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System 1 / System 2

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Sep 24, 2026 · Artificial Intelligence

JEV: Why a Non-Generative Model Raised $40M — The Fast/Slow AI Architecture Shift

TypeSafe AI's JEV model separates fast, calibrated judgment from slow generative reasoning, achieving 100ms latency and $0.042/M input tokens by using non-autoregressive parallel sampling and RLCD probability calibration, enabling reliable confidence thresholds for production routing and safety gates.

AI architectureJevModernBERT

0 likes · 23 min read

JEV: Why a Non-Generative Model Raised $40M — The Fast/Slow AI Architecture Shift

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May 5, 2026 · Artificial Intelligence

The True Nature of Agent Memory: Deep Dive into Architecture and Design

The article analyses why a real agent must have memory, defining memory as an external state that feeds decision‑making, proposing a three‑part architecture (Raw Ledger, Views, Policy), contrasting parametric and non‑parametric approaches, and detailing bottlenecks, temporal handling, and procedural extensions.

Agent MemorySystem 1 / System 2memory architecture

0 likes · 46 min read

The True Nature of Agent Memory: Deep Dive into Architecture and Design