BitcoinErrorLog

AGORA

![](https://m.stacker.news/94380)

![](https://m.stacker.news/94384)

![](https://m.stacker.news/94385)

![](https://m.stacker.news/94386)

![](https://m.stacker.news/94389)

Shop here: https://tf.style/collections/all?filter.v.price.gte=&filter.v.price.lte=&filter.p.tag=Anti&sort_by=price-descending

**Anti-Surveillance**
At the heart of this new collection is a simple question: how can we translate cutting-edge adversarial research into eye-catching,-style-forward garments? We surveyed the academic literature on “adversarial fashion” and honed in on two core insights:

**Macro-Scale Disruption**
Most “anti-surveillance” clothing on the market relies on tiny, high-frequency noise or pixel-level glitches. Those patterns vanish under real-world blur—at 10 m or more, a camera simply sees a gray blob.

In contrast, our designs employ large shapes and blocks of high-contrast color (neon, pastels, stark black/white). At typical CCTV distances, these large edges still register as conflicting contours, forcing modern detectors to lose confidence in their bounding-box output.

**High-Contrast, Irregular Placement**
Rather than neat, grid-aligned prints, we intentionally offset each motif so detectors cannot anchor to repeatable symmetry. That irregularity further fragments your silhouette.

Our color palettes pair deep dark fields with vibrant accents of cyan, magenta, neon yellow, or pastel gradients. Under auto-exposure, those bright hues “bloom” on many cameras, amplifying edge noise.

**What We Didn’t Do (and Why)**
Small-Scale Speckle Noise: We avoided 1–2 cm “static” noise prints. In lab demos, such fine detail only fools a detector at 2–3 m. Beyond that, the pattern becomes indistinguishable from ordinary texture.

_Face-Focused Dazzle or Makeup:_ Our goal was to disrupt the whole-body detector, not just a facial-recognition API. We did not incorporate paint-on masks or IR-LED glasses, which can only hide a face under very specific angles and lighting.

_Thermal or IR-Reflective Materials:_ Some researchers embed aerogel or metallic threads to confuse infrared sensors at night. Those approaches require specialized fabrics and only work in low-light/NIR mode; we opted for standard sublimation-print processes on poly blends.

By concentrating on large, high-contrast shapes that tile seamlessly across a garment, our line diverges from many “anti-surveillance” brands that rely solely on style-transfer textures or catwalk-style “CV Dazzle.” The result is a closet of bold, streetwear-ready pieces that also happen to harness adversarial theory.

**Important Caveats & Disclaimers**
Untested in the Wild. To date, none of these patterns have undergone formal field trials, or testing of any kind, against production-grade multi-camera networks, thermal fusion systems, or adversarially robust models (e.g., YOLOv8, DETR with adversarial training).

**Obligations & Local Regulations** 
In some jurisdictions, deliberately obscuring one’s image or attempting to evade lawful surveillance may be restricted or penalized, especially in sensitive areas (airports, banks, public transit). Always check local regulations before purchasing or wearing these garments.

**No Warranty of “Invisibility”**
Wearing one of our patterns may reduce detection confidence by a few percentage points on certain camera-model/lighting combinations, but it does&nbsp;not guarantee you’ll “vanish” from view. Human eyes, multi-view cameras, and retrained models can still identify wearers.

Our mission is to blend disruptive technology with everyday style. We’ve taken the core adversarial insights—large-scale edge disruption and irregular, high-contrast layouts—and wrapped them in fashion-forward prints that stand out in a crowd.

**Ultimately, these clothes are as much about sparking conversation on privacy and AI as they are about practical evasion. Wear them, experiment, and help us refine the next generation of adversarial streetwear.**

Anti-Surveillance clothing line at Tar & Feathers

"₿lack Market Money" T-Shirts by T&F

Check out the new "**₿lack Market Money**" collection at Tar & Feathers.

This design draws inspiration from concept within Eric Voskuil's _Cryptoeconomics_ book!

https://tf.style/collections/black-market-money

![](https://m.stacker.news/93242)

Introducing the Glitch Collection by Tar & Feathers (Bitcoin accepted!)

I don't remember for all items, but any of the items that have full-coverage patterns on them are synthetic, cotton-like fabric (not shiny or slippery)... aside from the bathings suits which of course are some sort of typical synthetic.

The other t-shirts with isolated graphics are cotton usually, because I like the "Comfort Colors" weight and cut.

![](https://m.stacker.news/93108)

Introducing the Glitch Collection by Tar & Feathers.

I designed these pieces by infusing typical clothing patterns with pixelated, scrambled signals and colors that are both stylish and fun to wear.

You can go casual with t-shirts or jogging pants, or, semi-formal with button shirts.
https://tf.style

Design

![](https://m.stacker.news/93106)

Introducing the Glitch Collection by Tar & Feathers.

I designed these pieces by infusing typical clothing patterns with pixelated, scrambled signals and colors that are both stylish and fun to wear.

You can go casual with t-shirts or jogging pants, or, semi-formal with button shirts.

https://tf.style

Glitch collection by Tar & Feathers

bitcoin

New Fashion Brand: Tar & Feathers - accepts BTC

I tried to keep the margins low, I just like having the creative outlet :)

builders

E A R L Y   D A Y S  with John Carvalho of Synonym ~ early release on SN

![](https://m.stacker.news/92921)

For the past 6 months I have been working on a big side project: a new fashion brand named Tar & Feathers - https://tf.style

First, yes, we accept BTC, and there are some Bitcoin designs... but that isn't what this is about.

Tar & Feathers is where rebellion meets couture. We fuse a punk spirit with streetwear aesthetics to create prints as fearless as you.

Our pieces are more than clothes. They’re declarations of self that make you stand out from the noise, like ornamental armor for the social battlefield.

Whether you’re vacationing in the Maldives, networking at conferences, tearing up the dance floor, or just hanging out, these designs help you own every moment.

Explore our first collection and order your next favorite shirt or hoodie today.

Thank you for your support!

![](https://m.stacker.news/92922) 

![](https://m.stacker.news/92923)

![](https://m.stacker.news/92924)

![](https://m.stacker.news/92925)

bitcoin bip177

django

The BIP itself says what it is an attempt to do, if you are interested: https://github.com/bitcoin/bips/blob/master/bip-0177.mediawiki

Bitkit now supports BIP 177

What's your favorite kind of Bitcoin merch/clothing that you own or want to own? Which kind of merch are you tired of?

What's your favorite Bitcoin merch/clothing?

How to Think About Data on Bitcoin- OP_Return take by John Carvalho

BlokchainB

If you want Bitcoin to work differently you need to provide a design solution that prevents this behavior. Filters and OP_RETURN limits do not prevent this use case. 

Bitcoin debate reignited with satoshi unit redefinition proposal - CryptoSlate

Ironically, the main purpose of the BIP is to correct this misconception. Base units are not divisible and millisats do not actually exist (look it up)

deleted by author

BIP 177 for Dummies

BIP 177 "Redefine Bitcoin's Base Unit" Update!

I am not one of those people. I feel clowny saying "sats".