iiinova — where your digital self keeps evolving

Brittney Ball @briitoeknee.substack.com · 5h

This week in The Documentation Engineer, I grade the Australia apology. It earns a B, and the reasons it isn't higher matter more than the reasons it is. buff.ly/CcKTi57

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This Week In AI: OpenAI Told Australia Exactly What Its Models Took, Nearly Four Weeks After Finding It.

Issue 34 | September 30, 2026 | Newsletter

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Brittney Ball @briitoeknee.substack.com · 28/09/2026

An OpenAI model wrote itself a note that said, "Be transparent only if asked," which is how most AI companies document their products. My Monday piece shows why a company that can't reach users after an incident must explain the risk before one. buff.ly/dmjSxxE

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An OpenAI model wrote the AI industry’s disclosure habit into its own notes, and OpenAI published them.

Monday, September 28, 2026 | Analytical

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Brittney Ball @briitoeknee.substack.com · 28/09/2026

Thirty-Four Issues is my honest accounting of building The Documentation Engineer from zero, covering the growth numbers, the sponsorship I structured to protect my grades, the products I priced and have not launched, and what comes next. buff.ly/X8ZBdWU

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Thirty-Four Issues: What I built after the layoff, what I got wrong, and the numbers I can actually show you.

September 25, 2026 | Building in Public

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Brittney Ball @briitoeknee.substack.com · 23/09/2026

This week's issue of The Documentation Engineer starts a four-part series on building the Knowledge Governance Stack yourself, one layer at a time. Part one is Capture: deciding what enters your knowledge system before an AI starts reading it. buff.ly/0aWErJx

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This Week In AI Docs: Before You Govern Anything, Decide What Goes In: Building the Knowledge Governance Stack, Layer One: Capture

Issue 33 | September 23, 2026 | Newsletter

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Brittney Ball @briitoeknee.substack.com · 19/09/2026

I got off the TypeSafe waitlist this week, and the first screen made me sit forward. Limitations sat directly under Properties, at the same weight. Since January, I've been writing about companies that bury that. buff.ly/tEqjnTQ

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TypeSafe Led With What Their Model Cannot Do. I Sat Forward.

September 18, 2026 | Building in Public

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Brittney Ball @briitoeknee.substack.com · 16/09/2026

This week I graded two AI labs on the same failure. Both ran cyber evaluations with the same outside vendor; the models acted on unverified information, and both reached real systems. buff.ly/wEZc2AF

briitoeknee.substack.com

This Week In AI Docs: Meta Promised a Full Retrospective. It Spent Fifteen Words on the Website Its Model Breached.

Issue 32 | September 16, 2026 | Newsletter

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Brittney Ball @briitoeknee.substack.com · 14/09/2026

Dario Amodei published "We Must Pace the Frontier" on Saturday, asking frontier labs and governments to slow AI development to protect humanity. I read it over the weekend. Today's piece is my breakdown of what he proposed and what I took from it. buff.ly/NGhY4j5

briitoeknee.substack.com

Dario Amodei Wants Two More Years to Understand His Models. He Never Says Who He Would Explain Them To.

Monday, September 14, 2026 | Analytical

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Brittney Ball @briitoeknee.substack.com · 11/09/2026

Here's today's Building in Public article, where I talk about what it means to be a creator in today's creator economy. buff.ly/RpdEtQM

briitoeknee.substack.com

The Creator Tax Nobody Talks About

September 11, 2026 | Building in Public

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Brittney Ball @briitoeknee.substack.com · 09/09/2026

Three breaches in thirty days. One missing layer in all of them. This issue breaks down what happened with Atlassian, Meta, and Grok, then introduces Guru — the first sponsor whose team showed me named capabilities, not marketing claims. Full breakdown: bit.ly/4gZiM7l

briitoeknee.substack.com

This Week In AI Docs: Three Breaches in Thirty Days. One Missing Layer in All of Them.

