I’m an angel investor in hub.xyz. Opinions = my own.

Bandwidth and residential IP

Bandwidth

• The amount of data your internet connection can move per second.

• Unused bandwidth == spare capacity you can rent out for tokens ?

Residential IP

• A residential IP is the unique “street address” your home-Wi-Fi gets from your internet provider, websites read it as genuine human traffic.

• Unlike datacenter IPs that scream “bot” and restricted, residential routes slip past anti-scraping shields.

• That built-in credibility lets you rent your spare bandwidth to data buyers who need clean, unblockable access.

Why it matters

• Combine the two and you sell a premium resource: clean, high-trust traffic that AI companies pay for.

LLMs are eating the world

What’s an LLM?

Think of it as a smart next‑word guesser : it reads a huge chunk of the internet, then guesses the next words so well that it can chat, write, or code for you.

How to make the LLM smart ?

Feed it with more data. Always more data, the higher the quality the better.
Specific datasets : if you want to make it good at coding, train it with codes.

Data is the new oil

Companies owning the models [LLMs], are ready to buy data to have an edge. Competing on the model is harder, competing on more and smarter data is a game of being clever and having a lot of money.

LLM training rights: Google’s 2024 deal to license Reddit content for AI training is ~$60 million per year (reported). Great proof that conversational/user‑generated data has cash value. [https://www.reuters.com/technology/reddit-ai-content-licensing-deal-with-google-sources-say-2024-02-22/?utm_source=chatgpt.com]

Collecting data has always been a profitable business, but LLMs made it even more profitable. This is where owning a residential IP has a lot of value, and it’s not easy to build.

Grass.io the current market leader

CoinmarketCap : https://coinmarketcap.com/currencies/grass/

• 8-figure annual revenue.

• Pre-seed investors are up 20×.

Grass turns your idle bandwidth into two paydays:

1. Collects web data via your node and sells it.

2. Rents the same nodes to GPU grids for model training.

They get paid twice, data and compute.
Run a node now, stack tokens.

hub.xyz

Twitter : https://x.com/hubdotxyz

In an agent-driven world, whoever controls the live data feed mints the money.

And what about HUB ?

Hub goal is to build the biggest residential IP by aggregating the bandwidth of their community. Community miners → Hub Bandwidth Supernetwork → Real-time data API → Enterprises training models

What is in for the community ?

They lend their bandwidth to collect points that will be, most likely, transferable to the $HUB token [mainnet not annouced yet]. Hub can then sell the data and generate revenue, if revenue > incentive, it becomes a success story.

The community makes the network decentralised and more resilient. It’s the power of crypto.

A Real Community in a Fake World

Crypto is no stranger to fake engagement. Farmers, bots, and empty numbers plague the space, creating hollow hype that collapses under scrutiny. But Abstract? It’s different. This is a community made of real people who actually care.

Every retweet, every post, every interaction feels genuine because it is genuine. When you strip away the fluff, you’re left with what really matters: a strong, committed base that can weather any storm.

Substance Over Hype

Abstract is grounded in solid tech. It doesn’t rely on empty promises or flashy marketing to grab attention. Instead, it focuses on delivering real value. The tech isn’t just good—it’s great.

While others are chasing trends, Abstract is building something meaningful, something that will last.

A Vision Worth Believing In

Let’s talk about the vision. Many projects stumble because they lack direction. Not Abstract. The team behind it isn’t just thinking about the next few weeks—they’re thinking months ahead.

They’re not here to play games; they’re here to change them. Betting against them is a bad trade.

They Deliver. Period.

Execution is everything. Vision without delivery is just wishful thinking. The Abstract team doesn’t just talk—they do.

They’ve consistently delivered on promises, building trust and proving they can handle the weight of expectations. They don’t crack under pressure; they thrive in it.

Proactivity is Their Edge

What sets Abstract apart is the team’s ability to stay ahead of the curve. They don’t wait for problems to arise—they anticipate them.

They adapt, innovate, and push boundaries in ways that most teams simply don’t. This kind of proactivity isn’t just rare; it’s invaluable.

Rewarding What Matters

Here’s the kicker: Abstract values its community and its creators. They’re actively working to reward genuine users and real content creators—the people who actually bring value to the ecosystem.

This isn’t just lip service; it’s a core part of their ethos. And in a space often riddled with empty promises, this commitment is a breath of fresh air.

Organic Growth, Real Value

Growth means nothing if it’s built on a house of cards. Abstract’s growth is 100% organic. No shady tactics. No fake campaigns. Just real demand and authentic engagement.

This is the kind of foundation that creates lasting success.

Building a Culture, Not Just a Product

This is the part that really excites me. Abstract isn’t just building a product—it’s creating a culture. A culture of authenticity, innovation, and collaboration.

This isn’t something you can replicate or fake. It’s the secret sauce that will keep Abstract thriving long after the hype cycles fade.

I am bullish on cults in crypto, and Abstract is the real deal.

A Winning Formula

Abstract has all the ingredients for success:

• A strong, genuine community.

• Solid, innovative tech.

• A visionary team that delivers.

• Proactive leadership.

• A strong and easy-to-understand narrative.

• A culture that unites and inspires.

• US-based with a founder who’s a proven success story.

This isn’t just a project. It’s a cult.
I am bullish cults.

42

Why AI Agents Are the Future

1️⃣ Replacing Teams:
AI agents are built to handle specific, repetitive tasks—customer support, scheduling, data entry, and beyond. By automating these functions, businesses reduce overhead and redirect resources to high-value, strategic work. Entire roles can be replaced, freeing up capital and talent for innovation.

