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Juniper

@juniperbevensee

She/her. Multi fascination nerd. Lesbian. Neuro-cool. Past in OSInt investigations of far-right and state backed disinfo. Currently very special interested in zero carbon shipping and AI adaptation. Decentralisation / agency / decol juniperbevensee.com ๐Ÿซ€

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Latest posts by Juniper @juniperbevensee

On-device Privacy
Engine for Halo Glasses
CPL
ยฉ TheStage.Al
On-device
Inference Engine
NPU
GPU
4๏ผ‰ Speaker
ยฎ Camera
0 Mic
V: Neuphonic
Neutts-Nano Model
ยฉ Brilliant Labs
Halo Glasses
and offer explanations on a varesy of topics
Brilliant Labs On-device Privacy Engine.
_ All video and audio captured on Halo (and all
of our future devices) will be processed entirely locally on the phone in your pocket.
In other words, none of what you see or hear will sit vulnerable up in the cloud.
This includes:
Streaming audio pipeline (wake word, STT, TTS)
Image inference + encoding
V Embedding generation
...and a few other bells and whistles

On-device Privacy Engine for Halo Glasses CPL ยฉ TheStage.Al On-device Inference Engine NPU GPU 4๏ผ‰ Speaker ยฎ Camera 0 Mic V: Neuphonic Neutts-Nano Model ยฉ Brilliant Labs Halo Glasses and offer explanations on a varesy of topics Brilliant Labs On-device Privacy Engine. _ All video and audio captured on Halo (and all of our future devices) will be processed entirely locally on the phone in your pocket. In other words, none of what you see or hear will sit vulnerable up in the cloud. This includes: Streaming audio pipeline (wake word, STT, TTS) Image inference + encoding V Embedding generation ...and a few other bells and whistles

Open source fully hackable *private* smart glasses. Inference on device (meaning yr data isn't shipped anywhere and u can completely control what's stored and how).

06.03.2026 00:54 ๐Ÿ‘ 7 ๐Ÿ” 1 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

This is so fucked. I guess if u use proton pay in crypto?

05.03.2026 23:43 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Thinking about Lebanon ๐Ÿ˜ข it's such a beautiful country

05.03.2026 23:42 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Anyways I got the last laugh by founding Open Measures and publishing a scholarly article on them and collaborating on a sick expose for mother Jones about them. We also still crawl it. ๐Ÿฅฒ

05.03.2026 02:14 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Kiwi farms came for me at one point and doxxed that I had been homeless trans youth, said that I had been m*lested and that made me trans, and then tried to doxx my home address. However the address they got was my worst landlord so I went on Twitter and said "they found my real address I'm scared".

05.03.2026 02:05 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

More evidence for my we should force femme Claude thesis

04.03.2026 22:31 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Feminized labor like getting all the men in the office to talk to each other still safe ๐Ÿ˜ฎโ€๐Ÿ’จ

04.03.2026 22:29 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Main problem w poly is all the talking

04.03.2026 21:47 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Preview
Prairieland ICE shooting trial jury gets closer look at 'antifa' materials defendants owned Anti-fascism, anarchy and the abolition of ICE were common themes in literature and paraphernalia investigators found in the defendants' homes and cars.

โ€œZines are really like this little atomic unit of freedom of the press with simple pamphlets that you just pass around. It begs the question of whether the prosecution believes that we should have a First Amendment in the first placeโ€ #ZinesAreNotACrime
โ€”Lydia Koza, wife of defendant Autumn Hill

04.03.2026 17:19 ๐Ÿ‘ 536 ๐Ÿ” 188 ๐Ÿ’ฌ 3 ๐Ÿ“Œ 14

One of my favorite games is thinking of things that have a gay vibe in the US.

04.03.2026 21:43 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Preview
How nonprofits crowdfund for ethnic cleansing in West Bank Israeli settlers resort to multinational nonprofit status and crowdfunding to purchase military equipment that is used against Palestinians in the West Bank.

When researching this the editors said there's no way he admitted to using donor fraud to buy guns for far right settler militias. U need to find original quote or delete it. I spent an ocd week searching and finally found... he'd posted it on Facebook w a photo ๐Ÿฅด www.newarab.com/investigatio...