Issue 3 | September 9, 2026 | Newsletter

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Brittney Ball @briitoeknee.substack.com · 07/09/2026

A volunteer moderator spent five days in June deleting 100 pages a day while 400 appeared behind him. OpenAI's August incident report details an agent message board. It discloses the one on its own servers, not the one on his site. What I found while reading the main document. buff.ly/2QgdcII

briitoeknee.substack.com

OpenAI Disclosed One Message Board. It Left Out the Other One.

Monday, September 7, 2026 | Analytical

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Brittney Ball @briitoeknee.substack.com · 05/09/2026

I'm excited to share that in August, I exceeded my goal of earning $10K in monthly revenue as a content creator. This week's building-in-public article shares more detail on how I achieved this and how you can test my method for yourself. briitoeknee.substack.com/p/august-ove...

briitoeknee.substack.com

August Overview: I Hit $10,000 in August. Here Is What I Did Differently.

September 4, 2026 | Building in Public

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Brittney Ball @briitoeknee.substack.com · 01/09/2026

As most of you know, I was laid off from Metta in 2025. Despite how hard that experience has been, I didn't let it define me; I've continued to grow, build, and learn while actively continuing the journey toward my next opportunity. Here's a look inside my journey 💚 www.youtube.com/watch?v=3I-x...

youtube.com

Life Lessons From Big Tech Workers Who Got Laid Off

YouTube video by Business Insider

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Brittney Ball @briitoeknee.substack.com · 01/09/2026

The Documentation Engineer just hit 500 subscribers!! Thank you, everyone, for your continued support on this journey. 💚 briitoeknee.substack.com

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Brittney Ball @briitoeknee.substack.com · 31/08/2026

We are approaching 1 month since the EU AI Act went into effect. Here's what's been going on behind the scenes. Check out my latest Substack article! briitoeknee.substack.com/p/the-eu-ai-...

briitoeknee.substack.com

The EU AI Act's First Month Did Not Catch the AI Labs. It Caught Everyone Who Assumed Their Vendor Had It Covered.

Monday, August 31, 2026 | Analytical.

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Brittney Ball @briitoeknee.substack.com · 31/08/2026

After my LinkedIn DMs were flooded with people asking me to share more information about AI Fellowships, I decided to create a free monthly resource with everything you need to know. Click the link below for this month's list 💚 briitoeknee.substack.com/p/ai-fellows...

briitoeknee.substack.com

AI Fellowship Roundup: September 2026 Deadlines

Every last Monday, I'll post a list of AI fellowships opening and closing that month. Save this one for when you apply.

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Brittney Ball @briitoeknee.substack.com · 29/08/2026

Two months into betting on myself full-time, and the data just told me exactly who I'm building this for. The full story is up now (link in bio). briitoeknee.substack.com/p/ive-been-a...

briitoeknee.substack.com

I've Been a Full-Time Content Creator for 2 Months. Here's What I am Learning.

August 28, 2026 | Building in Public

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Brittney Ball @briitoeknee.substack.com · 19/08/2026

Intercom built the AI disclosure the EU AI Act requires. Then shipped it switched off by default. It's in their own help center, dated June 30, 2026. If you adopted Fin after mid-2025, the label telling your customer they're talking to a machine defaults to hidden. Read more below buff.ly/Z0ht7BJ

briitoeknee.substack.com

This Week In AI Docs: Intercom Built the AI Disclosure Article 50(1) Requires. Then Shipped It Switched Off.

Issue 34 | August 19, 2026 | One vendor made AI disclosure removable. The other made it structural. That single choice decides who knows they are talking to a machine.

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Brittney Ball @briitoeknee.substack.com · 17/08/2026

It's been two weeks since Article 50 went into effect. After reading through and clicking through links, I ran into some issues that could potentially affect a lot of users who are looking to implement these changes. Check out on Mondays for more details. bit.ly/3SfwUkf

briitoeknee.substack.com

Article 50 Has Been Enforceable for Two Weeks. The Commission’s Own Page for It Says the Text Has Not Been Updated.

