Penelope 🏳️‍⚧️ (@HeyPennyRose) header
Penelope 🏳️‍⚧️ (@HeyPennyRose) profile picture

Ramblings from a techie trans woman, some touch of tism. I build the tech for Journalism, intelligence and truth. Writing articles and the tools.

New Jersey
Joined January 2026
Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)Photo by Penelope 🏳️‍⚧️ (@HeyPennyRose)
It’s transgender awareness week, I’m on X Money. Be a good bigot and give me your money. I’m fighting to take down dark money so the left and right can hate each other fair.
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Hey conservatives I have a wild proposal to work together. Let’s both take down dark money in politics so we can fight fair.
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Remember that time a chorus creator sent someone to threaten physical harm toward me.
Chorus organized a targeted campaign when I was reporting on a creator who scammed many people on this app. He was an indigenous man but doctored his photos with ai. Someone told me Iwas racist for reporting. (Victoria) without looking or knowing anything I said STFU. I’m allowed to set a boundary of who I want to talk to. For months I was gaslit into being told I was racist for setting a boundary. I finally gave up knowing I was right and forced myself to accept I was horrible. Shortly after that I began reporting on Delaney Hall, Victoria found my signal and messaged me on signal. She wanted to know Iwas safe. I ignored it because I felt like this was going to put me at risk and it seemed disingenuous to suddenly care after an entire campaign labeling me racist for simply not wanting to talk to someone. I chose to do what Ifelt was right and make content with the hopes I could repair whatever happened. Mo the went by and we exchanged thousands of messages. Throughout that friendship which I thought it was I grew fond of Victoria and we shared many laughs and our pain together for being survivors of Domestic Violence. We spoke about our families, values, hobbies and at times just memes. During this I still received targeted messages about me telling Victoria to STFU and I was not allowed to say I talk to Victoria she has openly said her and I are friends to me. Victoria stated she would speak to people but the same people kept attacking me More time went by and my therapist asked me “If someone tells you to STFU would that mean they are transphobic” I didn’t need long to answer and I said no not at all people don’t have to talk to people if they don’t want to, it doesn’t mean anything other than they don’t wanna talk. To get defensive is usually coming from a place of trauma and projecting onto another person to use DARVO” My therapist is a Brown man, I’ve been seeing him for years. Many times he said it wasn’t racist. For months I would attend therapy twice a week sometimes going a third time. I just wanted to fix the horrible person Isomehow got convinced I was. I did a social experiment on TikTok and posed the question “if someone tells a trans person to STFU are they transphobic” many of the people said no, some said depends on prior relationship, not one person said it was. Many of the respondents were trans themselves. I posed the question on threads. No answer or reaction from anyone. That’s when I realized this was part of the plan of how I was being triangulated and discredited and also surveiled. For months I welcomed someone into my life thinking they cared for me as a friend but when I brought this experiment up and Iasked them why did they hurt me by making falsless accusations then stonewalled me which is another form of abuse which denies a person of validation, it makes the victim feel like they are being irrational. This all goes to say. What happened with Victoria and how everything was a surveillance broke me. I weeped for weeks because I really grew fond of her and would check in and care about her wellbeing all while the relationship was to isolate me and feed information back about my life to creators in chorus. Patterns don’t lie when they keep happening. I would talk about something with Victoria and then days later the theme for the next “Penny is horrible” would be about what I shared The pattern proves beyond reasonable doubt this occurred when they are linked together. I am not sharing this for any other reason then to tell my story and heal. Yes Iwas abused and manipulated but hurt people hurt people if they never break the cycle of abuse. I wanted to meet Victoria one day so we could share lemonade and look at her garden and walk together with pride as we fight for oppressed people. I was just a data. I still don’t know what I did wrong but I’m sorry Victoria I will be sharing extensive screenshots of some of the conversations I’ve had with Vitoria. You can view them here
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Participating in the Meta Hackathon changed my life. I now am a 51% owner in tir labs inc. trytir.com
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I’m truly impressed with Meta Muse Wonder. Fixing a roadblock that I fought with all day within 30 minutes but $50 later. If it were more affordable that would be great but the headache of the hiccup makes it worth it.
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Did data analytics become token analytics?
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It is 12:00 I did not expect to lose an entire day away from the Hackathon. I feel as if I lost already. Trying to get my headspace back in. I was so ready and now with today’s happenings I’m a little distant. That won’t stop Harvy though. During this entire time he watched.
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Harvy collected hundreds of thousands of artifacts for a dataset that fuels Intelligence, Businesses, Government and Newsroom workflows. Even on your off day, Harvy keeps your operations flowing. That’s the power of a software stack you need.
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Hiccups today with Harvy. Currently the data collection is on hold due to a bug with our Cloudflare workers. Temporarily switching to n8n to keep data flowing the best possible. @tirlabs
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As we launch publicly, funding is needed to ensure the servers stay online. The technology @tirlabs creates enables journalists and newsrooms to access realtime reporting tools so they bring the truthful and factually correct to you. Consider a $10 pledge here:
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I joined a hackathon. It started today for Meta. I’m going to showcase the ontology. Hopefully I win one of the prizes. It could help advance the project along. Anyway that’s Harvy. I sourced a real model to represent the “ai” that offers realtime intelligence to newsrooms, activist, researchers and journalists.
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Open-source models have taken over a lot of the tasks that used to be done by Claude or OpenAI, all thanks to automation! And guess what? Their performance is almost as good as those models.
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🚨Breaking: ICE agents shoot a targeted invidual under the agencies directives to remove. At the time of the shooting the man who has not been named yet had a 5 year old in the rear of the suv. The shooting took place in Bronx, a borough of New York City. While the man is assumed wounded the 5 year old has been confirmed to not have sustained wounds. A bullet hole can be seen in the windshield of the car ICE had under pursuit.
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The upside of drinking a monster with adhd is you don’t get anxiety. The downside is you go to bed from something supposed to keep you awake.
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Ladies, it’s grey sweatpants season. Make sure you pack instead of tucking. We have to assert our dominance on them. Transgender people understand.
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The struggle of not owning 8 x H100 GPUs has drawn me to do drastic things like use Gemini. What gives….
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