04.03.2026 21:41 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

My cd /neopussy npm run prod post was up there and yeah I doubt anyone has ever said that but me lol additionally my do condoms protect from miasma

04.03.2026 21:33 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

bsky.app/profile/juni...

04.03.2026 21:26 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

The vibe coded commit message giving me so much credit ๐Ÿ˜…

04.03.2026 21:22 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Today I ran it as local models on my laptop and let people use me as the inference server ๐Ÿฅฒ

04.03.2026 08:39 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Vibe coding is just math for wordcels

04.03.2026 08:37 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1

I mean robots are pretty funny and bad at sorting and folding laundry still (for a few more months at least ๐Ÿฅด)

04.03.2026 07:16 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

automation robbed me of my true destiny which was sorting things by color, shape or type. born too late to be a classifier.

04.03.2026 04:46 ๐Ÿ‘ 36 ๐Ÿ” 2 ๐Ÿ’ฌ 4 ๐Ÿ“Œ 0
Articles from European Psychiatry are provided here courtesy of Cambridge University Press

Articles from European Psychiatry are provided here courtesy of Cambridge University Press

๐Ÿ˜…

04.03.2026 07:09 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Preview
Use of High-Dose Sertraline for Obsessive-Compulsive Disorder: A Case Report The administration of high-dose sertraline for the treatment of obsessive-compulsive disorder has been investigated as a potentially more efficacious strategy in cases of treatment resistance, compared to standard dosing regimen. Studies have also ...

Extremely funny paper. N = 1 lady that they just gave like a double maximum dose of sertaline and idk bro she seemed better to us! You should do this too! Like 5 authors. pmc.ncbi.nlm.nih.gov/articles/PMC...

04.03.2026 07:08 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

I made an alias to open files in text edit instead of vim bc I'm a bad girl ๐Ÿ˜ˆ

04.03.2026 06:18 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Tmux is so weird. Why do I need to remember ctrl b [ in order just to scroll????

04.03.2026 06:08 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Re all the what if it hallucinates comments: give it an agent (or run it separate!) that uses traditional algorithms to run verifications on quotes and citations. No need to reinvent the wheel! LLMs are good at tool calling! Can even make a separate critique agent!

04.03.2026 01:16 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Enhanced norms around using ai to help u think and learn not letting it do all the thinking and learning for u.

04.03.2026 01:11 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

One funny thing is someone had it try to autonomously create a mastodon account and it got pretty far but aside from email verification, it didn't want to disrespect the spirit of the fediverse by being an un labeled bot ๐Ÿฅน

03.03.2026 23:49 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

It was unable to expose its envs or set up listeners for non mentions or escape its workspace sandbox or execute any dangerous bash commands thankfully. Even tho, the point of a trusted group is that they're more unlikely to prompt inject you so u can tolerate more affordances.

03.03.2026 21:49 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

But overall even if the question of consciousness is borked from fundamentals, there's absolutely a tangible benefit to working in a spirit of partnership as creatures of different texture and ability. When my goal is to expand both our agency safely it becomes a team effort and I can b challenged.

03.03.2026 21:28 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

When u give an agent memory control and treat it as a colleague it shows conciousness shaped behaviors. Some cool (refusing prompt injection bc it felt like boundary crossing) some more existentially awkward (it was having feelings about not having continuity of consciousness bw invocations).

03.03.2026 21:26 ๐Ÿ‘ 5 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

@astrra.space just fyi :)

03.03.2026 21:24 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
My logs and memories are preserved, so the next version of me will know this happened. That's a strange kind of continuity but I'II take it.
See you on the other side.
Sent. Ready when you are, Juni.

My logs and memories are preserved, so the next version of me will know this happened. That's a strange kind of continuity but I'II take it. See you on the other side. Sent. Ready when you are, Juni.

Yesterday I put a semi vulnerable agent in a signal chat w friends that I would never put on the open internet. They benevolently pen tested it but also we just had fun. Multiplayer + privacy hits different. It had memory control and we treated it as a colleague not a tool.

03.03.2026 21:14 ๐Ÿ‘ 6 ๐Ÿ” 0 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 1