#DeepSWE

The AGI Timeline & Frontier Benchmark Index: ARC-AGI-3, DeepSWE, and the Five Levels of Autonomous Machine Intelligence

When will Artificial General Intelligence arrive? A technical evaluation of ARC-AGI-3 saturation, FrontierMath benchmarks, recursive self-improvement loops, and compute scaling limits from OpenAI, DeepMind, and Meta.

Meta Releases Muse Spark 1.3: DeepSWE 75.4% Benchmark, 1M Context Window, and Meta Model API Guide

A technical analysis of Meta’s Muse Spark 1.3 (xhigh and max tiers). Covers Artificial Analysis Intelligence Index scores of 61-62, 75.4% on DeepSWE 1.1, 98.5% long-context retrieval, 20% reduction in agent tool calls, and Meta Model API pricing at $1.25 per million input tokens.