are Getting Faster, Not Smarter
- [The AI Drug Discovery Data War](https://www.aiinlabcoat.com/p/the-ai-drug-discovery-data-war): plus: Why Pharma Is Buying AI Startups
- [Mapping Human Disease One Billion Cells at a Time](https://www.aiinlabcoat.com/p/mapping-human-disease-one-billion-cells-at-a-time): plus: First Patient Dosed in AI Driven IBD Study
- [AI-Designed Weight Loss Drug Hits Phase III](https://www.aiinlabcoat.com/p/ai-designed-weight-loss-drug-hits-phase-iii): plus: Utah Lets AI Refill Prescriptions
- [AI Nasal Spray Blocks Flu and COVID](https://www.aiinlabcoat.com/p/ai-nasal-spray-blocks-flu-and-covid): plus: UK Rethinks AI Oversight in Healthcare
- [AI Finds New Monkeypox Target](https://www.aiinlabcoat.com/p/ai-finds-new-monkeypox-target): plus: Rare Disease Trial Moves Forward
- [AI Tailors Bacterial Cancer Therapy](https://www.aiinlabcoat.com/p/ai-tailors-bacterial-cancer-therapy): plus: Med Students Lean Too Hard on AI
- [AI Spots Stress in CT Scans](https://www.aiinlabcoat.com/p/ai-spots-stress-in-ct-scans): plus: Health Plan Caught Using Fake Research