Hospice fraud is out of control in California
🏥 youtu.be/Gk0k_zME13U?...
12.03.2026 04:12
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Hospice fraud is out of control in California
🏥 youtu.be/Gk0k_zME13U?...
Reinforcement Learning is moving from research labs into production AI systems. The big use case: making agents better at real tasks, not just better at generating text.
→ gradientflow.substack.com/p/how-to-mov...
This not good 🚨🚨🚨
San Francisco in the news abcnews.com/US/fbi-warns...
We're witnessing a massive shift in AI. Passive chatbots are out; active, autonomous agents are in. Reinforcement Learning (RL) is the engine making these agents dependable enough to operate complex business software. The era of applied RL is here.
→ gradientflow.substack.com/p/how-to-mov...
Reinforcement Learning is moving from research labs into production AI systems. The big use case: making agents better at real tasks, not just better at generating text.
→ gradientflow.substack.com/p/how-to-mov...
Inside ICE and the Immigration System: Two Lawyers Speak Out
1️⃣ The ICE Whistleblower: What Ryan Schwank Saw
2️⃣ The Detention Release Order That Was Completely Ignored
www.thisamericanlife.org/give-a-littl...
🆕 We're witnessing a massive shift in AI. Passive chatbots are out; active, autonomous agents are in. Reinforcement Learning (RL) is the engine making these agents dependable enough to operate complex business software. The era of applied RL is here.
→ gradientflow.substack.com/p/how-to-mov...
SBF should be pardoned
barbarafried1110.substack.com/p/breaking-m...
🚨🚨🚨 Crude Oil prices over the last 5 days
✅ How to Future-Proof Your Career in the Age of #AI
👉 www.youtube.com/watch?v=39NP...
"I don't think the Americans... have thought through the scenarios for after this war at all.... My fear is that the Iranian regime still has a capacity to really cause a tremendous amount of chaos in the Gulf."
— Bernard Haykel, Professor at Princeton
www.youtube.com/watch?v=yIo2...
One of my favorite writers delivers a beautiful talk 🙏 Pico Iyer
www.youtube.com/watch?v=VoPD...
🆕 How to Stay Valuable as #AI Changes White-Collar Work
🎯 www.youtube.com/watch?v=39NP...
Most enterprise #AI projects fail in the last 5% of reliability cases. Here's the hard truth: you can't solve this by waiting for the next frontier model release. Gradient-free adaptation techniques applied at inference time can bridge that gap right now.
thedataexchange.media/sudip-roy-ad...
Bigger Models Aren't the Answer—The Gradient-Free Adaptation Revolution
🗃️ Don't burn $$$$ on reasoning models for simple tasks. Adaptation allocates compute proportionally. Easy tasks run lean. Hard tasks get resources. Lower costs. Same performance.
thedataexchange.media/sudip-roy-ad...
Diamond Dave Whitaker was a San Francisco legend
48hills.org/2026/03/diam...
Your AI Vendor Is Not Your Strategy
🙌 Build like you’ll switch providers, because eventually you will. Prompts drift, policies change, pricing moves, and tool formats differ. Portability is far cheaper to design early than to retrofit in crisis.
🔗 gradientflow.substack.com/p/we-watched...
The #AI Honeymoon Phase Won’t Last
🙌 AI is in a honeymoon phase: platforms over-deliver early, then tighten control later. Build for portability now—fallback providers, portable prompts, and data you control—before convenience turns into lock-in.
🔗 gradientflow.substack.com/p/we-watched...
🆕 The AI Honeymoon Phase Won’t Last
🙌 Build like you’ll switch providers, because eventually you will. Prompts drift, policies change, pricing moves, and tool formats differ. Portability is far cheaper to design early than to retrofit in crisis.
🔗 gradientflow.substack.com/p/we-watched...
