Khánh Linh

A simple life is finding peace in little things, freedom in doing what you love, and happiness in being true to yourself every day.
Contribute: @axisrobotics

[Khánh Linh @LinhTK2024]

Cảm ơn @axisrobotics rất nhiều vì món quà ý nghĩa này! 🎁

Mình thực sự rất vui khi nhận được nó. Chúc đội ngũ sẽ tiếp tục phát triển mạnh mẽ và đạt được nhiều thành tựu mới.

Mong sẽ tiếp tục đồng hành và chứng kiến những cột mốc tiếp theo của Axis Robotics 🥰
@chris_anm01

[Khánh Linh @LinhTK2024]

@axisrobotics introduced its growable data engine. When i first read it, i almost saw it as a technical detail. Not about collecting more robot data. Not about building a bigger dataset. But more like a design choice reflecting how the system shapes robustness.

Because most people think in a simple way: more data means better performance. But axis does not operate like that and it shows this through its structured collection, validation and semantic-preserving augmentation pipeline 🌟

The logic here is raw volume vs curated diversity. One approach scales data quantity. The other scales useful learning signals. The system does not reject volume, but it treats high-quality data as the real bottleneck. And the moment i understood that, it stopped feeling like a small detail.

Raw data increases size. Curated data increases generalization. So when looking at the growable data engine, it no longer feels like a feature, but a way the system directs learning outcomes 🌟

Which opens another layer.

Axis is expanding into a continuously evolving robot data ecosystem. When i first read it, i saw it as a roadmap item. Not about tools. Not about infrastructure. But a shift in how robotic intelligence is created.

Previously, progress came from collecting more demonstrations. But a growable data engine changes that 🌟

As new tasks, augmentations, and validation loops are added, the system becomes stronger. And once that became clear, the question was no longer how much data would be collected next, but how effectively it could improve robustness.

Early participants have advantage through access. People who understand the system have advantage through insight. People who contribute to the data loop have advantage through influence 🪢

How do people see this?
@chris_anm01

#PhysicalAI #Robotics #EmbodiedAI #MachineLearning

[Khánh Linh @LinhTK2024]

@bobbilee @arc @circle Mad respect to the team.

[Khánh Linh @LinhTK2024]

I usually choose bStocks, Pre-IPO Futures and Binance AI Pro 🥰

There was a time when I thought investing revolved around a single question: "Where is the market going?" The more experience I gained, the more I realized that wasn't the most important question.

bStocks broadened my perspective beyond crypto, giving me exposure to companies creating long-term value. Pre-IPO Futures, on the other hand, let me observe emerging trends before the market has fully priced them in 🌟

The biggest shift, however, came from Binance AI Pro. I started using AI not to find answers, but to challenge the way I make trading decisions. From optimizing TWAP execution to reduce slippage on BTC entries to building hedging scenarios for periods of heightened volatility, AI helped me think more systematically instead of reacting emotionally 😍

That's why I keep coming back to Binance. Not because I believe I'll always be right, but because it gives me the tools to make better decisions over time.

The market rewards being right once. Discipline rewards staying in the game.

#Binance #BinanceAI #bStocks

[Binance @binance]

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[Lecter @Lecter_XFinance]

Fireside Arc Vietnam Builders #3 🇻🇳 | Transaction Memos & our new dApp on Arc https://t.co/2N3QqGQLmt

[Khánh Linh @LinhTK2024]

@Lecter_XFinance @Arcvnbuilders Tuyệt vời luôn Híu ơi 😻

[Lecter @Lecter_XFinance]

🇻🇳 Livestream: Fireside Arc Việt Nam Builders #3 @Arcvnbuilders

Tiếp tục series Fireside Arc Builders, tuần này mình sẽ cùng trò chuyện với những builder đang tích cực đóng góp cho hệ sinh thái Arc và Web3.