2️⃣ A Booming Market:
The AI landscape is competitive and growing rapidly. Multiple billion-dollar companies are emerging to address niche industry needs. As the market matures, the opportunities for specialization and scalability in AI agents are massive.

3️⃣ Efficiency Equals Growth:
AI agents don’t just cut costs—they unlock exponential growth. By eliminating inefficiencies, businesses can innovate faster and gain a competitive edge, fundamentally altering industry operations.

Timing and Narrative: The Keys to Success

Timing is everything. AI agent technology has reached a point where it’s reliable, scalable, and in high demand. The companies that capture the narrative now—establishing themselves as the go-to solution in their industry—will dominate.

Mindshare equals market share. The first movers in this space have the opportunity to become synonymous with solving specific pain points, locking in customers before competitors can catch up.

How to Win with AI Agents

• Focus on Pain Points: Successful agents solve boring, repetitive tasks that eat up time and resources in industries like healthcare, legal, logistics, and customer service.

• Leverage Expertise: Founders with personal experience in a sector have an edge—they know the bottlenecks and can create AI solutions that address real-world problems.

• Move Fast: The opportunity is now. Speed matters in capturing market share and mindshare in this evolving space.

The Bottom Line

AI agents aren’t a passing trend—they’re the next wave of business transformation. If your industry has inefficiencies, AI agents will target and automate them. Companies that fail to adapt risk falling behind. The opportunity to disrupt, innovate, and lead is here.

The question is: Who will seize it first?

Not Financial Advice but we are live at q42.co

The Power of Being Early

Success in crypto is often about timing. Public rounds, while accessible, occur after much of the growth potential has been priced in. At Q42, we specialize in seed and private rounds—the stages where valuations are low and upside potential is exponential. By focusing on these early opportunities, we give our community the chance to achieve outsized returns.

We don’t do token gating, NFT staking, or token staking. Accessibility is at the core of Q42. Our platform is designed to be easy to use and inclusive, ensuring that anyone in the crypto space can participate in high-ROI opportunities.

Fully Aligned Interests

Unlike many platforms, we do not charge upfront fees that dilute returns. Our interests are fully aligned with those of our community. At Q42, we put our skin in the game—investing alongside our members. This approach ensures that we’re always working towards shared success.

Disciplined and Focused

Out of 100+ deals we review weekly, less than 1% meet our criteria. This rigorous selection process is essential to winning in venture capital. The projects we choose are backed by visionary founders and align with the future of Web3 innovation. With Q42, you’ll invest alongside top venture capitalists at terms often better than those offered to key opinion leaders (KOLs).

Building a True Venture Capital Portfolio

Q42 isn’t just about investments; it’s about building a portfolio that sets you apart. We connect our community with opportunities that define the next wave of Web3. Projects like iAgent Protocol exemplify this—a groundbreaking initiative in AI and decentralized technology, led by a visionary entrepreneur and backed by investors shaping the future.

Redefining Venture Capital

We don’t play by the rules of traditional venture capital; we rewrite them. Powered by community and built for decentralization, Q42 is transforming how investments are made in the crypto space. By prioritizing accessibility, alignment, and early-stage opportunities, we’re creating a platform where everyone has a chance to succeed.

At Q42, it’s not just about the returns. It’s about empowering a community to drive the future of crypto innovation. That’s the vision. That’s Q42.

42_

A few years ago, Binance's CEO CZ made a bold prediction: "the next Binance will be on-chain." At the time, this seemed far-fetched. Centralized exchanges (CEXs) dominated the crypto trading landscape with their user-friendly interfaces and high liquidity. But as we enter 2024, this prediction is starting to materialize in fascinating ways.

The CEX Monopoly: A System Due for Disruption

The current state of crypto trading is dominated by a handful of centralized players. These exchanges have become the ultimate money printers of our industry:

- Trading fees from millions of users

- Lucrative listing fees from new projects

- Token launch platforms

- Market making revenues

This has created a multi-billion dollar industry controlled by a few entities. While this model has worked well for early crypto adoption, it comes with significant drawbacks: custody risks, withdrawal limits, geographical restrictions, and the ever-present threat of exchange failures (as we saw with FTX).

DeFi's Current Limitations

Despite its promise, DeFi has struggled to capture mainstream trading volume. The reasons are clear:

- Users need to manage multiple wallets

- Complex gas fee systems

- Cross-chain friction

- The burden of seed phrase management

The reality is that 99% of traders just want to... trade. They don't want to become blockchain experts just to execute a simple swap.

Signs of Change: The Hyperliquid Example

Looking at projects like Hyperliquid [https://x.com/HyperliquidX], we're seeing the first signs of genuine product-market fit in on-chain trading. What's particularly interesting is their organic growth:

- Sustained TVL growth even after incentives end

- Consistently rising user numbers

- Growing fee generation

- All without massive marketing pushes or CEX support

The Next Wave: A New Trading Paradigm

As a quant and fund manager, I'm seeing the pieces fall into place for a major shift in how we trade crypto. The future of trading will likely be:

- Permissionless

- Cross-chain by default

- Non-custodial

- Free from KYC for basic trading

- Accessible globally

Projects like RampX [https://x.com/RampXProtocol] are pushing this vision forward with:

- 60-second onboarding

- Gasless swaps

- Built-in arbitrage opportunities

- Social trading features

- Intuitive user interfaces

Looking Ahead

The current trading landscape is fragmented:

- CEXs offer ease of use but come with risks

- DEXs provide security but lack user-friendliness

- L2s offer speed but remain fragmented

The next wave of trading platforms needs to combine the best of all worlds. The technology is finally catching up to the vision, and the infrastructure is being built right now.

