Capabilities · Concept
Natural Language Interaction Protocol (NLIP) for AI Agents
Ecma-standardized application-layer semantic envelope enabling interoperable agent messaging over HTTP, WebSocket, and AMQP.
Forecast horizon
Potential common layer alongside MCP-like tool protocols for cross-framework agents.
Connections
Connections · 2
How this node ties into the rest of the map, and the evidence behind each link.
from · supports 4/10
Model Hardware Standard (MHS) for Physical AI Agents Physical-device agent standards and application-layer agent protocols jointly address safe heterogeneous agent interoperability.
+4 growth from · requires 3/10
SENTINEL-RL: Topological Reasoning Offload for SOC Agents Constrained SOC agent action policies still need standardized inter-agent and tool communication envelopes in heterogeneous enterprises.
+3 growthSignal sources
Signal sources
Dated facts from primary sources in this direction.
Task horizon doubling Mar 2025
The length of software tasks AI agents can do autonomously at 50% reliability has doubled about every 7 months — and since 2024 closer to every ~3 months.
METR → Benchmarks saturating Apr 2025
In one year scores rose by 18.8, 48.9 and 67.3 points on MMMU, GPQA and SWE-bench; real-world software solve rate jumped from 4.4% to 71.7%.
Stanford HAI — AI Index 2025 → Autonomous coding 2025–2026
On SWE-bench Verified (500 real GitHub issues), autonomous coding agents reached ~80–86% by late 2025, up from under 50% in early 2025.
Epoch AI →