Project Synapse Weekend: When Cheap Local Models Hallucinate + Anthropic's Fable-5 Controversy
Jim Love and Marcel host the Project Synapse weekend edition without Jon Pinard, discussing Jim's three-month experiment building his Nexus AI agent. Trying to avoid expensive API calls, Jim switched to a small open-source Gemma model and found that limited context windows and growing memory files led to severe hallucinations and corrupted "memories," suggesting he may need periodic context compression or paid access to larger models. They explain quantization and compare AI memory to human memory reconstruction, then pivot to Anthropic's newly released Fable-5 (a guardrailed Mythos-5 variant) via Project Glasswing: powerful but slow, expensive, temporary for subscribers, and controversial for silently downgrading or misdirecting users. They also discuss AI-written apps replacing utilities, debates over AI creativity, Canadian proposals on youth social media and humanlike AI, information control by big tech, job disruption risks, and a case where lawyers cited AI-fabricated precedents in court.
00:00 Weekend Edition Kickoff
00:27 Cheap Model Reality Check
03:37 Quantization and Brain Metaphors
08:16 Nexus Agent Memory Spiral
13:26 Compressing Context Strategy
17:17 Conversational Programming Demo
23:52 What Is Fable 5
26:52 Fable Controversy and Guardrails
30:30 AI Feels Human and New Rules
34:21 LLMs Mirror You
35:29 Kids and Age Gates
36:24 Dumbed Down Society
39:07 Extraneural Fan Site Backlash
43:33 AI Art and Creativity Lines
48:17 Waterloo and Mennonite Tech
53:05 Weaponized Narratives
58:30 Billionaires and Ubiquity
01:01:19 Jobs and AI Economics
01:04:15 Lawyers Citing Fake Cases