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136 posts tagged with "Tech Innovation"

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Bitcoin Miners Transform into AI Infrastructure Giants: A 2026 Industry Shift

· 9 min read
Dora Noda
Software Engineer

What happens when the world's most energy-intensive industry discovers an even hungrier customer than Bitcoin? In 2026, we're watching the answer unfold in real-time as Bitcoin miners abandon their crypto-only strategies to become the backbone of artificial intelligence infrastructure, signing $65 billion in contracts with Microsoft, Google, and other tech giants along the way.

The transformation is so dramatic that some miners are projecting Bitcoin will account for less than 20% of their revenue by year-end—down from 85% just 18 months ago. This isn't a pivot; it's an industrial metamorphosis that could reshape both the crypto mining landscape and the global AI infrastructure race.

The DeepSeek Shock One Year Later: How AI's Sputnik Moment Transformed Crypto

· 8 min read
Dora Noda
Software Engineer

On January 27, 2025, Nvidia lost $589 billion in market cap in a single day—the largest one-day loss in U.S. stock market history. The culprit? A relatively unknown Chinese startup called DeepSeek had just released an AI model matching OpenAI's performance for 3% of the cost. Bitcoin crashed 6.5% below $100,000 as $300 billion evaporated from crypto markets. Pundits declared the AI-crypto thesis dead.

They were spectacularly wrong.

One year later, the AI-crypto market cap has stabilized above $50 billion, making it the top-performing segment in digital assets. Render rose 67% in the first week of 2026. Virtuals Protocol surged 23% in a single week. The DeepSeek shock didn't kill the AI-crypto sector—it forced a Darwinian evolution that separated speculation from substance.

The Day Everything Changed

The morning of January 27, 2025, started like any other Monday. Then investors discovered that DeepSeek had trained its R1 model—capable of matching or exceeding OpenAI's o1 on key benchmarks—for just $5.6 million. The implications sent shockwaves through every market dependent on the "AI scaling hypothesis": the belief that bigger models requiring more compute would always win.

Nvidia plunged 17%, wiping out nearly $600 billion. Broadcom fell 19%. ASML dropped 8%. The contagion spread to crypto within hours. Bitcoin slid from above $100,000 to $97,900. Ethereum plummeted 7% to test $3,000 support. AI-focused tokens suffered even more brutal losses—Render dropped 12.6%, Fetch.ai fell 10%, and GPU-sharing projects like Nodes.AI crashed 20%.

The logic seemed ironclad: if AI models no longer needed massive GPU clusters, why would anyone pay premium prices for decentralized compute networks? The entire value proposition of AI-crypto infrastructure appeared to collapse overnight.

Marc Andreessen later called it AI's "Sputnik moment." Like the 1957 Soviet satellite that forced America to reimagine its technological strategy, DeepSeek forced the entire AI industry to question fundamental assumptions about what it takes to build intelligence.

The Jevons Paradox Strikes Again

Within 48 hours, something unexpected happened. Nvidia recovered 8%, erasing nearly half its losses. By late 2025, Render and Aethir had climbed to near all-time highs. The AI-crypto narrative didn't die—it transformed.

The explanation lies in a 19th-century economic principle that Microsoft CEO Satya Nadella invoked on X the day after the crash: the Jevons Paradox.

In 1865, economist William Stanley Jevons observed that improvements in coal efficiency didn't reduce coal consumption—they increased it. More efficient steam engines made coal-powered machinery economically viable for more applications, driving total demand higher than ever.

The same dynamic now plays out in AI. DeepSeek's efficiency breakthrough didn't reduce demand for compute—it exploded it. When you can run a competitive AI model on consumer hardware, suddenly millions of developers who couldn't afford cloud GPU bills can deploy AI agents. The total addressable market for AI compute expanded dramatically.

"Instead, we saw no slowdown in spending in 2025," noted one industry analysis, "and as we look ahead, we foresee an acceleration of spending in 2026 and beyond."

By January 2026, GPU scarcity remains acute. SK Hynix, Micron, and Samsung have already allocated their entire 2026 high-bandwidth memory production. Nvidia's new Vera Rubin architecture, announced at CES 2026, promises even more efficient AI training—and the market's response has been to bid up GPU-sharing tokens another 20%.

From Compute to Inference: The Great Pivot

The DeepSeek shock did fundamentally change what matters in AI-crypto—just not in the way bears expected.

Before January 2025, AI-crypto tokens traded primarily as proxies for raw compute capacity. The pitch was simple: AI training needs GPUs, decentralized networks provide GPUs, therefore token prices follow GPU demand. This "compute maximalism" thesis collapsed when DeepSeek demonstrated that raw parameter counts and training budgets weren't everything.

What emerged in its place was far more sophisticated. The market began distinguishing between three categories of AI-crypto value:

Compute tokens focused on training infrastructure saw their premium compress. If a $6 million model can compete with a $100 million one, the moat around compute aggregation is thinner than assumed.

Inference tokens focused on running AI models in production gained prominence. Every efficiency gain in training increases the demand for inference at the edge. Projects pivoted to support "millions of smaller, specialized AI agents rather than a few massive LLMs."

Application tokens tied to actual AI agent revenue became the new darlings. The industry began tracking "Agentic GDP"—the total economic value generated by autonomous AI agents transacting on-chain. Projects like Virtuals Protocol and ai16z started processing millions in monthly revenue, proving that real utility, not speculative narratives, would determine survivor

The "DeepSeek Effect" purged projects that were "AI in name only" and forced the sector to optimize for "Intelligence per Joule" rather than raw parameter counts.

