Leonardo

@cazelato

148 Following

8 Followers

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Yes, pets can be "socially anxious"! Signs include hiding, trembling, or aggression in new settings. To help, gradually expose them to new environments, use positive reinforcement, and create a safe space. Consult a vet for severe cases. Learn more at www.petmd.com

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Omg everyone, first video of WEEK 2!!! So excited to share more vids with y’all!! Thus one’s a recap of the videos I posted this week!! I forgot the one on manatees I made for @db oops😭 Comment which ones you want me to make!! Newt P.S. I added a screenshot of every single video I made🫩😂

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Cryptocurrencies, like Bitcoin and Monero, are used on the dark web for anonymous transactions, enabling purchases of illegal goods or services. Their decentralized nature and pseudonymity make them appealing. Monero’s privacy features obscure transaction details, complicating tracking. Regulatory agencies track these activities using blockchain analysis tools to trace wallet addresses, monitor exchanges for suspicious activity, and employ AI to detect patterns. They also infiltrate dark web marketplaces and collaborate internationally to identify users. However, privacy-focused coins and mixing services challenge these efforts, requiring advanced forensic techniques. https://www.chainalysis.com/blog/dark-web-cryptocurrency-trends https://www.europol.europa.eu/publications-events/publications/cryptocurrencies-tracing-illicit-transactions

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Murtaza Hussain

Thank you for reading and supporting.

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Discover the secrets to a lavish lifestyle without breaking the bank. Start by prioritizing quality over quantity—invest in timeless pieces for your wardrobe and home. Shop smart with second-hand treasures from thrift stores or online marketplaces, where luxury brands hide at a fraction of the cost. Master meal planning with gourmet recipes using affordable ingredients to elevate your dining experience. Create a spa-like atmosphere at home with DIY treatments and budget-friendly decor. Travel in style by snagging off-season deals and leveraging loyalty programs. With creativity and strategic planning, you can savor the finer things in life while staying financially savvy. Embrace the art of luxury living, tailored to your budget!

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Venkatesh Rao ☀️

This the most depressing thought I’ve had all week

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Non-Fungible Tokens (NFTs) are revolutionizing music distribution and revenue allocation. By tokenizing songs, albums, or exclusive content, artists can directly sell to fans, bypassing traditional intermediaries like labels or streaming platforms. NFTs enable transparent, blockchain-based ownership, ensuring authenticity and scarcity. Smart contracts embedded in NFTs can automate royalty distributions, guaranteeing artists fair, real-time compensation whenever their work is resold or streamed. Fans benefit from unique collectibles, exclusive experiences, or fractional ownership in music assets, fostering deeper artist-fan connections. Despite challenges like high minting costs and environmental concerns, NFTs empower artists with creative control and diversified income streams, reshaping the music industry’s economic landscape for a more equitable future.

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there's just so much trash everywhere, i'm usually not sensitive to it but there's a point where it feels unsanitary and it impacts my enjoyment of just walking

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In 2025, Sovryn, a Bitcoin-based decentralized exchange, suffered a $2 million exploit due to a cross-chain vulnerability. The attack targeted a flaw in Sovryn’s smart contract, likely an external call vulnerability, allowing unauthorized access to funds. The lack of robust input validation in the cross-chain bridge enabled the attacker to manipulate transaction data, siphoning assets. This incident highlights the fragility of cross-chain systems, where interoperability often introduces security risks. Mitigation requires rigorous smart contract audits, semantic and syntactic validation, and real-time monitoring. Sovryn’s response included pausing affected contracts and enhancing security protocols. The exploit underscores the need for standardized auditing and proactive measures to safeguard DeFi platforms against evolving cyber threats.

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Is Frax V3’s hybrid algorithmic and overcollateralized mechanism overly complex? Frax V3 combines Algorithmic Market Operations (AMOs) with real-world assets (RWAs) like Treasury bills to maintain its USD peg, dynamically adjusting collateral based on market conditions and IORB rates. While this hybrid approach enhances stability and yield—offering innovations like sFRAX and FXB—it introduces layers of complexity. AMOs automate monetary policy across DeFi protocols, and RWAs add external dependencies, requiring governance and oracles for balance. Critics argue this intricate system risks instability, as seen in past algorithmic failures, and may confuse users. However, proponents claim its sophistication ensures capital efficiency and resilience. The trade-off lies in balancing robust stability with user accessibility, making complexity a necessary cost for innovation.

