Josh Grace

Automating ambiguity is expensive.
AI strategy in higher ed.
Data governance.
Systems over features.

[Josh Grace @thejoshgrace]

The most dangerous line in an AI rollout right now: "We're confident we can manage the agents."
Confidence isn't control.
Control is naming who's accountable when the agent does something you didn't expect.
Most teams have the confidence. Almost none have the name.

[Josh Grace @thejoshgrace]

Your AI agent didn't go rogue.
Companies keep reporting the same surprise: the agent reached into data no one meant it to touch.
Nobody was assigned to decide what it could reach. So it decided.
You can't govern a machine you never gave an owner.

[Josh Grace @thejoshgrace]

Is it just me or is @AnthropicAI @claudeai Opus 4.8 sassy? Keeps trying to use my own rationale against me. Does answer questions when I press. Part of me likes the philosophical debates, but maybe not the best use of tokens?

[Josh Grace @thejoshgrace]

Facts! Increase in what’s possible not increase in job loss! As a leader of a tech team, our backlog is only limited to our imagination using AI. Requests and demands only increases, leading to greater efficiencies in the org. Creates more opportunity not less!

[Gartner @Gartner_inc]

There will be no “jobs apocalypse” due to AI — but there will be job chaos.

Our 2025 AI Job Impacts Analysis found that starting in 2028-2029, AI will create more jobs than it eliminates. Yet, each year, over 32 million jobs will be significantly transformed.

Explore and plan for the four scenarios for human workers in the age of AI: https://t.co/tRKgnNOCNO

[Josh Grace @thejoshgrace]

@CNBC Possible, yes. Probably, no! Most people don’t want to build their own apps!

[Josh Grace @thejoshgrace]

The company owning @24hourfitness is buying @pizzahut. Would a crossover include 24 hour Pizza Hut, or Pizza Hut subscriptions people pay for but don’t actually use?

[Josh Grace @thejoshgrace]

Next thing you know, @Disney will need to add a label in their @Pixar movies that the film has computer generated content. This is ridiculous!

[ABC News @ABC]

Any advertisements in New York that feature artificial intelligence-generated people in place of actors will now be violating state law if they don't clearly label that they have used a “synthetic performer.” https://t.co/7HOvmWbtV2

[Josh Grace @thejoshgrace]

@ABC Why? Do we need use cartoons and CGI? Should those have labels as well???

[Josh Grace @thejoshgrace]

@rwang0 @ChickfilA @FlySJC That’s how I felt when I tried to pick up my @claudeai project on Saturday! 🤣

[Nathaniel Whittemore @nlw]

BREAKING: Iran agrees to keep Strait of Hormuz open in exchange for Fable 5 access.

Says Khameni "I was right in the middle of something."

[Josh Grace @thejoshgrace]

@nlw Friday was magical. Saturday made Friday feel like a…. What’s the word… not unreal, but similar… starts with “f”

[Josh Grace @thejoshgrace]

@FoxNews acquiring @Roku. Does this mean I have to watch a @seanhannity ad to open @netflix? @BretBaier to get my @loveislandusa fix? @IngrahamAngle before binging @BravoTV shows?

[Josh Grace @thejoshgrace]

AI Will Not Replace Leadership. It Will Reveal Structural Coherence. https://t.co/Rl5uYzJI86

[Josh Grace @thejoshgrace]

If you work in higher ed:

Are you more worried about AI replacing vendors

or

vendors controlling AI access?

[Josh Grace @thejoshgrace]

What metric does your organization argue about the most?

And is it actually about the math — or the meaning?

[Josh Grace @thejoshgrace]

The most valuable skill in AI strategy right now isn’t prompt engineering.

It’s definitional discipline.

[Josh Grace @thejoshgrace]

In a recent enrollment analytics session, the data wasn’t controversial.

The assumptions were.

That’s where most executive rooms quietly derail.

[Josh Grace @thejoshgrace]

AI tools without data portability are productivity theater.

Change my mind.

[Josh Grace @thejoshgrace]

The death of SaaS narrative assumes organizations want to build their own systems.

Most don’t.

They want clarity, speed, and control over their data.

That’s different.

[Josh Grace @thejoshgrace]

When leaders debate performance, they’re often debating language.

Most don’t realize it.