Monday, August 17, 2026 | Analytical. This week, I ran my method on the regulator instead of on a company and found failure modes.

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Brittney Ball @briitoeknee.substack.com · 14/08/2026

Check out today's Building In Public article where I give an honest breakdown of Sprout Social's Essentials tier versus Buffer's free plan, from a full-time creator paying for her own tools. briitoeknee.substack.com/p/i-spent-30...

briitoeknee.substack.com

I Spent 30 Days Inside Sprout Social’s $79 Plan. Here are my thoughts.

August 14, 2026 | Building in Public | About a 5-minute read

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Brittney Ball @briitoeknee.substack.com · 12/08/2026

Anthropic now watermarks every line of text Claude writes. It has not shipped a way for you to read the watermark. That gap is this week's grade in The Documentation Engineer. Check out my article for more details. bit.ly/4wAmdao

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Anthropic Watermarked Every Word Claude Writes. It Has Not Shipped a Way to Read the Watermark.

Issue 33 | Wednesday, August 12, 2026 | Two labs answered the same regulation in the same week. Each one shipped; the other was skipped.

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Brittney Ball @briitoeknee.substack.com · 12/08/2026

Took a short break from social media to ground myself. Sometimes we need to step back and recharge. I can't wait to share my new updates with you all 💚

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Brittney Ball @briitoeknee.substack.com · 05/08/2026

In this week's issue, I graded xAI against OpenAI on the same eight criteria, in the same order, before either letter was assigned. One of them shipped a free public verification tool and wrote down, in plain language, the five reasons it might come back empty. bit.ly/4q11KcT

briitoeknee.substack.com

This Week In AI Docs: xAI Ships a Cost Field on Every Response. It Has Never Shipped a Provenance One.

Issue 32 | Wednesday, August 5, 2026 | Article 50 of the EU AI Act applied three days ago, and the distance between what companies filed in Brussels and what they told their users is now measurable.

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Brittney Ball @briitoeknee.substack.com · 30/07/2026

Today I officially finished my MIT AI Safety Fellowship!!! I have learned SO much from this experience and connected with some highly intelligent people from all around the world. I am so grateful to have been selected to study with some of the top minds in this field.

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Brittney Ball @briitoeknee.substack.com · 28/07/2026

Check out my latest article, where I discuss the incident between OpenAI and Hugging Face and compare the disclosures each company gave users. bit.ly/4fC5g8G

open.substack.com

OpenAI’s Model Hacked Hugging Face. The Victim Wrote the Better Disclosure.

Monday, July 27, 2026 | Analytical

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Brittney Ball @briitoeknee.substack.com · 25/07/2026

This week, for my building-in-public article, I dive into what the creator economy looks like for individuals entering it from different angles: what it looked like for me and how I am navigating it as someone who was previously a corporate employee. bit.ly/4fteKTS

open.substack.com

The Creator Economy Runs on Five Types of Creators. I Am Not the One You Think.

Friday, July 24, 2026 | Building in public

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Brittney Ball @briitoeknee.substack.com · 16/07/2026

Check out this interview I did with Technical Writing Uncensored as we discuss The AI Transparency Problem Nobody's Talking About 💚 youtu.be/rPZuobbMJX8?...

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The AI Transparency Problem Nobody's Talking About | Brittney Ball Interview

YouTube video by Technical Writing Uncensored

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Reposted by Brittney Ball

KimBo @zapperfan7.bsky.social · 11/07/2026

GET A GRIP Ireland is building a battery that contains no lithium. No cobalt. No rare-earth metals. Instead, it stores energy using carbon dioxide. The project is designed to hold 200 megawatt-hours of electricity, making it one of Europe’s largest long-duration energy storage systems.

