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July 23, 2026

Beyond Data Inventory: Catalogs to Context Engines as Decision Infrastructure

Data to Decisions

Why AI-Driven Decisions Require a New Enterprise Context Layer

Michael Ni

CR Pulse

July 22, 2026

Modernizing Cyber Defense With Cognizant Cybersecurity Services

Digital Safety, Privacy & Cybersecurity

How Cognizant Helps Enterprises Move From Fragmented Security to Cyber Resilience Through Neuro Cybersecurity and AI-Infused Workflows

Chirag Mehta

Best Practices

July 20, 2026

Why AI Governance Must Move Beyond Data Governance

Data to Decisions

Governance Is Shifting From Protecting Data to Governing Autonomous Execution

Michael Ni

Analyst Blog

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Analyst Blog

July 28, 2026

The CEO’s AI Dashboard, Part 7: Talent

Board Strategy

In this final installment of the CEO’s AI Dashboard series, I want to focus on the constraint that will determine how far AI can scale after the pilots, infrastructure, data, economics, and governance are in place: talent. The enterprise needs technical skills, but the harder shortage is experienced operators who under...

Esteban Kolsky

Analyst Blog

July 17, 2026

The CEO’s AI Dashboard, Part 6: Economics of AI

Board Strategy

I want to focus on the part of the AI discussion that is quickly becoming the least useful and the most necessary at the same time: economics. Most organizations now know they need...

Esteban Kolsky

Analyst Blog

July 17, 2026

The CEO’s AI Dashboard, Part 5: Governance

Board Strategy

I want to focus on the area that will determine how much autonomy the enterprise is actually willing to grant AI: governance. Governance for AI is not an extension of traditional e...

Esteban Kolsky

insights live

Constellation Research Insights

Explore our latest publications, videos and analysis to stay ahead of technology trends with your editor Larry Dignan

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Hugging Face OpenAI attack postmortem points to lack of AI agent visibility

Digital Safety, Privacy & Cybersecurity

July 28, 2026

Hugging Face OpenAI attack postmortem points to lack of AI agent visibility

Hugging Face released the timeline and findings from its cyberattack carried out by a combination of OpenAI models. Perhaps the biggest takeaway is that there isn't enough visibility into AI agent actions. ...

UPS: RFID is our network's eyes and ears and AI is the brain

Data to Decisions

July 28, 2026

UPS: RFID is our network's eyes and ears and AI is the brain

United Parcel Services is betting that RFID, an older digital tracking technology, can be paired with AI to drive returns on its network. ...

Anthropic: Opposed to open model ban, wants safety testing for all models

Data to Decisions

July 27, 2026

Anthropic: Opposed to open model ban, wants safety testing for all models

Anthropic CEO Dario Amodei outlined the company's stance on open weight models and countered some of the arguments laid out by Nvidia in its recent open letter on the topic. Anthropic clearly doesn't want to be portrayed as opposed to open models and supports them to some degree. ...

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July 22, 2026

OpenText's Michael Cybala on Content Aviator, Knowledge Graphs, and AI You Can Trust

As enterprises race to scale AI initiatives, many assume that success comes from giving AI access to more data. But the real differentiator isn't more content. It's better context. Learn why enterprise content is becoming one of the most strategic assets in the AI era and why understanding the relationships behind that...

WATCH

DisrupTV

July 17, 2026

Steve Jobs in Exile: How “Failure” at NeXT Saved Apple and Shaped the Modern Tech Era | DisrupTV Ep 446

Future of Work

What most people still call Steve Jobs’ “lost decade” at NeXT was, in reality, the crucible that forged the leader who came back to save Apple — and the origin of the software stac...

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Insights

July 16, 2026

The "We Must Act Now" AI Job Displacement Letter Is Mostly Alarm-Ringing

Future of Work

This week's open letter from economists and other signatories urges policymakers to prepare for AI-driven job displacement. Larry Dignan isn't convinced there's much there. ...

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