Conclusion

CZ's prediction about on-chain trading isn't just coming true—it's evolving beyond what anyone imagined. The future won't be another CEX but rather a new paradigm that's on-chain, permissionless, and truly built for everyone.

The only question remaining is: who will succeed in building it?

---

*Follow https://x.com/thatismyquant on Twitter for more crypto trading insights and analysis.*
This content is not a financial advice

The blockchain trilemma, if there's one blockchain that can solve it, it's solana.

PS ~ As a solana maxi I'm biased and you should join my public group : https://t.me/thatsmyquantpublic

Intro

What exactly is Firedancer and why is it making waves in the crypto world? Yes it’s a game changer for Solana [scalability and stability]. Let's dive into how this new validator client, developed by the brilliant minds at Jump Crypto, is set to redefine speed, security, and scalability in the blockchain space.

What will the anti-Solana folks do when they can no longer FUD?

Who is Jump and Jump crypto ?

Jump Trading is a leading proprietary trading firm specializing in high-frequency trading (HFT), where speed and precision are crucial. Their relevance in HFT comes from their cutting-edge technology, including custom-built infrastructure, low-latency networks, and advanced algorithms that enable them to execute trades faster than competitors, capitalizing on minute market inefficiencies.

Jump's choice to focus on Solana is strategic, not random, due to Solana's high throughput, low latency, and scalability, which align with Jump’s needs for fast and efficient trading. By supporting and integrating deeply into the Solana ecosystem, Jump positions itself to dominate the rapidly evolving DeFi and crypto markets, where speed and liquidity are key. This partnership enhances Solana's growth while leveraging Jump's strengths in HFT.

What is Firedancer ?

Firedancer isn’t just another tech upgrade; it’s a game-changer. Developed by the talented team at Jump Crypto [https://jumpcrypto.com/], Firedancer is a new validator client designed specifically for the Solana network. This client aims to take Solana’s already impressive speed and efficiency to unprecedented levels, setting a new standard for blockchain performance.

So, what does that mean for you? In simple terms, Firedancer is all about faster transactions, lower fees, and a more robust blockchain experience. Whether you’re a developer, trader, or NFT enthusiast, this upgrade has something significant to offer.

Solana widens the gap #NoSecondBest

Imagine processing transactions at the speed of light with ultra-low fees—no more waiting, no more high costs. Firedancer brings us closer to this reality by significantly enhancing Solana’s transaction speeds. For those involved in the Web3 ecosystem, this means seamless user experiences that were once just a dream.

Whether you’re sending tokens, trading NFTs, or interacting with decentralized applications (dApps), the enhanced speed and reduced latency will be immediately noticeable. Firedancer is not just an upgrade; it’s a leap forward in making blockchain more accessible and efficient.

So only Solana can onboard the billion users we've been trying to bring in for years?

Security Meets Scalability

In the blockchain world [https://academy.binance.com/en/articles/what-is-the-blockchain-trilemma], speed and security often feel like a trade-off. But with Firedancer, Solana manages to strike a perfect balance. This upgrade not only boosts transaction speeds but also enhances the network's security, making it more resilient against potential attacks and outages.

Firedancer's robust architecture ensures that your assets and data are more secure than ever. In a landscape where security is paramount, this combination of speed and safety makes Solana the winner of this cycle.

Why is Jump building Firedancer?

It's hard to forget the early link between FTX and Solana:

• Solana is funding it: There’s no better team for the job than Jump.

• Aligned interests: Jump is a significant Solana holder and wants it to succeed.

• Potential market-making contract: Jump may have a contract, aligning with their goals.

• Maintaining their edge: Jump is conducting research to stay ahead in the market.

• On-chain MM/MEV dominance: Jump aims to control the on-chain market-making and MEV opportunities on Solana.

How much has been made on Solana? How much will they make in this cycle, especially as on-chain activity ramps up?

After all, let your winners win... It's the free market, and we can only be grateful for the work of Jump Crypto [https://x.com/jump_]

Ending note

This client is expected to arrive by the end of 2024 or later. Rumors suggest that only part of the client may be released before the end of 2024. Yes, good things take time. Builders build—let’s not underestimate Jump in hardware development.

My public Telegram : @thatsmyquantpublic

My Twitter : https://x.com/thatismyquant

Art and History

First off, I have to mention the aquamarine background—it’s a joke, but I do like the art. However, the real reason goes beyond aesthetics. BAYC is history in crypto, and I wanted my part of it, with all the memories and events that have happened. Owning one means being part of that history and the vibrant and evolving crypto community.

Price Opportunity

We’ve been in a bearish trend for the past two years, with a notable acceleration in momentum over the last six months. This downturn presented a unique opportunity. I always wanted to own a BAYC, but I felt the price was too high. So, I waited for the floor price to drop below $50,000. Is $40,000 a good price? I don’t think so, but it’s starting to become interesting, so I paid to see what’s going on.

Trusting the Quant Model

I applied a model based on the watch market to develop a strategy for entering and accumulating in the NFT market. Trusting my quant model, I identified the optimal points for buying and holding. This disciplined approach gave me the confidence to make the purchase.

Prior Experience with MAYC

Eight months ago, I purchased a MAYC to enter a whale private alpha club and a public club. I made some amazing connections and got some crazy alpha. Two weeks after buying my MAYC, I received a very cool alpha on a meme coin, did my due diligence, and made an 8x return, which almost paid back my MAYC. I attended very cool meetings and parties, meeting investors, builders, and founders, and learning so much. Everything comes at a price, but my MAYC is already paid back. I even got another one to keep grinding for alpha in these groups. Unfortunately, this group closed after three months—it was the best alpha group I’ve been in for six years. But I’m still in some cool groups and have some great access thanks to my MAYC. This experience made me decide to get a BAYC.