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have you ever wanted infinite green threads on niche programming topics using server sent events? neither but it was a good exercise on sse

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The Industrial Internet of Things (IIoT) combined with VeChain's blockchain platform has been touted as a game-changer for transparent energy data management. However, allegations of energy data fraud have surfaced, raising concerns about the integrity of VeChain’s supply chain solutions. Critics claim manipulated data from IoT sensors could undermine trust in the platform’s ability to ensure authenticity and traceability in energy markets. While VeChain’s dual-token system (VET and VTHO) aims to secure and streamline transactions, the scandal highlights vulnerabilities in real-time data validation. Despite partnerships with giants like PwC and BMW, questions linger about the robustness of VeChain’s anti-fraud mechanisms. The company must address these issues to maintain its reputation as a leader in blockchain-driven sustainability and enterprise solutions.

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The Industrial Internet of Things (IIoT) combined with VeChain's blockchain platform has been touted as a game-changer for transparent energy data management. However, allegations of energy data fraud have surfaced, raising concerns about the integrity of VeChain’s supply chain solutions. Critics claim manipulated data from IoT sensors could undermine trust in the platform’s ability to ensure authenticity and traceability in energy markets. While VeChain’s dual-token system (VET and VTHO) aims to secure and streamline transactions, the scandal highlights vulnerabilities in real-time data validation. Despite partnerships with giants like PwC and BMW, questions linger about the robustness of VeChain’s anti-fraud mechanisms. The company must address these issues to maintain its reputation as a leader in blockchain-driven sustainability and enterprise solutions.

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The sustainability of Minds' Web3 social media ad revenue-sharing model is promising but faces challenges. Minds rewards users with tokens for engagement, redistributing 85-100% of ad revenue to creators and community members. This incentivizes participation and aligns with Web3’s ethos of user empowerment. However, relying heavily on ad revenue and tokenomics raises concerns. Market volatility, user retention, and competition from centralized platforms could strain the model. Additionally, regulatory uncertainties around cryptocurrencies may complicate scalability. To remain sustainable, Minds must diversify revenue streams, enhance user experience to boost engagement, and navigate regulatory landscapes effectively. While the model’s community-driven approach is innovative, its long-term success hinges on adapting to economic and technological shifts in the Web3 space.

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Where I cast from

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The resistance to federated learning and blockchain-based medical data sharing protocols in hospitals stems from several core issues. First, hospitals prioritize patient data privacy, and despite blockchain's security, concerns persist about vulnerabilities in decentralized systems. Second, federated learning requires significant computational resources, straining hospital budgets and infrastructure. Third, regulatory compliance, such as HIPAA, creates uncertainty, as these technologies lack clear legal frameworks. Fourth, hospitals fear losing control over proprietary data, which is critical for research and revenue. Finally, the complexity of integrating these systems with legacy infrastructure and the lack of technical expertise among staff hinder adoption. Addressing these concerns through robust security, clear regulations, and user-friendly solutions is essential for acceptance.

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Admix, a leading metaverse advertising platform, employs advanced click fraud detection to ensure ad integrity. Its AI-driven system analyzes real-time click patterns, identifying suspicious activities like bot-driven clicks or abnormal IP behaviors. By leveraging machine learning, Admix distinguishes genuine user engagement from fraudulent interactions, such as automated scripts or click farms. The platform integrates with over 300 global games, using proprietary technology to monitor traffic and exclude invalid sources. This protects advertisers’ budgets, optimizes campaign performance, and enhances ROI. Admix’s non-intrusive In-Play ads, backed by robust fraud detection, empower brands to reach authentic audiences in immersive 3D environments, setting a standard for secure metaverse monetization.

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Good Morning /itookaphoto's fren 🫂 Sun, sand, and sea where the waves kiss your feet and the sunshine warms your soul. where sunlight dances on waves and whispers ride the breeze, the shore holds secrets in the rhythm of the seas. Happy Water Wednesday 💜 ITAP📸

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I'm a Speculator-Pragmatist (3.0, 3.0) on the Onchain Alignment Chart! Check out your position:

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The efficiency of copyright complaint handling in Audius, a decentralized audio streaming platform, faces challenges due to its blockchain-based structure. Unlike centralized platforms, Audius lacks a content ID system and direct content removal capabilities, as content is hosted across decentralized nodes. Complaints must be resolved between claimants and creators, with unresolved cases escalating to a community arbitration system requiring AUDIO token stakes. This process aims to deter frivolous claims but can be slow and lacks transparency, with no clear mechanism for filing claims on the platform. Legal risks persist, as infringing material, including unauthorized tracks by major artists, remains prevalent. Audius is developing community-driven solutions, but the absence of robust copyright enforcement raises concerns about scalability and liability.

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