AI "Context Rot" Explained: Why Your Agents Get Dumber | AI Operators #2 скачать в хорошем качестве

AI "Context Rot" Explained: Why Your Agents Get Dumber | AI Operators #2

"Is your AI actually learning, or just rotting? In this episode of AI Operators, we dismantle the "Stateless" nature of LLMs and how relying on long chat threads leads to "Context Rot"—a digital dementia that degrades your results. We also explore the shift to *"Sovereign Data"* using tools like Google's Anti-Gravity IDE. Learn why owning your "brain" locally is the only way to avoid vendor lock-in and *"sharpen your axe between swings"* for rapid iteration. Finally, we hit the real security risks for business owners—moving past the fear-mongering and onto the actual "Attack Vectors" (and 2FA fixes) you need to block today. *In this Field Report:* 00:00 - Intro & The "Cost of Inaction" 12:41 - Marno: Stop treating AI like a tool (The Mindset Shift) 13:46 - Matt's Hot Take: "Prompt Engineering is just Sales" 15:00 - Dave: Moving from Chat to "Anti-Gravity" (Google's IDE) 21:46 - Technical Deep Dive: Why context windows "Rot" 32:00 - The "Inherited Bad Habits" of AI Models 42:00 - Q&A: Is my business data actually safe? 46:00 - Security: Understanding your "Attack Vectors" 54:00 - The "MoltBook" & ClawdBot/Moltbot/OpenClaw Saga *Resources Mentioned:* Have I Been Pwned? (Check your data leaks) - https://haveibeenpwned.com/ Google Anti-Gravity (IDE) - https://antigravity.google/ OpenCode - https://opencode.ai/ 🔗 CONNECT WITH THE OPERATORS: David Pengelley - Valid Agenda - https://validagenda.com Matt Slager - Slaytek Systems - https://slayteksystems.com/ Marno Brits - Kalgoorlie AI - https://kalgoorlie.ai/