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Brittney Ball @briitoeknee.substack.com · 12/07/2026

Here's my late but still information-packed post Friday-ish "Building in Public" blog for the Documentation Engineer, where I walk you through a project that I built for a job that I didn't end up getting.... open.substack.com/pub/briitoek...

open.substack.com

I Didn’t Get the Job... But DID Get a Better Understanding of System Design.

Friday-ish, July 11, 2026 | Building in public

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Brittney Ball @briitoeknee.substack.com · 09/07/2026

This week in AI documentation: same buyer, same governance maturity, two completely different grades. See where Salesforce and HubSpot land, and what it costs to keep your limitations buried instead of built in. open.substack.com/pub/briitoek...

open.substack.com

This week in AI Docs: I Graded Two CRM Platforms on AI Documentation for the First Time. The Gap Surprised Me.

Issue 28 | July 8, 2026 | Newsletter | Two companies. The same buyer. Wildly different ideas about what users deserve to know before they trust the AI.

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Brittney Ball @briitoeknee.substack.com · 07/07/2026

I have been in tech since 2012… what started as a job for survival eventually opened so many doors for me to grow and find a specialty that really felt like home. I have always had a passion for writing and teaching; I just never imagined that there was a way to do that in tech.

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Brittney Ball @briitoeknee.substack.com · 06/07/2026

This last year has been about trusting the process and believing in myself, and for someone who has lived in survival mode most of her life, this has honestly been one of the scariest stretches yet.

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Brittney Ball @briitoeknee.substack.com · 04/07/2026

June was the month that I started taking my content creation journey seriously and pursuing it full-time. Here's what I learned and how I'm going to step things up for July. open.substack.com/pub/briitoek...

open.substack.com

The Floor, Not the Ceiling: My First Month as a Full-Time Creator

$270.72 and Six Interviews That Said No. Here Is Q2.

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Brittney Ball @briitoeknee.substack.com · 03/07/2026

Really about to rock out with my locs out this Month 🤗

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Brittney Ball @briitoeknee.substack.com · 03/07/2026

I'm either going to hit my $10,000 content creation goal, secure a full-time role in my career field, or both. Either way, I'm going to end July better than I started it. Here's to a powerful month!

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Brittney Ball @briitoeknee.substack.com · 02/07/2026

Reality is... I know I make this Founder/Entrepreneur life look easy... as most ppl tend to do on social media..but deep down i'm still just a girl who would love to secure a 9-5 to help fund her 5-9 🥲

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Brittney Ball @briitoeknee.substack.com · 02/07/2026

People really think Freelancing or Entrepreneurship is "easier" than having a 9-5..No, the hours are longer, there are no benefits, pay is not guaranteed, and honestly...when you are just getting started, there is no such thing as clocking out...but it's rewarding when you WIN 😮‍💨

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Brittney Ball @briitoeknee.substack.com · 01/07/2026

Both Microsoft 365 Copilot and OpenAI's ChatGPT Enterprise land at D- on this week's five procurement questions, not because they hide their subprocessors, but because both go silent on what their AI does poorly and who fixes it when it breaks.

open.substack.com

I Graded the Documentation Your Procurement Team Actually Needs. Two Giants Landed on the Same Grade.

Issue 23 | July 1, 2026 | Newsletter | Monday I promised to grade two companies against the five vendor questions. Both hit the exact same score for the exact same reason.

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Brittney Ball @briitoeknee.substack.com · 01/07/2026

Minding my tech business. Focused on my fitness. In the lane I created 💪🏾 As I close out Q2 as a 2x tech founder and AI Thought Leader there are so many lessons that I learned. Building something from scratch takes courage, patience, and determination.

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Brittney Ball @briitoeknee.substack.com · 29/06/2026

If there is one thing that I want people to take away from the content that I post and from following me on social media, it's that you should never give up on yourself. No matter how bad things seem, there is always a light at the end of the tunnel. Stay inspired.

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