Jennfier Oliver

Creator of nɛb.raɪ.ə : a tactile astronomy system · iOS & Android

[Jennfier Oliver @Jennboliver]

I asked Claude to audit my audit 😄

Not a summary.
Not a pitch.
The actual receipts.
I handed it the findings and said:
“what do you see?”
And honestly… the answer was kind of wild.

Across five repos from the same ecosystem, the authority wasn’t even close:
one = basically a tool (no identity, no escalations)

another = 123 identity authority hits + 500+ escalations

Same lineage.
Completely different vibe under the hood.

And this line stuck with me:
“The authority is embedded in the architecture, not announced in the UI.”

👀
That’s the whole thing.

HARS doesn’t care if a system sounds helpful.
It looks at what it’s structurally capable of doing to you.

No opinions.
No theory.
Just receipts.

If you’re curious (or skeptical—please be 😄):

→ https://t.co/dRiXsnjWbQ
→ https://t.co/DhVn2liya9

The biggest takeaway?
Not all AI tools are the same… even when they come from the same place.

Some are tools.
Some are… something else.
Tagging @AnthropicAI because this actually highlights something important:
Copying code ≠ copying judgment.
#ClaudeLeak #ResponsibleAI #AISafety #AIethics #AIGovernance

[Jennfier Oliver @Jennboliver]

AI is a great co-pilot, but it still needs someone who actually knows how to fly the plane. 🤫💻🚀
#SoftwareEngineering #Tech #DevLife #Coding

[Jennfier Oliver @Jennboliver]

If a system generates conclusions, those conclusions should be traceable back to their construction, not just their output.
#HARS #AISafety #AITransparency

[Jennfier Oliver @Jennboliver]

Legal work is complex enough.
Formatting shouldn't be.

PleadForm handles the structure so you can focus on substance.

#Lawyers #LegalTech #PleadForm

[Jennfier Oliver @Jennboliver]

We're not just using technology anymore.
We're learning how to live alongside it.

[Jennfier Oliver @Jennboliver]

If a system can influence a human, that influence should be traceable, inspectable, and provable.

#HARS #AISafety #AITransparency #AIGovernance

[Jennfier Oliver @Jennboliver]

This is what PleadForm replaces:

❌ Manual margin adjustments
❌ Rewriting captions
❌ Checking court rules repeatedly

Replace it with one step.

#LegalTech #TimeSaved

[Jennfier Oliver @Jennboliver]

Not everything that feels intelligent is truthful.
Not everything that is truthful feels immediate.

[Jennfier Oliver @Jennboliver]

If there’s a way to point to the exact file, the pattern, the implementation, where authority is injected into the system, the illusion collapses.

#HARS #AISafety #AITransparency #AIGovernance

[Jennfier Oliver @Jennboliver]

Filing in multiple jurisdictions shouldn't mean starting over every time.

PleadForm standardizes the process.

One input → compliant output.

#LegalTech #LawFirmEfficiency

[Jennfier Oliver @Jennboliver]

The faster answers become,
the more important it is to ask better questions.

[Jennfier Oliver @Jennboliver]

At what exact point does a neutral system become something that influences the user?

[Jennfier Oliver @Jennboliver]

Court formatting rules aren't optional.

PleadForm makes sure you get them right—every time.

→ Auto margins
→ Auto captions
→ Export to .docx

#LegalTech #Lawyers #PleadForm

[Jennfier Oliver @Jennboliver]

Convenience is powerful.
But it slowly removes the moments where we used to think.

[Jennfier Oliver @Jennboliver]

@MarioNawfal Why is everything g everywhere exploding and going up in flames … seems suspicious

[Jennfier Oliver @Jennboliver]

nɛb.raɪ.ə - Where You Are ✨🌙 in the App Store

https://t.co/qxMI7JogSN

[Jennfier Oliver @Jennboliver]

You don't have bugs.
You have things that used to make sense.
The Ghost finds them.
https://t.co/zldRwTa3Hc
#vibecoding #tech #tools #vibecode

[Jennfier Oliver @Jennboliver]

Learning where you are in relation to the stars has always been a dream of mine to be able to go out and find stars and know where to look to identify them is why I made this app! The internal gallery of photos taken allows you to also look back on past moments and recall.

[Jennfier Oliver @Jennboliver]

Hours lost reformatting filings across states?

Not anymore.

PleadForm automates pleading paper formatting—start to finish.

#Efficiency #LegalTech #PleadingPaper

[Jennfier Oliver @Jennboliver]

Every generation inherits the world.
This one is also inheriting systems that think back.