AI and bad data

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Digital transformation #mindcandy 16 September 2025

The topics are you are 25 books about AI, resilient supply lines, ERP, adaptive edge intelligence, data ownership, computer programmers, DNA storage, bad data, and enterprise data management.

https://open.substack.com/pub/scenarioprompts/p/bridge-the-hidden-line

#youaretheupgrade #buddhAI #ChakrAI #AyurvedAI #SpikingBrain #Chinese #AI #LCNC #intelligence #EGI #hidden #ambientIoT #domain #specialization

You are the upgrade

You are the upgrade, augmented natural intelligence as the only way forward (e-book, also available as a Bookbuzz session)

Data, acceleration, and the future of intelligence: Lessons from 25 core books (and links to 114 other books) about AI, technology abstraction, and consciousness.

How agentic AI helps COOs and CSCOs lead resilient supply chains

https://www.ibm.com/think/insights/agentic-ai-helps-coo-csco-lead-resilient-supply-chains

Supply chains are under relentless pressure from disruptions, shortages, rising costs and increasing customer expectations

Valuable Business Chat: Using GenAI To Ask Questions Of Your ERP System

https://www.forbes.com/sites/sap/2025/09/12/valuable-business-chat-using-genai-to-ask-questions-of-your-erp-system/

Getting insights out of ERP data typically requires specialized tools, complex report-building, or IT support.

Real-Time Decisions at the Edge: Adaptive Edge Intelligence Use Cases Across Industries

https://www.rtinsights.com/real-time-decisions-at-the-edge-adaptive-edge-intelligence-use-cases-across-industries/

Edge intelligence has evolved from a promising concept to a core driver of digital transformation across industries.

Decentralized Indexing and the Future of Data Ownership in Web3: Disrupting Traditional Gatekeepers with Blockchain Sovereignty

https://www.ainvest.com/news/decentralized-indexing-future-data-ownership-web3-disrupting-traditional-gatekeepers-blockchain-sovereignty-2509/

Blockchain enables decentralized indexing through tokenized data ownership, immutable storage protocols, and smart contracts to redistribute control and monetization rights to users.

Do Computer Programmers Have a Future in a World of New AI Tools?

https://www.al-fanarmedia.org/2025/09/do-computer-programmers-have-a-future-in-a-world-of-new-ai-tools/

In the near future, experts say, the programmer’s role will evolve from simply writing code to acting as a solutions architect, designing comprehensive technical systems and managing their interactions with users and smart devices.

What engineers need to know about encoding data in DNA

https://interestingengineering.com/science/dna-digital-data-storage

DNA storage could outlast every medium we’ve built but its success depends on engineering solutions still in development.

One of the most common reasons that AI products fail? Bad data

https://fortune.com/2025/09/12/common-reasons-ai-products-fail-bad-data/

It wasn’t actually the agent. It was the agent that helped us identify a problem that always existed.

How Will Agentic AI Change Enterprise Data Management in 2026 and Beyond?

https://www.eweek.com/artificial-intelligence/how-will-agentic-ai-change-enterprise-data-management/

By 2026, the way enterprises manage their data may look radically different. Instead of humans painstakingly cleaning, merging, and validating records, autonomous AI agents will handle the heavy lifting—deciding which sources to trust, resolving conflicts in real time, and surfacing insights before teams even know to ask.

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