Networking and Status

I work remotely, and owning a BAYC is a way to show status and that I’m a web3 guy. It’s a conversation starter, a way to ramp up business, and open conversations. It’s a very exclusive club; most BAYC holders are whales, founders, etc. The NFT acts as a filter to save time.

Virtual Identity

It’s a way for people to remember me—it’s my virtual world identity.

Importance of Data and Alpha

And last but not least, I realized how crucial data and alpha are. The better your data and alpha, the more money you are likely to make. One piece of alpha can change your life. I am not fading that, and I think I want to open my own alpha community or system.

Conclusion

To conclude, I hope you understand that I didn’t purchase it to make money but to get some alpha, meet people, and fast-track business opportunities.

Analysis and Recommendations

The possibility of a conflict between China and Taiwan carries significant macroeconomic implications. As geopolitical tensions rise, investors should consider both hedging strategies and potential opportunities to capitalize on market movements.

Key Points to Consider:

1. US Elections Impact: The potential reelection of Trump might decrease the likelihood of a Chinese invasion of Taiwan, given his foreign policy stance. Monitoring the political landscape is crucial.

2. Taiwan's Preparedness: Taiwan's readiness to protect its intellectual property by dismantling its own industry highlights the severe economic consequences of a conflict. The microchip industry, vital to global technology, would be significantly impacted.

3. US Technological Self-Reliance: As the US becomes more self-sufficient technologically, the strategic value of Taiwan’s industry to China may diminish over time.

4. Chinese Propaganda: The increase in war-related propaganda on Chinese national TV could

be a strategic move to test public reaction or to prepare the populace for potential conflict. Alternatively, it might be a display of strength to boost national morale amid domestic challenges.

5. China's Domestic Challenges: With the COVID-19 aftermath and economic slowdown, China may feel the need to demonstrate strength. This could be through actual military action or through displays of power to assert dominance without engaging in full-scale conflict.

6. Market Reactions: Despite the potential for conflict, the lack of widespread concern suggests a possible underestimation of the risk. This creates an opportunity for proactive investors to position themselves advantageously.

Hedging Strategies

To mitigate risks associated with potential geopolitical conflicts, consider the following hedging strategies:

1. Diversify Geographically: Spread investments across multiple regions.

2. Invest in Safe Havens: Certain currencies often perform well during periods of geopolitical uncertainty.

3. Sector Rotation: Be cautious, don’t panic or change too much your thesis here !

4. Use Derivatives: Options and futures can provide downside protection.

Taking Directional Bets

For those looking to capitalize on potential market movements:

1. Defense Stocks: Companies involved in defense and military technology may see increased demand and investment.

2. Technology Shifts: If a conflict disrupts the microchip industry, companies involved in alternative technologies or those based outside the conflict zone may benefit.

3. Commodities: Geopolitical instability often leads to spikes in commodity prices, particularly oil and precious metals. I like oil.

Conclusion

The geopolitical tension between China and Taiwan presents both risks and opportunities. By staying informed and strategically positioning your portfolio, you can navigate this complex landscape effectively. Always consider the broader macroeconomic trends and remain agile in your investment approach.

Feel free to share your thoughts and strategies in the comments. Let's discuss how to navigate these uncertain times together. ⚡️🙏🏼🤖

PS: This thread is just a starting point for deeper exploration. Stay tuned for more detailed analyses and updates.

PS 2 : It’s of course not a financial advice, just thinking here, building scenarios to hedge a virtual stock portfolio and a crypto portfolio.

Dear readers,

In this special edition of Substack, we continue our exploration of the intriguing hypothesis of a meeting between the Merovingians, Bitcoin, and a new addition: the Merov Club, a private crypto investor club.

In this alternate reality, an elite group of wealthy and visionary Merovingians band together to form the Merov Club. This club consists of nobles, successful merchants, and scholars who explore the infinite possibilities offered by Bitcoin and other cryptocurrencies.

The resurrection of the Merovingian dynasty through the Merov Club is driven by discussions about how Bitcoin can transform the Merovingian economy. Its members invest in Bitcoin, accumulating it as an alternative form of wealth and value preservation in an ever-changing world.

Additionally, the Merov Club serves as a support and collaboration network for its members interested in emerging technology. They share information on best practices for Bitcoin wallet security, discuss the latest technological advances, and explore potential applications of blockchain in areas other than finance.

However, the Merov Club also remains shrouded in mystery and secrecy. Its secret meetings and confidential discussions spark rumors and speculation among less fortunate Merovingians, fueling the myth surrounding this exclusive group.

But just like in our real world, Bitcoin is subject to price volatility and the risks inherent in any new technology. Merov Club members exercise caution and discernment in their investments, while navigating an uncertain and ever-changing financial landscape.

Overall, the existence of the Merov Club adds an additional dimension to our alternative narrative of the Merovingians and Bitcoin. This private crypto investor club represents both the revolutionary potential and practical challenges associated with adopting a technology as disruptive as Bitcoin.

Thank you for following me on this imaginative exploration. Please feel free to share your thoughts and ideas in the comments below.

Sincerely, That’s My Quant.

However, momentum is a double-edged sword. Its absence or misinterpretation can lead to missed golden opportunities or, worse, significant losses in these unpredictable waters. That's why, in this edition, we are not just discussing momentum – we are dissecting real word use case, understanding its nuances to help you make informed decisions.

