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Practical perspectives on connecting devices, putting AI to work and building systems that operate in the real world.
5 articles
Artificial Intelligence / 5 min read
AWS documents a Qwen3-TTS deployment on SageMaker, but its WAV response example does not establish conversational playback. A pilot should prove timely, continuous speech, reliable pronunciation, consistent voice identity, enforceable authorization and measurable customer benefit at an acceptable operating cost.
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Artificial Intelligence / 5 min read
Replace an existing transcription service only when a representative pilot shows enough improvement in review quality, effort or cost to justify operating the replacement. AWS documents a WhisperX deployment path, but comparative performance remains unproven. Test the incumbent, WhisperX and separate-channel transcription where recordings support it.
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Edge AI & IoT / 4 min read
Start with the decision your team needs to make, then decide where inference belongs. A local alert and a cross-site report may need different architectures.
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Artificial Intelligence / 4 min read
An assistant that cannot find a current policy has a different problem from one that finds it but returns the wrong format. Diagnose that difference before training.
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Connectivity / 4 min read
A SIM that connects on a desk is only the start. Verify the network, management tools and recovery process your devices will need once they leave the office.
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