The Form Looks Right. The Data Contract Is Wrong

The question isn’t whether an AI-built form can look ready for production. It’s whether the system receiving its data will agree. A date picker can display perfectly and still submit a locale-dependent string when the API expects an ISO date. A checkbox can say yes or no while the database expects a Boolean. The demo…

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3 Questions: A new resource to empower young entrepreneurs

The book “Disciplined Entrepreneurship” by Bill Aulet, managing director of the Martin Trust Center for MIT Entrepreneurship and the Ethernet Inventors Professor of the Practice at the MIT Sloan School of Management, walks readers through the 24 steps of starting a venture. With more than half a million copies sold, the approach has proven remarkably…

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Microsoft Launches MAI-Transcribe-2-Streaming and Two MAI-Voice Models

Microsoft AI on October 1, 2026 launched MAI-Transcribe-2-Streaming, its first streaming transcription model, alongside two new text-to-speech models, MAI-Voice-2.1 and MAI-Voice-2.1-Flash, with all three available through Microsoft Foundry. MAI-Transcribe-2-Streaming and the Artificial Analysis Benchmark Microsoft describes MAI-Transcribe-2-Streaming as delivering low-latency, real-time transcripts in 60 languages with automatic, continuous language detection. The company said the model…

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