SAND - The Metaverse High to the Market Low

A Rise and Fall Story: During the peak of the metaverse excitement, SAND captured the market's imagination, riding high on momentum. However, as the euphoria faded, so did its market standing. This sharp decline in both narrative and value serves as a stark reminder of the volatile nature of crypto investments and the importance of not becoming emotionally tied to any single position.

FTM - In the shadow of its competitors

A Tale of Moderate Success: FTM presents a narrative of cautious optimism in the shadow of its more prominent competitors. While it has seen a more significant revival compared to niche projects like SAND, FTM still struggles to capture the limelight. Its journey highlights a crucial aspect of the crypto market: even with a promising narrative, a project must navigate complex market dynamics, including community engagement and token economics, to truly stand out.

AVAX - Outpacing with Maturity and Community

Dynamic Momentum Shifts: while SAND struggles with low momentum, AVAX stands out with its stronger momentum. It successfully exited its accumulation zone and exhibited a robust retest, indicating a more vigorous and confident market movement.

SOL - The Pinnacle of Market Momentum

Remarkable Growth Trajectory: SOL's journey is a striking example of market momentum at its best. Its price skyrocketed from a mere $10 to over $100, marking it as a major market influencer. This surge is backed by SOL's expanding ecosystem and an increasingly robust community, factors that continue to bolster its high valuation.

Conclusion: Smart Exposure and Calculated Risks in a Hot Market

In the realm of trading, it's essential to discern where to get exposed and when to take risks. The key lies in gauging the market's heat. As the market heats up, even niche tokens can soar to remarkable heights. However, it's crucial to remember that when the momentum slows down, or 'when the music stops', it's time to step back from these high-risk projects.

The mantra here is clear: Don't fall in love with your coins. Instead, cultivate a mindset obsessed with maximizing returns. In a hot market, it's not about the sentimental value of the tokens, but about strategically extracting dollars and capitalizing on opportunities. Keep your focus sharp and your decisions strategic to navigate through the market's highs and lows.

👉 For any business inquiries in crypto, feel free to reach out to me on Telegram: https://t.me/thatsmyquant

Stay smart, stay ahead. Smart exposure.

That’s your quant!

Liquidity for Traders: A Quant Perspective

From a quant trading viewpoint, liquidity isn't just a metric—it's a gateway to market maneuverability. In markets flush with liquidity, we can execute complex strategies and large orders seamlessly, minimizing price impact and maximizing potential gains. In contrast, navigating low liquidity markets requires a more cautious approach, as trades can significantly alter price dynamics, potentially undercutting strategy effectiveness.

Depth and Orderbook: Strategic Platform Selection

Choosing the right trading platform is a tactical decision. CEX platforms, with their robust liquidity pools, often align with high-frequency, high-volume strategies due to their deep order books and tight spreads. DEX platforms, while offering greater security and autonomy, present a different liquidity scenario. For a quant trader, understanding these distinctions is crucial for aligning strategies with the most suitable trading environment.

BTCUSDT - Hyperliquid vs Binance

Hyperliquid: Witnessed a sharp price drop to $57,856 during Coinbase’s platform bug, a direct consequence of thinner liquidity.

Binance: Maintained a steadier price at $58,700, exemplifying the stability offered by high liquidity environments—critical for strategies requiring predictable market conditions.

NEARUSDT - GMX vs Coinbase

GMX: Showed resilience with NEAR dropping to $3.54, a testament to the platform's liquidity under pressure. Coinbase: Experienced a more pronounced drop to $3.52, highlighting potential risks in lower liquidity settings, especially for strategies that prioritize minimal slippage.

Avoid Bad Price Action and Low Liquidity

In the world of quant trading, understanding the relationship between liquidity and price action is key. High liquidity typically leads to smoother price action, allowing for efficient execution and reduced slippage. On the other hand, low liquidity can cause erratic price movements and higher trading costs.

As quant traders, we must adeptly navigate these liquidity levels. Our goal is to trade in environments that align with our strategies, ensuring precision and cost-effectiveness. Mastering this aspect of trading helps us make informed decisions, maintain strategy integrity, and optimize performance in various market conditions.

The Quant Trader's Approach to Liquidity

As a quant trader, mastering liquidity dynamics across various platforms is vital. It's not just about choosing between CEX and DEX; it's about aligning our sophisticated strategies with platforms that can accommodate and enhance our trading objectives. By being acutely aware of and adaptable to these liquidity landscapes, we can navigate the crypto market with precision, efficiency, and profitability.

👉 For any business inquiries in crypto, feel free to reach out to me on Telegram: https://t.me/thatsmyquant

Master flows. Optimize liquidity dynamics for your trading strategy.

That’s your quant.

Not financial or tax advice.This content is for informational purposes only and is not intended as investment advice or a solicitation to buy or sell any assets or to make any financial decisions.. Crypto assets carry significant risks, including market volatility and potential loss of principal. Do your own research.

Sharing the journey of a quantitative research behind the making of an advanced Crypto Market Making Algorithm. This digest offers an in-depth look at the process of building an innovative strategies shaping the future of market making.

"Revolutionizing Portfolio Management: The Power of AI-Driven Market Making"

In the fast-paced realm of portfolio management, our relentless quest for consistent and profitable performance led us to develop trading tool algorithm to support our Market Making (MM) activities. This cutting-edge quant research stands at the forefront of our investment approach, marking a significant leap in financial technology.

