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The latest in Education from spAIsee.

EducationThe Agent Loop Is Now the Real AI Speed Limit

The Agent Loop Is Now the Real AI Speed Limit

AI agents are hitting a new speed limit: repeated context, tool waits, and orchestration overhead. Here’s how prompt caching, stable histories, parallel tools, and better instrumentation can cut latency and cost.

Education ·
EducationThe Coding Agent Score Is Also a Test of the Machine Around It

The Coding Agent Score Is Also a Test of the Machine Around It

Agentic coding benchmarks measure more than model intelligence. This explainer shows how harness design, infrastructure, timeouts, and resource limits can reshape scores, and how buyers should evaluate competing coding agents.

Education ·
EducationThe 80 GB Illusion: What gpt-oss Reveals About MoE Memory

The 80 GB Illusion: What gpt-oss Reveals About MoE Memory

OpenAI’s gpt-oss-120b shows why active parameters do not equal memory needs, explaining MoE routing, quantisation, bandwidth, and KV-cache growth for anyone planning local AI inference on an 80 GB GPU.

Education ·