AI Won’t Save Bad Analytics

AI Won’t Save Bad Analytics

Another Crazy Day In AI Newsletter by Wowza, Inc.

The analytics trap AI won’t fix

Microsoft pitches cheaper AI security

OpenAI launches new transcription models

Some AI tools worth testing

AI Can Make Bad Analytics Worse

Analytics dashboard cracking apart and multiplying into many flawed charts, symbolizing how AI can amplify bad analysis.

In a new Harvard Business Review article, Steven Tadelis, a UC Berkeley professor and former analytics leader at Amazon and eBay, argues that AI can make data analysis faster without making decisions better. He says companies should move from self-service analytics to “decision-service analytics,” starting with the decision they need to improve, then checking whether the data, assumptions, metrics, and evidence are strong enough to act on.

1

AI analytics should start with the business decision, not the dashboard, query, or question someone happens to ask.

2

Leaders need to know whether an analysis is describing what happened, predicting what may happen, or proving what caused an outcome.

3

The best companies will use AI to improve decision quality, not just speed up analysis or generate more charts.

What else is moving

Microsoft Pitches Cheaper AI Security

Microsoft unveiled its first AI model built specifically for cybersecurity, designed to help security teams spot software vulnerabilities before attackers can exploit them. The company is positioning the model as a lower-cost way to bring advanced AI security capabilities into enterprise environments.

OpenAI Launches New Transcription Models

OpenAI just introduced two transcription models for different use cases: one for completed audio files and another for live, streaming transcription. The models are designed to better handle custom vocabulary, background noise, multilingual speech, accents, names, short answers, and numbers.

Some tools to try out

ContentIQ

Helps writers verify facts against cited sources before generating an article draft.

Sider

Adds an AI sidebar to your browser for chatting with pages, researching topics, comparing options, and editing websites with prompts.

Lemon

Turns spoken thoughts into clearer prompts for tools like ChatGPT, Claude, Cursor, and other AI apps.

Another Crazy Day in AI


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