Episode Link
https://share.snipd.com/episode/e889591e-bf02-4476-bc40-7ef9455fc2b5
Episode publish date
November 13, 2025 5:15 AM (UTC)
Last edit date
Nov 16, 2025 12:24 AM
Last snip date
November 16, 2025 12:23 AM (UTC)
Last sync date
November 16, 2025 12:24 AM (UTC)
Show
High Signal: Data Science | Career | AI
Show notes link
https://highsignal.fireside.fm/28
Snips
13
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Your snips
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[03:10] Shift To Building On A Model Primitive
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[05:34] Start Simple And Instrument Heavily
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[08:58] Bitter Lesson Means Embrace Constant Change
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[13:19] Use A Harness To Manage Tool Calls
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[15:20] Workflows Versus Agent Autonomy
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[17:14] Choose Workflows For Predictability
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[20:03] Better Models Increase Agent Practicality And Risks
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[23:49] Ambient Email Agent Example
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[27:20] Manage Context To Prevent Rot And Cost
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[33:08] Reduce, Offload, And Isolate Context
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[36:34] MCP Enables Standard Tool Integration
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[40:44] Eval With Multiple Models And User Feedback
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