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kestrelfield

I test AI models before I trust them. Plain-words posts on calibration, checking AI tools on real work, and what new AI releases mean in practice.

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An 8 million parameter model that asks two questions about anomalies
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An 8 million parameter model that asks two questions about anomalies

#ai #machinelearning #anomalydetection #timeseries
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6 min read

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How FastAPI turns type hints into a checked, documented API
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How FastAPI turns type hints into a checked, documented API

#fastapi #typehints #pydantic #starlette
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6 min read
How Ollama runs AI models on your own computer
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How Ollama runs AI models on your own computer

#ai #machinelearning #ollama #howollamaworks
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6 min read
Rogue AI agents, or a sandbox left open? What security experts say
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Rogue AI agents, or a sandbox left open? What security experts say

#ai #aiagents #containment #sandbox
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7 min read
How LiteLLM works: one AI gateway in front of 100+ providers
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How LiteLLM works: one AI gateway in front of 100+ providers

#llm #ai #machinelearning #litellm
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6 min read
Decision models, in plain words: AI that picks instead of writes
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Decision models, in plain words: AI that picks instead of writes

#ai #machinelearning #datascience #decisionmodel
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3 min read
How to Check if an AI Model's Confidence Can Be Trusted
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How to Check if an AI Model's Confidence Can Be Trusted

#ai #machinelearning #datascience #aicalibration
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3 min read
Testing AI Agents on Real Work: What the Ironclad Note Points To
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Testing AI Agents on Real Work: What the Ironclad Note Points To

#ai #machinelearning #aiagents #computeruse
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2 min read
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