Sergey Salyuk

[YAR @yar_chain]

The roadmap for the next few weeks looks roughly like this:
1. Targeted outreach on Reddit.
2. Launch the HyperspaceDB SaaS.
3. Finalize pricing.
4. Finish the developer documentation for our DePIN architecture.
5. Help 5 to 10 companies already integrating HyperspaceDB reach production.
6. Build skills_mcp and wiki_mcp.
The last two are still under wraps. 🤫
One thing I’ve learned over the last year:
Building the technology is only half the job.
The other half is making sure people actually discover it.
Back to work https://t.co/Hfp9a1fyok

[YAR @yar_chain]

HyperspaceDB v3.1.0: The Spatial AI Engine (Zero-OOM, Lorentz Geometry, & MRL Cascade)
https://t.co/ksc7uHri5W

[YAR @yar_chain]

Traditional vector databases were built for flat PDF chatbots. But AI is moving to autonomous agents and robotics. 🤖

Today, we are thrilled to announce HyperspaceDB v3.0 LTS: The world’s first Spatial AI Engine. https://t.co/JvZRRMvCb7

[YAR @yar_chain]

Pivot announcement.

Everything we shared before was real.
Everything we’re building next is bigger.

We didn’t pivot features.
We pivoted the layer we’re operating on.

We’re not building another LLM.
We’re making every LLM significantly better than it is today.

Security.
Context.
Compression.
Latency.
Cost.

This is the line between before and after.

We call it Digital Thalamus 🧠

More details soon.
Developer access + investment round opening shortly.

#pivot #AI #Infrastructure #LLM #DeepTech #BuildInPublic #Startup

https://t.co/Hfp9a1fyok

[YAR @yar_chain]

Just published a short piece on LinkedIn comparing Recursive Language Models (MIT CSAIL) with the system we’re building.

TL;DR:
#AI #RLM is an algorithm for how #LLM think.
Our work is about what they’re allowed to think about: attention, memory, latency, and security.

They’re not competitors. They’re different layers of the same stack.

LinkedIn article ↓
https://t.co/f5jvCCRkw6

[YAR @yar_chain]

#LLM’s for rich & stupid people. #SLM’s for real experts. We build an AI-first assistant that use more that 50 SLMs and it smarter, faster and affordable that any of our competitors (#ManusAI, #GensparkAI and others) soon we will show you first beta and benchmarks.

[YAR @yar_chain]

Story #3 — One Small Step for Humanity, Priced at Infinity

Here’s something we’ve discovered while studying the market 👇
Most of our competitors are running expensive reasoning models for every task — even the simple ones that could easily be handled by lightweight models like LLAMA-7B or GPT-5nano.

They use massive models for code generation, too — burning through resources where it makes no economic sense.
And when it comes to data visualization, their process decomposition is… let’s just say painfully inefficient.

We took a different path.

Our system uses intelligent routing and specialized classifier models to pick the right model for the right job — reducing costs while actually improving precision in reasoning, planning, and algorithmic tasks.

We’ve also built a unified task manager shared between the user and the assistant.
This allows users to directly oversee the assistant’s processes, fine-tune execution quality, and manage performance in real time.

And as we mentioned in Story #2, our assistant continuously learns from prior interactions — becoming more context-aware, more personalized, and more efficient over time.

We believe true innovation isn’t about spending more compute —
it’s about thinking smarter, not bigger.

#AI #AIAssistant #LLM #Efficiency #Reasoning #IntelligentRouting #BuildInPublic #AIInnovation #SmartAI

[YAR @yar_chain]

Story #2 — Not a “Smart” Assistant

The current AI landscape is flooded with single-task solutions.
Projects like ManusAI, Suna, Genspark, Pythagora, and ClackyAI might call themselves “multi-agent systems,” but let’s be honest — they’re not smart. They’re mono-task assistants.

Here’s the core problem 👇
These platforms lack the ability to stay connected to the user’s real context.
Every new interaction starts from scratch — with no memory of previous actions, no awareness of ongoing processes, and no differentiation between personal and professional intent.

As a result, their “intelligence” is generic.
They act in a vacuum — not for you, but at you.

We’re changing that.

Our assistant is context-aware — it lives inside your workflow.
It understands the difference between your personal and business life.
It identifies patterns, extracts insights, and manages your data flow in real time.

Imagine this:
Your assistant can find a romantic restaurant for dinner with your wife 🍷, call to book the table, and — at the same time — identify potential business leads and message them on LinkedIn 💼.
It adapts its tone automatically — professional for work, casual and warm for personal matters.

That’s what we call a truly smart assistant — one that thinks, plans, reflects, and executes tasks more efficiently (and more cost-effectively) than any competitor.

Our goal is simple:
To give every user a tool that maximizes productivity — at a price that finally makes sense.

#AI #AIAssistant #Innovation #FutureOfWork #Automation #ContextAware #Productivity #BuildInPublic #SmartAI

[Sergey Salyuk @SalyukSergey]

@yar_chain Just like the assistant in Iron Man, only ours will be YAR.S.A.🚀

[YAR @yar_chain]

I’ve been digging into the last two Y Combinator batches — and here’s what I realized:
Everyone is chasing the AI hype. Every. Single. Startup.

But instead of deeply integrating AI into real business workflows, most of them just automate one process.
And that’s exactly how companies fall into the “death by a thousand cuts” trap — because automating 10–15 processes means buying 10–15 separate subscriptions, plus the overhead of connecting them all together.

Of course, no one wants that. But until now, there hasn’t really been an alternative.

That’s why we’re building what we call the Ecosystem AI Agent — a product that solves two critical problems:
1️⃣ Universal agents don’t understand the specifics of niche tasks.
2️⃣ Niche agents don’t understand higher-level management logic.

