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Public story · 2026-02-24 · source-backed
The ARC-AGI-2 breakthroughs reveal a concrete architectural pattern. Symbolica's Agentica achieves 85.28% (with Opus 4.6) using recursive delegation where sub-agents spawn sub-agents, each receiving only relevant state and avoiding context rot. Average 2.6 agents per task, max 9 recursive depth, at $6.94/task. Poetiq's iterative refinement is LLM-agnostic, working across OpenAI/Anthropic/xAI. For Claude Code users: when using agent teams, give each sub-agent only the context it needs. Scoped context beats long windows.
Each link below shares sources, entities, or timing with this story.
DeepMind competes with Anthropic / Shared entities / Same source / Shared topic
Linked by a graph relationship (DeepMind competes with Anthropic); both cover Agentica, AGI, Opus, Poetiq; cite the same source (Poetiq's, Symbolica's Agentica).
Anthropic partners with Google / Shared entities / Same source / Shared topic / Tension
Linked by a graph relationship (Anthropic partners with Google); both cover AGI, Anthropic, LLM, OpenAI; cite the same source (Poetiq's, Symbolica's Agentica).
Opus built by Anthropic / Shared entities / Same source domain / Shared topic / What happened next
Linked by a graph relationship (Opus built by Anthropic); both cover AGI, Opus, Symbolica; reported by the same outlet (symbolica.ai).
Anthropic partners with Google / Shared entities / What happened next / Tension
Linked by a graph relationship (Anthropic partners with Google); both cover Anthropic, LLM, OpenAI, Opus; picks up the Anthropic thread on 2026-04-20.
Anthropic released Claude / Shared entities / Shared topic / What happened next / Tension
Linked by a graph relationship (Anthropic released Claude); both cover Anthropic, LLM; overlapping topics (agent, anthropic, context, each, pattern).
Opus built by Anthropic / Shared entities / Shared topic / What happened next / Tension
Linked by a graph relationship (Opus built by Anthropic); both cover Anthropic, OpenAI, Opus; overlapping topics (agent, anthropic).
Anthropic released Claude / Shared entities / Shared topic / What happened next
Linked by a graph relationship (Anthropic released Claude); both cover Anthropic, OpenAI, Opus; overlapping topics (agent, anthropic, context).
Vercel uses Anthropic / Shared entities / Shared topic / What happened next
Linked by a graph relationship (Vercel uses Anthropic); both cover Anthropic, LLM, OpenAI; overlapping topics (agent, anthropic, architectural).