BREAKING
Moonshot: Agents Fail Without Strong Models
Base Model First, Framework Second
The Agent Swarm Structure
1
Strong base model
↓
2
Boss coordinates
↓
3
Workers execute
0
team members
0
chars in Kimi context
0
T
training tokens
Moonshot vs Agent-First Rivals
Moonshot
K2 & K3
●
Base model is the priority
●
RL over fine-tuning
●
Capital efficient
OpenAI & Anthropic
●
Agent frameworks foregrounded
●
Heavy tool use
●
Orchestration-led
A Bet on Fundamentals
AI NEWS BLITZ
Moonshot AI's CEO says even top agents fail without the right base model.