I’d love to share a few real cases, but that would turn this post into a long read — and kill the magic of what’s coming next.

Let’s just say this: we’ve designed a new agent architecture that works equally well for specialized tasks and future management systems.

Stay tuned — the future of AI workflows is about to change. 🚀

#AI #YCombinator #startups #innovation #automation #futureofwork #founders

[Orynai @Orynai11]

@yar_chain There is no limit to perfection🔥🔥 You are our genius, Sergey💪🏻💪🏻You have already implemented so many cool projects, and I already have goosebumps from this new idea of yours and I am very glad to be a part of this✊🏻✊🏻😍😍

[YAR @yar_chain]

I’m a fan of complex projects.

Yeah, I know — every investor and every founder loves to say:
“Just build an MVP fast and raise your round.”
But here’s the thing — I use 10–20 products that followed that path, and I’m not happy with any of them.
Doesn’t matter who built them — Google, OpenAI, Microsoft, Apple, or an indie dev.

I want to build products I actually enjoy using myself.

I allow myself to create something that hundreds of thousands of people will truly need, and something most of them will love from the very first minute they try it.

I’m genuinely happy to build something big, something meaningful, something that helps every single user become better.

#startups #founder #productdesign #innovation #MVP #buildinpublic #vision #tech #founderlife

[YAR @yar_chain]

The moment of our public launch is getting closer — every day we’re spending more time perfecting UI/UX and less time adding new features.
We’re polishing prompts, running comparisons, measuring how much time and money users save, and exploring which cases are only possible in our system (and not in others).

And I think it’s finally time to start sharing what makes our product truly different.
Starting today, I’ll tell one story every day.

***
Here’s Story #1 — “Not a Personal Assistant.”

⸻

Our competitors are building personal AI assistants — powerful, multifunctional, but completely disconnected from the real world.

They can’t take a call.
They can’t talk to someone on your behalf in a chat.
They can’t transcribe or summarize your meeting.
They can’t join Zoom or Google Meet.
They can’t manage cross-posting, content planning, or help you write messages and emails.

Sure — they can do some of these things, if you connect 10–20 different services. But a single assistant? Nope.
And the worst part? You can’t make that assistant truly yours.

Our product can.

We call it Skill Agents — lightweight AI agents that specialize in one or a few small tasks, activating only when needed by the main AI.

They’re not MCPs. They don’t clog up context windows or waste resources.
They work like muscle memory — always ready, automatically supporting your workflow without you even noticing.

Skill Agents learn to be useful specifically for you, exactly where you need them most.

⸻

This is how we’re redefining what “personal AI” really means.

#AI #ProductLaunch #Innovation #SkillAgents #Automation #FutureOfWork #AIAssistant #Startup #BuildInPublic

[YAR @yar_chain]

https://t.co/uguWXtLsca will support 35 leading platforms…
I want to take a moment to express my gratitude to Telegram, Discord, Pinterest, Medium, Reddit, Snapchat, and others for their robust support with RSS, Webhook and direct API requests.
On the flip side, let’s not overlook the challenges posed by Meta (Facebook, Instagram, Threads, WhatsApp), TikTok, and YouTube, which have made our efforts significantly more difficult. We’re determined to overcome these obstacles and reach new heights!
P.S. Easy to say - for someone we want to say “Thank you, guys”, for someone else “Burn in hell, madafakas”.

[YAR @yar_chain]

We understand that this might sound a little unconventional, but we truly believe that we are creating more than just a SaaS service. What we're building is a fresh social media infrastructure designed specifically for opinion leaders and their fans. We know how frustrating ads and endless scrolls can be, so our focus is on providing a curated data flow tailored to your preferences. It's an exciting new approach that we hope will resonate with you.
P.S. We still want to share $1000 with you.

[YAR @yar_chain]

Exciting news ahead! 🌟

Next Monday marks the launch of our closed test for a groundbreaking social monitoring service designed to elevate the value of https://t.co/uguWXtM01I for our community. We've gained a deep understanding of our product, features, and the incredible clients who inspire us.

This is more than just a project—it's your opportunity to enhance your community and spark the next big idea that will revolutionize the web3 landscape! We're on a mission with a clear vision to tackle one of the biggest challenges in the web3 space.

And it all begins with a small yet powerful step: https://t.co/uguWXtM01I.

Join us on this amazing journey and together, let’s create impactful changes that will pave the way for mass crypto adoption. Your voice matters—let’s make waves in the industry! 🚀

[YAR @yar_chain]

#GOTOTHEDARKSIDE - this is your dark theme promo code.
How you can use it:
1. Log In to your account
2. Choose profile that you want to submit this code.
3. Click on "Sun" button in the right high corner
4. Enter this code
5. Click "Activate" button.
6. Observe your profile look clicking "View".
7. Remember: you can submit this promo code only once for each your profile.
8. If you don't like presented theme, click "Reset" button.

[YAR @yar_chain]

Oh, common. It’s easy. We need just 100 likes for this tweet: https://t.co/2Iptt7LOEi

[YAR @yar_chain]

🚀 Are you a fan of your https://t.co/WoEWjIxIpv emoji profile and love the sleek vibe of a dark theme? Let’s aim for 100 likes on this tweet! 🎉 Once we hit that goal, we’ll be giving away an exclusive promo code to transform your profile into a stunning dark masterpiece! Don’t miss out – let’s make it happen! 🌟

[YAR @yar_chain]

The new season of #Airdrop will be open soon, so soon. Register your free https://t.co/r0ul6vgjy3 account and wait for the next update this week.