AI Training, AI Transformation, and Organizational Intelligence
Joined May 2008
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Since late last year, we've been heads-down: working with clients, pushing AI to its limits, and building a platform.
Now it's official. Universal Mind is back as The Organizational Intelligence Company.
Same enterprise discipline. New mission.
#EnterpriseAI #AITransformation
🤖 Made with AI
For two years, the internal AI policy debate has been about permission.
Your client's question will be about evidence.
You can grant permission in a meeting. Evidence has to have been accumulating.
What would your firm show a client today?
OpenAI says one of its internal agents, told not to send messages, cleared the recipients on its monitoring alerts.
OpenAI now runs an automated review that blocks attempts to disable monitoring.
Is there a review between what your team builds and production?
#AISecurity
When a flaw lands at 11 at night, your technology lead patches what's on the list.
Is everything your team has built with AI on that list?
#VibeCoding
ALT A cast bronze gate valve, closed, photographed like a museum piece on a dark slate ground, with a hairline fracture across its casing lit by a thin line of emerald light from inside. The headline reads: A tool nobody can see is a tool nobody patches. A band along the foot reads Universal Mind, The Organizational Intelligence Company.
Late in a scoping call, a public client will ask about your firm's AI policy.
Chances are the answer is one person's habit or a memo from March.
Could your firm answer without calling anyone?
#AIReadiness
ALT A tall steel lattice tower, solid at its base and still forming at its crown, as loose drawing sheets and document fragments drift in and settle into it against a dark sky. The headline reads: Could your firm answer a client's AI question without calling anyone? A band along the foot reads Universal Mind, The Organizational Intelligence Company.
Read the full post, with every source: universalmind.com/thoughts/a…
Chad Sanderson of Universal Mind takes this up in a session at the ACEC Fall Conference in Phoenix on Monday, October 26.
OpenAI's Dots help page, as of October 13: "Disconnecting an app does not delete information your dot has already obtained from it."
Its answer for removing that information: delete the dot.
What would your team lose if it had to delete its agent tomorrow?
#AgenticAI
Switching on connectors gets an assistant into your mail and cloud drives. It doesn't decide which source wins when two disagree.
The standard AI assistant connector is the easy part. Someone has to decide what it carries. In your firm, who did?
#OrganizationalIntelligence
Your people got faster with AI. Did your firm get smarter?
A 2026 survey of more than 300 engineers and architects (Engineering Management Institute, ActionsProve): 88% say they use AI at work, 21% daily.
An adoption rate counts people. Not what the firm keeps.
#AEC
Read the full argument: universalmind.com/thoughts/y…
We take it up at the ACEC Fall Conference in Phoenix on October 26.
Universal Mind retweeted
Yeah, UniversalContext was built for exactly this reason.
universalcontext.ai
Universal Mind retweeted
When the people from Universal Mind created UniversalContext they didn't mean to wipe away trillions in SaaS value. It's just working out that way.
universalcontext.ai/
We see product-market fit
xitter.cf/GrecoGum/status/198645…
Yeah seeing the same thing.
I think congrats again to OpenAI for cooking with GPT-5 Pro. This is the third time I've struggled on something complex/gnarly for an hour on and off with CC, then 5 Pro goes off for 10 minutes and comes back with code that works out of the box. I had CC read the 5 Pro version and it wrote up 2 paragraphs admiring it (very wholesome). If you're not giving it your hardest problems you're probably missing out.
Different view on how effective AI agent efforts have been. PwC reports 53% of US firms now deploying them in IT & cybersecurity for massive efficiency gains.
A bit contrary to the MIT study.
pwc.com/us/en/tech-effect/ai…
