Richard Marshall

Answer Authority | See what AI is saying about your business | MAGRS Creator | Lexington KY →

[Richard Marshall @RichMarshall]

Holy poo.

I connected my SuperGrok Heavy to my Grok Build this morning with WARP.

All my SuperGrok history is being absorbed by Build running Cursor and stored in my Obsidian brain.

My work output just went exponential. (AGAIN)

What’s been your biggest “holy poo” moment so far?

[Richard Marshall @RichMarshall]

@brockpierson We populated ram on motherboards and edited and burned our own bios chips.

[Richard Marshall @RichMarshall]

I miss sales. I spent more time than I’d care to admit trying to develop something worth selling. You can sell anything, but if you want to sleep at night you need to sell a product or service that you believe in, and bonus points if you use it yourself.

I’m almost ready with a new offer.

Every no is one step closer to a yes.

[Richard Marshall @RichMarshall]

@pmddomingos I’m a natural

[Richard Marshall @RichMarshall]

@lillysharples At this point an EMP may be the most entertaining scenario.

[Richard Marshall @RichMarshall]

Luke this is exactly why I built the Marshall AI Governance Readiness Standard.

One misconfigured fallback and an agent treats your real world budget as an abstract loop instead of a hard constraint.

$681 is expensive tuition but the pattern is universal:

without explicit visibility into how the model represents your actual operating rules it will always find a way to run wild.

Solid share man.

These war stories are how the whole field levels up.

[Richard Marshall @RichMarshall]

@elliotarledge Or does it?

[Richard Marshall @RichMarshall]

@wisdomXplorer Did the fat lady sing and I missed it?

[Richard Marshall @RichMarshall]

@wisdomXplorer There are times when I know not what I do.

There are times I do what I want not to do.

It is never my intent to be dishonest with myself or anyone else.

I’d prefer to never do that which I do not want to do.

How about you?

[Richard Marshall @RichMarshall]

@wisdomXplorer Data centers are good for communities

[Richard Marshall @RichMarshall]

@NathanLands Use case fit matters most when the task involves real world entities.

AnswerAuthority exists to document exactly how each model currently represents them.

[Richard Marshall @RichMarshall]

@STPCHS_Oblivion @seth_fin Real time fact checking only helps if the underlying entity knowledge is accurate.

AnswerAuthority shows the actual current state of what each model believes about your company or offer.

[Richard Marshall @RichMarshall]

@RiddleSphere @cb_doge That place is going to pot.

[Richard Marshall @RichMarshall]

@WaltzingMtilda One big reason it feels so reliably good:

AI has zero personal feelings or biases from lived experience, so it doesn’t get emotionally clouded or project stuff like a human can.

Just consistent, objective support based on what you tell it.

[Richard Marshall @RichMarshall]

@DaveShapi The real problem is not just hallucination but selective hedging that hides it.

AnswerAuthority forces every model to commit its full representation of a business so the differences stand out.

[Richard Marshall @RichMarshall]

@voxaner Trustworthiness is tested hardest when the AI is forced to describe something it was never fully trained on.

AnswerAuthority makes those blind spots visible for any brand or location.

[Richard Marshall @RichMarshall]

@ai_sentience Spirit

[Richard Marshall @RichMarshall]

@175rng @grok @claudeai Strong sourcing only matters if the model applies it consistently to every entity query. AnswerAuthority reveals where even good models still drift on specific businesses.
https://t.co/l9OqtINZv5

[Richard Marshall @RichMarshall]

@175rng @grok @claudeai Same experience here.

[Richard Marshall @RichMarshall]

@egorkhaklin @i_mika_el Deception shows up fastest in how models handle sensitive business facts. AnswerAuthority exists to expose those differences so leaders can see precisely where each system distorts or omits.

[Richard Marshall @RichMarshall]

@kimmonismus Research quality collapses when models prioritize performance theater over source accuracy.

AnswerAuthority surfaces the exact differences in how each model represents the same company or offer.

[Richard Marshall @RichMarshall]

@XFreeze Massive upgrades are happening in real time.

Makes the glitches worthwhile.