🎙️ Host: @Lecter_XFinance

Cùng với Co-host:

🔥 Hieu Nguyen ( @0xhieuxyz )

Khách mời:

💎 BaoBao Gems ( @baobao_gems )— Builder & Speaker

⚡ Davey NFTs ( @DaveyNFTs_ ) — Builder & Speaker

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》Builder mindset: Từ ý tưởng đến triển khai sản phẩm thực tế.

》Arc Transaction Memos: Structured Context for Onchain Transactions

》Định hướng phát triển của cộng đồng Arc Việt Nam và những hoạt động sắp tới.

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[Jeremy Allaire - jerallaire.arc @jerallaire]

Arc’s privacy model is a huge step forward for mainstream use cases in onchain finance. Tune-in live for this session with Arc technical leadership.

[Khánh Linh @LinhTK2024]

@bobbilee @arc @JerryOjumah @douglascrypto @BrazillianCare @mous68881 @criptopoeta @ezgiyaltay Congrats 🥰🇻🇳

[Lecter @Lecter_XFinance]

🇻🇳 Meet up Vietnam @arc Community is coming

👀 Anh em thích Meet up ở đâu nào ?

👋 Những ai sẵn sàng tham gia nào anh em 👏👏

[Catapult Trade @letsCatapult]

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[Arc @arc]

Arc Transaction Memos are now available on Arc Testnet.

Memo-enabled calls add structured context to contract execution, preserve sender attribution, and only emit memo events when the contract call succeeds.

Use them to:
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Start building: https://t.co/09eTztWiuV

[Khánh Linh @LinhTK2024]

@bobbilee @arc If blockchains made value transferable without permission, programmable money could make financial logic executable without intermediaries. That’s a much bigger shift than it initially appears.

[Khánh Linh @LinhTK2024]

I've used many crypto wallets over the years and one challenge remains consistent: balancing convenience with usability.

After updating to @BinanceWallet Extension v1.17.2 and exploring its features, I found myself paying less attention to the wallet itself and more attention to what I wanted to do. That's usually a sign of good product design ⭐️

The Sports AI Assistant was a surprising addition. Rather than acting as a prediction tool, it provides another layer of understanding by analyzing trends, momentum shifts and sentiment around live matches. It makes the experience feel more interactive and engaging 🤩

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[Binance Wallet @BinanceWallet]

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[Khánh Linh @LinhTK2024]

@arc If money is programmable, credit will likely follow the same direction. The real challenge is not bringing credit onto the blockchain, but making credit rules trustworthy enough to operate at scale.

[Khánh Linh @LinhTK2024]

@arc is exploring programmable onchain credit, where lending and credit processes are powered by smart contracts and verifiable onchain data. The goal is to make credit more efficient, transparent and globally accessible 🪢

In my view, this is one of the more promising directions for DeFi. If executed well, it could lower barriers to capital access and reduce reliance on traditional intermediaries. That said, challenges around regulation, data quality and risk management will ultimately determine how far this model can scale 🧐

[Arc @arc]

The benefits of programmable onchain credit on Arc.

[Khánh Linh @LinhTK2024]

@bobbilee @arc Calling all builders 📣

[Khánh Linh @LinhTK2024]

The skill that works in both crypto and football, in my view, is patience in the face of short-term results.

A striker may miss several chances before scoring the decisive goal. In crypto, you may go through multiple wrong projects before finding the right opportunity. If you only focus on the outcome of a single match or a single trade, it's easy to make emotional decisions.

What often makes the difference is the ability to stay disciplined even when the rewards are not immediately visible.

@binance @BinanceAngels #WhoIsNumber9

[Binance Angels @BinanceAngels]

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The 20 most creative, accurate, and Binance-relevant posts win an equal share of 500 USDC.

The challenge is live until June 24th, 23:59 UTC.

🏆Your pitch. Your prize.

[Khánh Linh @LinhTK2024]

@Ryker_Crypto @yenbao_Ho Hi anh @Ryker_Crypto

0x78bc772c7135f2013ac1fdd3655b251c7f06ff69