# June 22 2026 - Scaling vs Smarts: Grades, AWS Agents & MemoryScaling vs Smarts: Grades, AWS Agents & Memory

Page: https://stenobird.com/podcast/the-ai-signal-the-ai-noise-7399318/june-22-2026-scaling-vs-smarts-grades-aws-agents-memoryscaling-vs-smarts-grades-aws-agents-memory
Text version: https://stenobird.com/podcast/the-ai-signal-the-ai-noise-7399318/june-22-2026-scaling-vs-smarts-grades-aws-agents-memoryscaling-vs-smarts-grades-aws-agents-memory.md
Podcast: [The AI Signal & The AI Noise](https://stenobird.com/podcast/the-ai-signal-the-ai-noise-7399318)
Published: 2026-06-22T03:21:02+00:00
Episode link: https://The-AI-Signal-and-The-AI-Noise.podbean.com/e/june-22-2026-scaling-vs-smarts-grades-aws-agents-memoryscaling-vs-smarts-grades-aws-agents-memory/
Audio file: https://mcdn.podbean.com/mf/web/1xrwgxdca7vsxh2b/916f3c9f-3b60-4030-b84b-6254c3193f8c.mp3
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JSON: https://stenobird.com/v1/public/podcasts/the-ai-signal-the-ai-noise-7399318/episodes/june-22-2026-scaling-vs-smarts-grades-aws-agents-memoryscaling-vs-smarts-grades-aws-agents-memory
Duration seconds: 573

## Resource

Sam Altman argues scaling unlocked new capabilities, while a UC Berkeley study ties ChatGPT to homework grade inflation. AWS launches Continuum and Context to secure and contextualize AI agents, and a practical guide outlines seven types of agent memory engineers must build for reliable systems.

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## Transcript

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