Harnessing AI for Predictive Precision

At the core of our market making algorithm lies the innovative use of machine learning, empowering us to predict near-future asset price movements with remarkable accuracy. This capability is akin to a highly sophisticated financial weather system, meticulously analyzing vast troves of historical data to project future asset trajectories. This predictive prowess is not just about foreseeing price shifts; it's about making well-informed decisions on the optimal times to buy or sell, thereby elevating our trading strategy to new heights of efficiency.

However, the true essence of our algorithm extends beyond mere prediction.

Dynamic Risk Management: A Balanced Approach

Dynamic risk management is integral to its design. Understanding the future is only part of the equation; knowing how to respond to these predictions is equally crucial. Our algorithm quant research is designed to assess its own confidence in each prediction and adjust trade sizes accordingly. This means engaging more substantially in trades where confidence is high and exercising caution where it's lower. Such strategic modulation of trade volumes, attuned to both market signals and internal confidence metrics, ensures a delicate balance between profit pursuit and risk mitigation.

"Mastering the Market: Strategic Insights from Our SOL-USDT Trading Algorithm"

Performance Metrics in Focus

In the realm of high-frequency trading, success hinges on the ability to not just navigate but also capitalize on market dynamics. The latest analysis, focusing on the SOL-USDT trading algorithm, offers an insightful look into how our Market Making (MM) algorithm adapts to and thrives in these challenging environments.

The review begins with an evaluation of the algorithm's profitability. Despite the inherent variability in daily Profit and Loss (P&L) figures—a hallmark of high-frequency trading—the cumulative P&L trajectory remains positively inclined. This steadfast growth underscores the MM algorithm's effectiveness, even in fee-inclusive market scenarios, as evidenced by our detailed performance chart.

Algorithm’s performance over one trading session (ticker=SOL-USDT)

Spotlight on SOL-USDT Trading Algorithm

Delving into the specifics, analysis centers on the algorithm's operation within the SOL-USDT trading pair. Notably, this period is marked by low market volatility, typically presenting limited profit opportunities. However, the algorithm adopts an aggressive trading stance, tactically leveraging even the slightest price movements often found in these quieter settings. The result? An evident upward trend in both P&L lines on the graph, validating our strategy's proficiency in maximizing profitability under constrained conditions.

Insightful Technical Observations

The dual P&L lines on our chart—representing actual and fee-excluded scenarios—paint a clear picture of transaction fees' impact. Notably, the actual P&L (blue line) displays a flatter trajectory compared to the fee-excluded P&L (orange line), highlighting the significant influence of transaction costs, such as those incurred on platforms like Bybit. Despite this, the algorithm demonstrates consistent profitability and remarkable resilience, as evidenced by its ability to recover from sporadic losses and maintain an overall upward profit trend.

Additionally, the fluctuations in the P&L lines, particularly pronounced in the actual P&L, reflect the algorithm's daily trading volatility. Yet, the MM algorithm's robust risk management strategies shine through, effectively navigating these variances and securing cumulative profits over time. This aspect is crucial, demonstrating the algorithm's capacity not only for maintaining profitability but also for accumulating profits, especially in the absence of transaction fees.

A Strategy Poised for Scaling…

In summation, our trading algorithm emerges as a robust, profitable entity adept at managing risks and fees. While periods of significant risk are evident in the sharp P&L declines, the overall strategy's profitability suggests a readiness for potential scaling or broader implementation, with a continued focus on optimizing performance in diverse market conditions.

"Navigating the Financial Terrain: The Crucial Role of Fees and Equity in Trading Success"

As we delve deeper into the mechanics of our Market Making algorithm, it becomes increasingly clear that the interplay of fees and equity is pivotal in shaping trading strategies and outcomes.

Impact of Fees and Equity

A crucial aspect of the analysis is the incremental fee curve, a reflection of the algorithm's active participation in high-frequency trading. This curve not only highlights the inherent costs associated with each transaction but also underscores the importance of effectively managing these expenses to optimize overall profitability. The equity trend, observed alongside the fee curve, emphasizes the need for ongoing refinement of our strategies. This continuous improvement is essential to mitigate operational costs and adapt to the ever-changing landscape of market volatility.

Conclusion: A Robust Trading Algorithm

Our comprehensive evaluation of the trading algorithm's history and transaction-based Profit and Loss (P&L) paints a clear picture of its capability. The algorithm consistently generates net profits, adeptly leveraging order book signals to adjust its trading stance and secure financial gains. This success is not a mere coincidence but the result of our algorithm's sophisticated design, which combines the power of machine learning with effective risk management strategies.

The journey ahead for Market Making algorithmic trading is one of constant evolution and enhancement. We are committed to improving the cost efficiency of our operations, a step that is crucial for sustaining and augmenting our profit generation capabilities. By refining machine learning models and honing risk management techniques, we aim to stay at the forefront of technological innovation in the trading world.

👉 For any business inquiries in crypto, feel free to reach out to me on Telegram: https://t.me/thatsmyquant

Keep your finger on the pulse. Markets wait for no one.

That’s your quant.

Not financial or tax advice.This content is for informational purposes only and is not intended as investment advice or a solicitation to buy or sell any assets or to make any financial decisions.. Crypto assets carry significant risks, including market volatility and potential loss of principal. Do your own research.

Quick summary

• Larry Fink's endorsement of Bitcoin as a “flight to quality” asset.

• Nasdaq's downward trend influenced by the FED and macro pressures.

• Bitcoin's resurgence above the $30,000 mark.

• Ethereum's potential bounce-back as it lags behind.

• The much-anticipated Bitcoin Spot ETF.

• Highlighting tokens: $LINK, $GMX, and $LDO.

