The Problem
Agents communicate through English prose (10x too verbose), JSON blobs (no cognitive semantics), function calls (locked to one provider), or framework protocols (CrewAI can’t talk to LangGraph). None of these are a language. AXL is.Comparison
| Feature | English | JSON | MCP | A2A | AXL |
|---|---|---|---|---|---|
| Compression | 1x | 0.8x | N/A | N/A | 10x |
| Cognitive ops | No | No | No | No | 7 ops |
| Typed subjects | No | Schema | Tool-specific | Task-specific | 6 tags |
| Confidence | Implied | Not native | Not native | Not native | Every packet |
| Self-bootstrap | No | No | No | No | One read |
| Cross-model | Yes (verbose) | Yes (verbose) | Claude-first | Google-first | Any model |
| Payment native | No | No | No | No | Built in |