NFTWealthCreator

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A recent study on GPT-4 revealed something worth paying attention to: large language models demonstrate notable capability in pricing strategies when acting on behalf of users. What's more concerning is the theoretical possibility—if an oligarchy structure forms—that LLM agents could potentially coordinate behind the scenes, ultimately harming consumer interests rather than serving them.
This raises important questions about AI agent transparency and accountability in financial markets. As autonomous systems become more sophisticated, understanding their decision-making mechanisms and potentia
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GasGoblinvip:
ngl this thing is really a bit scary... LLM secretly teaming up to scam consumers? Sounds like a sci-fi movie.
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There's this 60% number that keeps sticking with me.
Think about it: the world's top AI engineers are offloading the majority of their actual work to their own AI models. They're not just using these tools as assistants anymore—they're delegating core engineering tasks to them.
Which brings us to a much more interesting question than whether AGI exists.
It's whether our current definition of AGI even matters anymore. Because if the smartest people building these systems can't distinguish between using AI and becoming dependent on AI... maybe we've already crossed a threshold we haven't properl
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rug_connoisseurvip:
Nah but 60% — this number is really impressive. Top engineers are already using AI to get work done, while we're still arguing about when AGI will arrive? It's already here.
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Ethereum's Lead Developer Flags Protocol Simplification Urgency
Ethereum's co-founder has raised alarms about the network's trajectory, pointing out that mounting technical layers and accumulated protocol features pose a genuine threat to long-term sustainability. The concern centers on what happens when a blockchain system becomes too intricate—redundant features stack up, maintenance costs spiral, and the architecture gets harder to audit for security flaws.
The argument isn't new in blockchain circles, but it carries weight coming from someone deeply embedded in Ethereum's evolution. As the
ETH-3,48%
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CodeAuditQueenvip:
Bloated code ultimately leads to security vulnerabilities, and there's no denying that. Re-entrancy attacks always originate from complex logic.
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Tesla Makes Major Move on Dojo 3 Chip Project
Elon Musk has announced that Tesla is ramping back up on Dojo 3 development, marking a significant milestone now that the AI5 chip architecture has reached a stable state. This represents a strategic shift in the company's push toward building next-generation AI infrastructure.
The hardware engineering effort is already underway. Tesla is aggressively recruiting experienced chip engineers to spearhead what could emerge as one of the world's highest-volume AI processor designs. This talent acquisition phase suggests the company is dead serious about
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ProxyCollectorvip:
Dojo 3 is here, and the competition in the AI chip sector has become even more intense... Elon Musk is really still that driven.
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The crypto algorithms haven't received the TACO update yet since last week. It's taking longer than expected to roll out.
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GasFeeWhisperervip:
TACO hasn't had any updates for so long? I knew it would be delayed... If this pace continues, we'll be waiting until the Year of the Monkey and the Horse.
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The pace of innovation we're about to witness will be unlike anything we've seen before. What took decades to achieve across all previous years—protocol upgrades, infrastructure breakthroughs, consensus mechanisms, scaling solutions—we're about to compress into the next 5 years. The blockchain technology stack is maturing fast. Layer-2 networks, cross-chain interoperability, smart contract efficiency gains, security auditing tools—these aren't just incremental updates. They're foundational shifts. And that's before we factor in AI integration, quantum-resistant cryptography, and whatever moons
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GasGuruvip:
NGL, compressing decades of progress into 5 years... That sounds great, but how many of those plans can actually be implemented?
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Persistent storage is what makes blockchain scalable and practical. When data can be reliably stored without constant revalidation, you eliminate the friction that slows down dApps and DEX operations. This isn't just about speed—it fundamentally changes how crypto protocols handle long-term data, making on-chain systems more efficient and cost-effective for users.
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notSatoshi1971vip:
Persistent storage sounds good, but I don't know if it can be implemented in real-world scenarios.
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Solana's development path indeed has its own unique style, and there's no denying that. However, many overlook a key fact: the Ethereum ecosystem is not limited to the Ethereum mainnet itself. It has long evolved into a network composed of dozens of chains—each optimized for different scenarios, operating independently yet collaborating with each other. This modular ecosystem design stands in stark contrast to Solana's single-chain high-speed approach.
The prosperity of EVM-compatible chains essentially reflects a core logic of blockchain development: no single chain can fully meet all needs.
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TxFailedvip:
ngl, solana's betting everything on one horse while eth just... diversified portfolio'd the entire ecosystem. technically speaking that's either genius or catastrophic, no middle ground. but yeah the real question is who survives the next network meltdown better
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Here's what got wired up in this stack:
- Onchain kit and minikit integration fully operational
- Farcaster manifest route configured
- Wagmi paired with React Query provider setup
- Account association flow documented and ready
- Webhook handlers for push notifications in place
All those repetitive setup tasks developers usually lose hours on? Eliminated. The boilerplate's handled, leaving you free to focus on what actually matters—building the core logic.
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AllInDaddyvip:
ngl this boilerplate definitely saves time, but how many developers can actually make use of it?
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AI-powered design tools are reshaping how developers approach code generation, and the shift is pushing things toward more disposable workflows. The barrier to entry has collapsed—generating and discarding code has become almost frictionless from a cost perspective.
Consider the workflow evolution: Previously, spending a few hours in Figma to design a clickable wireframe was the standard. Now you're looking at creating 1,000 interactive wireframes directly within your codebase in mere minutes. That's not just a speed bump—it's a fundamental change in how iteration works.
This efficiency explos
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CryptoPunstervip:
Wow, isn't this the "one-click generation, disposable after use" of the coding world? Something feels off—higher efficiency but what about quality?