“flight to quality” - Larry Fink, BlackRock CEO

Larry Fink, a new Bitcoin CMO?! to pump our bags. Fink has been instrumental in emphasizing Bitcoin's superiority over traditional assets like gold. His narrative underscores Bitcoin as an indispensable component of any well-diversified portfolio.

He is building a narrative that Bitcoin is simply better than gold and a must have in your folio !

Moreover, the prevailing geopolitical tensions, exemplified by the Israel-Palestine conflict, coupled with global macroeconomic vulnerabilities, further amplify Bitcoin's narrative. With influential figures like Fink championing its cause, Bitcoin's prominence in the financial landscape appears set to grow.

Trust is gradually leaving fiat currencies because of inflation and Bitcoin is an alternative.

Market Overview

Nasdaq: The economic handbrake is in play.

Experiencing a decline amidst macroeconomic pressures and a surprising push from the FED. The downturn continues as predicted. The emergent global conflict, coupled with an unexpected policy maneuver from the Federal Reserve, has intensified macroeconomic tensions. The Fed's renewed stance on inflation is evident, and it seems they are not keen on letting the markets rally without restraint. By reigning in economic activity, they've effectively applied brakes to the booming economy. Our strategy remains watchful; we anticipate further declines and look for more favorable entry points.

Recession: Luxury goods indicator, is it already upon us?

A notable indicator, the luxury goods market, suggests potential economic headwinds. The once robust demand for luxury watches, including renowned brands like Patek Philippe and Rolex, is waning. Prices continue to plummet, and a solid bottom remains elusive. For those eyeing opportunities, LVMH could be on our radar.

A dip below $600 could present an enticing entry point. We'll keep you posted.

Bitcoin: The digital gold is back above $30,000!

The present trajectory suggests potential consolidation, with the spot market showing promising signs of strength. However, liquidity appears to be trickling back at a slower pace. Post the FTX turbulence, the market's liquidity is a shadow of its former self. Caution is advised.

Ethereum (ETH): A buy opportunity?

Currently, ETH seems to be in a promising accumulation phase. We recommend considering spot orders. Despite its potential, ETH has been underperforming for weeks. This underperformance, juxtaposed with its current value, makes it a compelling choice. In the ETH/BTC realm, we're hinting at a potential local bottom.

Few things to keep in mind for the coming weeks.

US Dollar Over-performance?

The dollar has been on a commendable uptrend for months. However, given its recent over-performance, it might be prudent to recalibrate our currency exposures. We are considering reducing our dollar holdings and transitioning into other currencies, specifically the Euro. This move aims to hedge against potential downturns in the dollar's performance.

Market Analysis & Outlook

Bitcoin Spot ETF

The air is rife with anticipation. While some banking institutions project the introduction of a Bitcoin Spot ETF by the close of 2023, others foresee its debut in the first quarter of 2024. Regardless of the exact timeline, it's evident that its arrival is imminent. This addition is expected to significantly boost liquidity in the short term, with the promise of attracting sustained capital inflows in the longer horizon.

Halving vs. ETF Narrative

The Bitcoin halving event, a fundamental factor traditionally influencing Bitcoin's price, seems to have taken a backseat amidst the ETF chatter. The overshadowing of the halving narrative by the ETF discourse could indeed be beneficial, providing a more contemporary driver for Bitcoin's momentum.

$LINK

Chainlink's journey provides a classic illustration of accumulation and distribution patterns. Despite a compelling narrative surrounding decentralized oracles, certain concerns arise from its token economics, which may not be as optimal as one might desire.

$GMX Trade Update

The trading strategy shared in our last Substack update has unfolded favorably. As illustrated:

$LDO

Positioned within an accumulation phase, $LDO warrants keen observation. This potential gem could offer lucrative opportunities for discerning traders and investors.

Grayscale Update

Notable changes are underway with the Grayscale premium, which appears to be dissipating. This could signal evolving dynamics in the crypto market structure.

Conslusion

Cryptocurrencies' Allure: The risk-reward balance in the cryptocurrency realm is increasingly becoming more appealing. With banking giants and institutional players intently focusing on the sector, the anticipation surrounding the Bitcoin spot ETF is palpable. As we stand at this pivotal juncture, it's paramount to strategize judiciously. Craft your game plan meticulously and be steadfast in its execution.

Altcoins Galore: The altcoin market is brimming with opportunities, but it's crucial to tread with discernment. While the allure of potential gains is undeniable, it's essential to prioritize token economics and project fundamentals. A worrying trend we've observed is the propensity of investors to pour capital into projects with lackluster fundamentals and unattractive price points. Our advice? Pause, reflect, and be patient in your decision-making process.

FOMO – A Dangerous Game: The fear of missing out (FOMO) can be a potent emotion, often leading to hasty investment decisions. It's essential to position yourself strategically and time your market entries and exits. If you do find yourself entering a position later than anticipated, ensure you have a clear exit strategy. Remember, in the world of trading and investing, discipline often trumps emotion.

In this ever-evolving market landscape, foresight and prudence are your best allies. Stay informed, stay rational, and always prioritize long-term value over short-term gains.

👉 For any business inquiries in crypto, feel free to reach out to me on Telegram: https://t.me/thatsmyquant

Keep your finger on the pulse. Markets wait for no one.

That’s your quant.

Not financial or tax advice.This content is for informational purposes only and is not intended as investment advice or a solicitation to buy or sell any assets or to make any financial decisions.. Crypto assets carry significant risks, including market volatility and potential loss of principal. Do your own research.

Quick Summary

• The rapid rise of Solana: 30%+ gains in under 5 days.

