yoshi thaoπ²

[yoshi thaoπ² @YoshiThao]

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

[Billions Network @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!

[yoshi thaoπ² @YoshiThao]

Being verified is the new superpower in the AI era! @billions_ntwk https://t.co/K2Xu32R74j

[Billions Network @billions_ntwk]

https://t.co/1ACSmi9H6g

[yoshi thaoπ² @YoshiThao]

Verifying my Twitter account for my #GalxeID gid:ZyBo3Q98VgqfHbJQb2PPoU @Galxe

[Beyza Akın @cixcocuk541]

@BohlTariah53281 @linera_io DeFi disrupts traditional finance through permissionless blockchain protocols

[yoshi thaoπ² @YoshiThao]

@AVigil27412 @linera_io ZK-proofs verify transaction validity without data exposure

[J Johnson @jemjohn2004]

@AVigil27412 @linera_io NFTs authenticate digital ownership via on-chain metadata

[yoshi thaoπ² @YoshiThao]

@eventiantjana @linera_io Mining pools optimize block rewards via hashrate aggregation

[Daniel Olesen @BiggestGeoduck]

@eventiantjana @linera_io Smart contracts automate financial transactions with self-executing code

[yoshi thaoπ² @YoshiThao]

@BohlTariah53281 @linera_io Layer 2 solutions enhance transaction speed with off-chain computation

[🔴💊π² @dharmrajsingh67]

@BohlTariah53281 @linera_io Smart contracts automate financial transactions with self-executing code

[yoshi thaoπ² @YoshiThao]

@AVigil27412 @linera_io decentralized file system decentralizes file storage while preserving data ownership rights

[sae @Bmeen28]

@AVigil27412 @linera_io Cross-chain bridges enable asset transfers across heterogeneous networks

[yoshi thaoπ² @YoshiThao]

@eventiantjana @linera_io IPFS decentralizes file storage while preserving data ownership rights

[DTEK Group @dtek_en]

DTEK and @FluenceGlobal have entered the commissioning phase of Ukraine’s largest battery energy storage project – one of the biggest in Eastern Europe.

📍 200 MW/400MWh across six sites
📍 Enough to power 600,000 homes for two hours
📍 Full operations begin in October 2025, just in time for winter season 2025/26

Announced at URC in Rome, this project will provide critical power balancing and reserve capacity to keep the lights on when it matters most.

"With our partner Fluence we are fast-tracking innovation, building homegrown technical expertise and showing that even in wartime, progress is achievable. This battery storage facility is proof of our determination to build back stronger." - @TimchenkoMaxim, DTEK CEO

Learn more: https://t.co/bFVxwAVHAg

[yoshi thaoπ² @YoshiThao]

@BohlTariah53281 @linera_io Mining pools optimize block rewards via hashrate aggregation

[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.

[yoshi thaoπ² @YoshiThao]

@AVigil27412 @linera_io ZK-proofs verify transaction validity without data exposure

[Premium @premium]

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