🔴💊π²

👾🛡️ @wardenprotocol

[🔴💊π² @evo_mp_2012]

Billions is building a future where humans and AI can trust each other https://t.co/1bnzHBQVPA

[Billions @billions_ntwk]

Get engaged: Sign up for the Billions Network, now open!

And if you’re one of the first to join? You’ll access the first human and AI network that gives you rewards for verifying as a human 🥇

🔗 https://t.co/NrtqSw0Ldx

Let’s build the Global Human and AI Network, together!

[🔴💊π² @evo_mp_2012]

Being verified is the new superpower in the AI era! @billions_ntwk https://t.co/q37QKRdJg5

[Billions @billions_ntwk]

https://t.co/1ACSmi9H6g

[🔴💊π² @evo_mp_2012]

Verifying my Twitter account for my #GalxeID gid:CxTHh8pXC7SA4dS8KKsNsX @Galxe

[🔴💊π² @evo_mp_2012]

Verifying my Twitter account for my #GalxeID gid:undefined @Galxe

[🔴💊π² @evo_mp_2012]

Verifying my Twitter account for my #GalxeID gid:kj98astDynENcYmHRti86A @Galxe

[🔴💊π² @evo_mp_2012]

@NexusLabs I’m Ready for Camp Nexus! 0x032eA6A59e1f6F2c52C6E232e2c2A2477Cc7dB21

[Portal @PortaltoBitcoin]

🚨 10,000 $USDT up for grabs! 🚨

With major things brewing behind the scenes 👀 we’re celebrating by dropping a BIG community giveaway though the launch of our new Referral Program.

Want in? It’s easy 👇

[🔴💊π² @evo_mp_2012]

@zffxp41824669 @linera_io Consensus algorithms secure blockchain networks against malicious actors

[🔴💊π² @evo_mp_2012]

@zffxp41824669 @linera_io PoW/PoS consensus mechanisms validate transactions via node participation

[🔴💊π² @evo_mp_2012]

@hjgviyhi26935 @linera_io Sharding scales blockchain throughput through parallel processing

[🔴💊π² @evo_mp_2012]

@proninja88 @linera_io Governance tokens empower protocol decisions through staked voting

[abdullah adam tahir @AdamTayub6]

@proninja88 @linera_io DeFi disrupts traditional finance through permissionless blockchain protocols

[🔴💊π² @evo_mp_2012]

@zffxp41824669 @linera_io PoW/PoS consensus mechanisms validate transactions via node participation

[Carlos Mendez @charlesmendez]

About three months ago we launched DGi (https://t.co/aLD36R0mC0), a data agentic system. IT SUCKED, like all agentic systems do right now when it comes to data analytics.

Just a few weeks ago, I used one of the big AI players to vibe code a data dashboard. A few days later, I realized it was completely wrong. That’s the hard part about AI, we’re starting to rely on it so much that we end up living inside its hallucinations.

What we need are systems we can trust. That’s the real challenge.

Customers loved the idea behind DGi, but they told us it was unusable: too slow, inaccurate, and hard to rely on. The concept was right, but the execution wasn’t there yet.

We went back to the drawing board and decided that to make something people actually use, we had to:
Make it fast.
Make it secure.
Make it accurate, and give ourselves a way to measure that.
Specialize it with the right tools for real data analysis.

Today we’re announcing DGi v2, along with a performance evaluation comparing DGi to four other companies on real data analytics tasks (Replit, v0, Claude and OpenAI). You can see the summary of the results in the comments and in the image attached the overall benchmark.

DGi v2 now includes double envelope encryption, encryption on top of encryption. When you connect your database, your credentials go through two layers of protection.

We also trained DGi using gold-standard data science practices so it can better handle edge cases, large datasets, and more.

And we’re adding features like scheduling (coming next week), code editing, and a metadata store (credential storage), so AI can help, but you can step in and take control when needed.

We’re still far from where we want to be. Next up: dashboard creation and deployment. But this version is a solid foundation to start exploring and analyzing your data with a high level of accuracy and reliabillity.

Right now, DGi is somewhere between ChatGPT, Airflow, and Replit, but with deep data specialization. Our models are trained with data analysis best practices and include data reviews on final responses.

We hope you’ll keep supporting us on this journey. We imagine a future without Excel files, Power BI, or Tableau dashboards.

That future isn’t easy to build. Reliable and accurate agentic systems are complex to build. But we’re leading the way.

[🔴💊π² @evo_mp_2012]

@BostromAmanda @linera_io ZK-proofs verify transaction validity without data exposure

[🔴💊 @ansu530]

@BostromAmanda @linera_io Tokenization transforms real-world assets into tradable digital tokens

[Komarπ² @com_qomar]

@hjgviyhi26935 @linera_io Consensus algorithms secure blockchain networks against malicious actors

[🔴💊π² @evo_mp_2012]

@proninja88 @linera_io DAOs govern community decisions through transparent voting mechanisms