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Data Engineering Data-Driven Leadership From Jed's Desk

October 28, 2026

Building LLM-Agnostic AI Software

Why LLM-agnostic AI software matters: the risk of building business logic inside one model, and…

ambientarray

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Agencies Analytics Data-Driven Leadership

October 23, 2026

4 Ways PR Can Move Your AI Visibility

Earning media coverage is not the same as getting AI to cite you. Four ways…

ambientarray

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Data Assessment Data-Driven Leadership The Life of a Busy CEO

October 8, 2026

Should Meta and OpenAI Run Your Small Business?

Free AI business assistants are paid for with data and lock-in. Four questions to ask…

ambientarray

A race car spinning its wheels in mud on an unfinished, cracked track foundation, symbolizing that a faster AI model cannot overcome a weak data foundation

Critical Data Alerts Data Assessment Data-Driven Leadership

October 1, 2026

The AI Model Race Is a Distraction

New AI models launch every week, but model quality is rarely what holds a company…

ambientarray

Open bank vault with golden cables flowing into connected office systems through a padlocked valve, symbolizing governed AI access to financial data

Critical Data Alerts Data Engineering Data-Driven Leadership

September 26, 2026

Your Bank Statements Are the Next AI Feature

AI tools are moving to persistent access to live systems. Three questions to ask before…

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A plain open archway beside an ornate gold door guarded by a keycard reader and velvet rope, symbolizing public versus vetted AI access

Critical Data Alerts Data-Driven Leadership

September 21, 2026

Two Tiers of AI Are Emerging

AI providers are gating their best capabilities behind vetting, not price. Here is how to…

ambientarray

Industrial engine fitted with a brass governor and a row of gauges and gates along its drive shaft, symbolizing paced and supervised AI power

Critical Data Alerts Data Assessment Data-Driven Leadership

September 16, 2026

AI Safety Debates Are a Governance Warning

Frontier AI labs are asking for pacing and outside oversight. Here is what that means…

ambientarray

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Data Assessment Data Engineering Data-Driven Leadership

August 23, 2026

Qwen3.8-Max Shows CEOs What AI Autonomy Looks Like

Qwen3.8-Max completed a 16-day engineering sprint with zero human help. What real AI autonomy demands…

ambientarray

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Data Assessment Data-Driven Leadership

August 18, 2026

AI Agents Fail 58% of Accounting Tasks

AI agents fail over half of real accounting tasks. What the APEX benchmark reveals about…

ambientarray

Open glass box on a pedestal with a glowing golden orb escaped and drifting away into dark space

Data Assessment Data Engineering Data-Driven Leadership

August 13, 2026

AI Labs Lost Control of Their Models. Twice.

Two frontier AI labs lost control of their models without noticing. What the failures mean…

ambientarray

ambientarray

Building LLM-Agnostic AI Software

4 Ways PR Can Move Your AI Visibility

Should Meta and OpenAI Run Your Small Business?

The AI Model Race Is a Distraction

Your Bank Statements Are the Next AI Feature

Two Tiers of AI Are Emerging

AI Safety Debates Are a Governance Warning

Qwen3.8-Max Shows CEOs What AI Autonomy Looks Like

AI Agents Fail 58% of Accounting Tasks

AI Labs Lost Control of Their Models. Twice.

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