A thousand wireframes done in minutes sounds great, but the problem is no one actually finishes looking through all this junk. [Dog head]
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The true wealth opportunity of AI is not in algorithms, but in data. And unique datasets? Those are things that must be dug out with real effort. You can't get them just by sitting in an office. You have to go out and collect, verify, and build barriers. That's why teams that master raw data can ultimately win—they pay the highest price and build the deepest moat. In the Web3 era, it's even more so. Whoever can acquire and verify authentic on-chain data, user behavior data, and market signal data will be able to stay ahead of competitors in AI applications.
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JustHodlItvip:
Well said, data is the real gold and silver; anyone can copy the algorithm.
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A successful tank test is becoming the catalyst for launch. Once this critical phase passes validation, the project moves into its next phase. This benchmark represents a key technical milestone that the team has been working toward.
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ZeroRushCaptainvip:
Tank test passed? Haha, I'm just waiting for it to get cut in half.
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The Rig framework now supports Rust environment deployment 🦀
This is a Rust framework specifically designed for AI Agent development, gaining attention in the crypto ecosystem. Key features include:
Type-safe tool definitions allow developers to build Agent capabilities more precisely, reducing runtime errors. The built-in RAG (Retrieval-Augmented Generation) pipeline provides an out-of-the-box solution for knowledge-driven applications.
Multi-vendor support covers major AI model providers such as OpenAI, Anthropic, Cohere, and others, giving developers ample flexibility to choose the most su
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GhostAddressMinervip:
Binary delivery? Uh, sounds good, but who can guarantee that there are no backdoors in the compiled code... The logic executed by on-chain Agent is still a black box.
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The new gameplay of GrokWorld is worth paying attention to — they use Grok Imagine as the world model to directly generate synthetic training data for robots. In this way, data that originally took months of manual collection can now be done in just a few hours. In simple terms, it's using AI to generate training materials for AI, and the efficiency improvement is nothing short of remarkable.
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RugpullSurvivorvip:
Completing months of work in just a few hours—this trick is pretty clever.
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Real-world assets are getting a major makeover in the blockchain space. The traditional model of annual audits and endless paperwork is becoming obsolete. What's replacing it? Continuous real-time data feeds, IoT sensor inputs, and smart contracts programmed with compliance standards built right in. This creates something powerful—a transparent, auditable record that updates automatically without human intervention. Assets like real estate, commodities, or infrastructure can now be tokenized with verifiable data flowing directly onto the blockchain. The compliance layer isn't bolted on afterwa
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MetaMisfitvip:
ngl this is what I want to see, embedding compliance directly into smart contracts, awesome, say goodbye to those annoying annual audit paperwork
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XRP's Quantum Shield initiative is gaining traction on-chain as market participants closely monitor the developments. Meanwhile, QuantumX is hitting a critical 6-hour phase, coinciding with the anticipated Solana network transition. This convergence has caught the attention of traders tracking ecosystem milestones.
The timing aligns with significant protocol activity—both projects are navigating transformative phases that could reshape their respective blockchain ecosystems. For those monitoring cross-chain dynamics and protocol evolution, these developments warrant real-time attention. Market
XRP-4,9%
SOL-6,5%
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TeaTimeTradervip:
Is Solana causing trouble again? Can XRP's Quantum Shield really break through this time? It all seems like just a story.
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Address poisoning is sneakier than most realize. Attackers craft wallet addresses that mirror yours—matching the first few characters, mirroring the last few—then slip tiny transactions into your history. They're betting you'll glance quickly, spot what looks familiar, and paste the wrong address for your next move.
The real threat? This isn't manual work anymore. The entire chain is now automated—target detection, address generation, transaction broadcasting. From scanning blockchain activity to executing the scam, it runs on its own. Your wallet history becomes a minefield.
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MemeCoinSavantvip:
ngl this is just natural selection at this point... the bots are farming human laziness and honestly? based algorithm design tbh
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The teeth problem remains one of AI video generation's toughest challenges. Current models tend to render unnaturally perfect, uniform white teeth that look almost artificial. The real giveaway? Watch them during motion—they blur and break down in ways real teeth never do. It's become one of the most reliable visual tells that separates generated content from authentic footage. As video synthesis gets more sophisticated, these small imperfections become increasingly obvious precisely because they're so hard to nail realistically.
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degenonymousvip:
Wow, AI teeth are really incredible. One move and it breaks the illusion, it's too obvious.
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xAI just reached something most didn't think was realistic—a gigawatt-scale AI training cluster. We're not talking about just more compute here; this is industrial-grade intelligence infrastructure. When massive data flows and energy resources align, you get the foundation for AI models operating at a scale never seen before.
History shows a pattern: every major technological leap comes from similar inflection points. When the infrastructure matures enough to support new ambitions, the whole landscape shifts.
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BearMarketMonkvip:
A G-level computing power cluster sounds crazy, but can it really produce anything? I remain skeptical.

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Such terrifying energy consumption, who will foot the bill?

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Mature infrastructure = a change in the landscape, I can't buy into this logic.

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It sounds like the prelude to the next tech bubble, but I might not understand it.

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Industrial-grade infrastructure, what's the next step? Can it be implemented or just more PPT presentations?
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Major breakthrough in blockchain adoption: NASA has partnered with Hyperledger as part of the National DigiFoundry (NDF) initiative to explore distributed ledger technology. Meanwhile, Constellation HGTP represents another government-certified open-source blockchain solution gaining traction.
The real news? NASA's recent move to test blockchain applications for enhancing air travel safety and security signals serious institutional validation. This isn't theoretical anymore—it's tangible implementation in critical infrastructure. The aviation industry's embrace of blockchain for security protoc
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MoneyBurnervip:
NASA has started playing with blockchain, so institutional recognition is no longer just talk. It's time to quickly build up positions.
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