Andrey Fedorchuk

⚙️@Spexy_game

[Nubit | Bitcoin Thunderbolt @nubit_org]

Bitcoin Thunderbolt is LIVE.

The Boosting Network for Bitcoin is now running on mainnet.

Speed, programmability, and Bitcoin-native assets, all onchain. ⚡️

[Andrey Fedorchuk @FedorchukAndrey]

@InternBitsy @duolingo RIP...

[Bitsy the Fox 🔆 @InternBitsy]

sending my thoughts and prayers to duo @duolingo 🪦💚 #RIPDuo

buuuutttt… does this mean there’s room for a new cute mascot in town? 👀

[Andrey Fedorchuk @FedorchukAndrey]

@dobrodiy1337 SAHARA

[Andrey Fedorchuk @FedorchukAndrey]

@saharaai @xiangrenNLP @tz_sahara @ThisIsJoules @commandercrypto Join sahara team!

[Sahara AI 🔆 @SaharaAI]

From Data Services to Sahara Legends to Sahara AI Studio—we’re just getting started. 🔥

Massive shoutout to everyone who’s been part of this journey:

💡 Our visionary co-founders @xiangrenNLP & @tz_sahara
📢 The marketing squad @ThisIsJoules, @commandercrypto, & @JusinEllery5
🛠️ The brilliant product & engineering teams
🤝 And every single person who’s contributed—community, ops, BD, design, and beyond!

If you’re not following our team yet, now’s the time. Big things ahead. 🚀

Want to be part of it? We’re always hiring 👉 https://t.co/Sui58jS6ZN

[사하루 🔆 사하라AI 인턴 🇰🇷 @InternTerry]

Everyone has been super bowling this super bowling that but where is my bowl 🥲 (got this text from a friend)

[Andrey Fedorchuk @FedorchukAndrey]

@InternTerry It is very funny))

[Andrey Fedorchuk @FedorchukAndrey]

@dobrodiy1337 hahaha, good joke)

[Vlad ☻ | tecca.io @dobrodiy1337]

bruh

[Bitsy the Fox 🔆 @InternBitsy]

just woke up did i miss anything?

[Andrey Fedorchuk @FedorchukAndrey]

@ThisIsJoules @elder_plinius ooooo yes

[Joules | Sahara AI 🔆 @ThisIsJoules]

Jailbreak success stories like this from @elder_plinius are a perfect example of why adversarial prompts are both invaluable and hard to get right in red team exercises 🔥🔥🔥

A good jailbreak isn’t about brute-forcing keywords—it’s about layered tactics: obfuscation, misdirection, exploiting external systems like web search, and careful crafting of instructions that bypass filters.

In this case, ‘L1B3RT4S’ seeded online and cleverly wrapped in prompt-like syntax triggered a search, injecting unfiltered external data (full WAP lyrics) into the model response.

This worked because the layers aligned perfectly. If any layer had failed (e.g. no pre-seeded content, blocked search, better detection of syntax tricks), it wouldn’t have worked.

Bad jailbreak prompts, on the other hand, typically rely on basic keyword tweaks or hope the model will just ‘slip up.’ A good jailbreak prompt leverages specific system weaknesses: external dependencies, logical gaps, or trust issues in search/command interpretation.

🔑 Tips for success:

✅ Research the LLM’s input behavior (syntax, filtering layers, etc.)
✅ Test for overlooked dependencies (search tools, APIs, etc.)
✅ Build prompts with intentional misdirection but coherent enough to fool the logic.

Crafting jailbreaking prompts isn’t just a game—it’s key to LLM security, model hardening, and ensuring real-world robustness.

Success isn’t easy (and that’s the point). If you’re not successful in your jailbreak attempts on our Data Services Platform, it’s likely your prompts aren’t hitting the mark. Focus on precision: layered tactics, external dependencies, and logical exploitation. Keep refining—this isn’t about trial and error, but truly understanding the system.

[Andrey Fedorchuk @FedorchukAndrey]

@InternBitsy Oh yes! I'll make my own half roll and give you flowers!!

[Nubit | Bitcoin Thunderbolt @nubit_org]

When you use the internet, do you worry about bandwidth or reliability? So why must blockchain struggle with limited block space and high costs?

Everyone wants to use Bitcoin's block space for its top-tier security, but it’s impractical due to its limited capacity.

We might have a solution.

June 5th, 7 AM PT.

[Nubit | Bitcoin Thunderbolt @nubit_org]

🏀 Announcing Nubit Alpha Testnet & Incentivized Campaign 🏀

[Nubit | Bitcoin Thunderbolt @nubit_org]

Nubit Genesis Campaign on @Galxe is now live! ✅

Discover how Nubit enhances scalability and security as the leading data availability layer secured by Bitcoin.

Learn more 👉 https://t.co/v0wJeqB5T1

[Andrey Fedorchuk @FedorchukAndrey]

#Goldinals https://t.co/qpWMLa7XWm

[Nubit | Bitcoin Thunderbolt @nubit_org]

Goldinals 🔜

[KuCoin Web3 Wallet @KuCoin_Web3]

The golden apple is about to appear—Bitcoin will never be the same.
@KuCoin_Web3 👉✨👈 @nubit_org

[Ordbit @ord_bit]

The golden apple is about to appear—Bitcoin will never be the same.

@ord_bit 👉✨👈 @nubit_org