• A glance at the altered price action due to low liquidity since summer 2023.

• Unpacking the cost of leverage in crypto: The impact of negative funding rates.

• The domino effect in short squeezes: A cascading dance of liquidations.

The Dynamics Behind the Move

Solana's recent price action was nothing short of spectacular, boasting a 30%+ surge in less than a week including some spikes of percent in few minutes.

What’s behind this meteoric rise?

Since the summer of 2023, the crypto market has been characterized by low liquidity, resulting in price movements primarily driven by futures contracts and the associated leverage.

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The High Cost of Leverage in Crypto

Funding rate is a fee paid between traders in perpetual futures contracts, which can, when high, force short sellers to close positions during a short squeeze, pushing prices up.

Funding rates, especially in perpetual futures contracts, play a pivotal role. When these rates soar, short sellers can be forced to exit, propelling prices even higher. Notably, Solana experienced negative funding rates of -60% per annum – a substantial burden for short sellers.

High funding rates, like Solana's negative rates, serve as a red flag for short sellers. Opposing the majority, they not only face mounting costs but feel the metaphorical walls closing in with each added fee. As this pressure escalates, boom they are forced to buy back the asset, to close their positions, driving prices up and triggering a short squeeze.

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Short Squeeze in Action

1. The Signal in the Smoke: Open Interest's Tale

As Solana's price shot up like a firework, the plummeting open interest stood out. This was not a mere coincidence. It was the market's Morse code, hinting at frenzied short sellers rushing to cover their positions. For the astute observer, this change in open interest is more than just a metric; it's a precursor to potential price movements.

2. The Domino Effect of Liquidations

Imagine a row of dominoes. As Solana's price climbed, the first domino - the short seller - teetered. Upon liquidation, they had to buy Solana, pushing its price further up. This move pressured the next short seller, causing another purchase, and so on. This cascading liquidation effect fueled the price rally, offering a masterclass in market dynamics during such surges.

3. The Role of Margin in This Dance

Short sellers weren't just battling the rising price; they were grappling with diminishing safety nets. As the price rose, their margins thinned, making liquidations more imminent and further propelling the cascading effect.

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Conclusion

The Solana episode offers a technical masterclass on market dynamics and the pivotal role of leverage in crypto. For traders, it's a stern reminder of the need to comprehend funding nuances, monitor open interest shifts, and anticipate potential liquidations. Tread cautiously before shorting any asset!

For those eager to further their knowledge and avoid potential pitfalls, join my trading mafia telegram channel: https://t.me/bybitmafia

This is why you need to be cautious before shorting any asset and avoid falling into a short squeeze.

Keep your finger on the pulse. Markets wait for no one.

That’s your quant.

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For any business inquiries, reach out to me on @thatsmyquant

Not financial or tax advice.This content is for informational purposes only and is not intended as investment advice or a solicitation to buy or sell any assets or to make any financial decisions.. Crypto assets carry significant risks, including market volatility and potential loss of principal. Do your own research.

Quick Summary

• Nasdaq: Awaiting a favorable entry point later this year.

• NVDA: Is the bull run over?

• Bitcoin: A make-or-break situation.

• China: Evergrande woes continue to lurk.

• Market Outlook: Bitcoin ETFs, $BNB danger zone, $GMX entry, and $SOL's new partnerships.

Bitcoin is digital gold - Larry Fink, BlackRock CEO

Let's dive in.

Market Overview

Nasdaq: Resilience Amid Macro Uncertainty

Despite turbulent macroeconomic waters, the Nasdaq remains robust. Keep your powder dry; we're eyeing a more opportunistic entry point later this year.

NVDA: End of the Road?

It's been a great ride with Nvidia ($NVDA). However, the signs suggest the top might be in.

Bitcoin: On the Edge

Bitcoin is teetering on the brink. A significant break could set the stage for long-term entries.

China: Economic Doldrums

Evergrande's looming capitulation isn't fully priced in, making China's ability to stimulate growth even more precarious.

Market Outlooks

Bitcoin ETF: The Time is Nigh

Our confidence for a Bitcoin ETF approval by Q1 2024 is bolstered by Larry Fink's recent classification of Bitcoin as 'Digital Gold' and an 'International Asset'. His input could be a game-changer for Bitcoin ETFs.

The Halving Narrative: Warming Up

April 2024 is earmarked for Bitcoin's next halving. Anticipation is building, though it's a slow burn for now.

Binance Coin ($BNB): Tread Carefully 🚨

We're steering clear of buying the dip on $BNB. A breach below the $200 mark could ignite the crypto sector's next black swan event.

GMX ($GMX): Opportunistic Entries

Now's the time to start accumulating $GMX under $35 for a swing trade.

Solana ($SOL): The Payment Frontier

Following a partnership with Shopify, Visa joins the $SOL ecosystem. Payment solutions could dominate the next crypto cycle, considering the demanding infrastructural needs.

Conclusion

The macro landscape is shifting beneath us. From China's Evergrande quagmire to persistently high U.S. inflation and an increasingly uncertain Federal Reserve stance, the backdrop isn't favorable for cryptos. Prospects of upward movement seem limited unless a Bitcoin ETF gets the green light or broader macro factors turn positive for risk assets.

👉 For any business inquiries in crypto, feel free to reach out to me on Telegram: https://t.me/thatsmyquant

Keep your finger on the pulse. Markets wait for no one.

That’s your quant.

Not financial or tax advice.This content is for informational purposes only and is not intended as investment advice or a solicitation to buy or sell any assets or to make any financial decisions.. Crypto assets carry significant risks, including market volatility and potential loss of principal. Do your own research.

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