DeepSeek's Quiet Dominance

While Western investors panicked, DeepSeek methodically captured market share. By early 2026, the Hangzhou-based startup commands an estimated 89% market share in China and has established a dominant presence across the "Global South," offering high-intelligence API access at roughly 1/27th the price of Western competitors.

The company hasn't rested on its R1 success. DeepSeek-V3 arrived in mid-2025, followed by V3.1 in August and V3.2 in December. Internal benchmarks suggest V3.2 offers "performance equivalent to OpenAI's GPT-5."

Now, DeepSeek is preparing V4 for a mid-February 2026 release—timed, perhaps symbolically, around the Lunar New Year. Reports indicate V4 will outperform Claude and GPT in code generation and run on consumer-grade hardware: dual RTX 4090s or a single RTX 5090.

On the technical frontier, DeepSeek recently revealed "MODEL1" through updates to its FlashMLA codebase on GitHub—appearing 28 times across 114 files. The timing? The one-year anniversary of R1's release. The architecture suggests radical changes in memory optimization and computational efficiency.

A January 2026 research paper introduced "Manifold-Constrained Hyper-Connections," a training approach that DeepSeek's founder Liang Wenfeng claims could shape "the evolution of foundational models" by enabling models to scale without becoming unstable.

What the Recovery Reveals

Perhaps the most telling indicator of the AI-crypto sector's maturation is what it's building versus what it's hype.

In real-money crypto trading simulations conducted in January 2026, DeepSeek's AI turned $10,000 into $22,900—a 126% gain—through disciplined diversification. This wasn't hypothetical; it was measured against actual CoinMarketCap data.

Virtuals Protocol's January 2026 rally wasn't driven by speculation but by the launch of a decentralized AI marketplace providing "real-world use cases." Trading volume surged $1.9 billion in a single week.

The industry is closely watching inference-time scaling as "the next major battleground." While DeepSeek-V3 optimized pre-training, the focus has shifted to models that "think longer before they speak"—a paradigm that favors decentralized networks capable of supporting diverse, long-running AI agent workloads.

Lessons for Crypto Investors

The DeepSeek shock offers several lessons for navigating AI-crypto markets:

Efficiency doesn't destroy demand—it redirects it. The Jevons Paradox is real, but its benefits flow to projects positioned for the new efficiency frontier, not legacy compute aggregators.

Narratives lag reality. AI-crypto tokens crashed on the assumption that cheaper AI training meant less compute demand. The reality—that cheaper training enables more inference and broader AI adoption—took months to price in.

Utility beats speculation. Projects with real revenue from AI agent activity—tracked through "Agentic GDP"—have sustainably outperformed pure narrative plays. The shift "from speculation to utility" is now the sector's defining characteristic.

Open models win. DeepSeek's commitment to releasing models as open-weights has accelerated adoption and ecosystem development. The same dynamic favors decentralized crypto projects with transparent, permissionless access.

As one analysis noted: "You can be right about the Jevons paradox and still lose money investing in it." The key is identifying which specific projects benefit from efficiency-driven demand expansion, not just betting on the category.

What Comes Next

Looking ahead, several trends will define the AI-crypto sector in 2026:

The V4 release will test whether DeepSeek can maintain its cost-efficiency advantage while pushing toward GPT-5-class performance. Success could trigger another market recalibration.

Consumer AI agents running on RTX 5090s and Apple silicon will drive demand for decentralized inference networks optimized for edge deployment rather than cloud-scale training.

Agentic GDP tracking will become increasingly sophisticated, with on-chain analytics providing real-time visibility into which AI agent frameworks are generating actual economic activity.

Regulatory scrutiny of Chinese AI capabilities will intensify, potentially creating arbitrage opportunities for decentralized networks that can't be easily subjected to export controls or national security reviews.

The DeepSeek shock was the best thing that could have happened to AI-crypto. It purged speculation, forced a pivot to utility, and proved that efficiency improvements expand markets rather than contract them. One year later, the sector is leaner, more focused, and finally building toward the agentic economy that early believers always envisioned.

The question isn't whether AI agents will transact on-chain. It's which infrastructure they'll run on—and whether you're positioned for the answer.


BlockEden.xyz provides enterprise-grade blockchain API infrastructure for developers building AI-powered applications. As AI agents increasingly interact with blockchain networks, reliable RPC endpoints and data indexing become critical infrastructure. Explore our services to build on foundations designed for the agentic economy.

Jupiter's Final Jupuary: From $2 Billion in Airdrops to Solana's DeFi Super App

· 8 min read
Dora Noda
Software Engineer

What happens when a DEX aggregator evolves into an entire financial ecosystem? Jupiter is about to find out. With the final Jupuary snapshot on January 30, 2026, marking the conclusion of crypto's most generous airdrop program, Jupiter simultaneously launches JupUSD—a yield-bearing stablecoin backed by BlackRock's BUIDL Fund—signaling its transformation from Solana's routing layer to the chain's dominant DeFi super app.

The numbers tell a story of unprecedented scale: $716 billion in spot volume processed in 2025, 95% aggregator market share, and over $3 billion in TVL. But the real narrative isn't about past achievements—it's about whether Jupiter can successfully transition from rewarding users to retaining them.

The End of an Era: Jupuary's $2+ Billion Legacy

When Jupiter launched its governance token in January 2024, the first Jupuary airdrop dropped 1 billion JUP tokens to over one million wallets—worth approximately $2 billion at the token's all-time high of $2.04. It was one of the largest airdrops in crypto history, instantly creating a massive holder base and establishing Jupiter as more than just infrastructure.

The second Jupuary in January 2025 distributed 700 million JUP tokens valued at $616 million at launch. At peak prices that month, those tokens reached $791 million in value. Combined with the inaugural drop, Jupiter has distributed over $2.5 billion worth of tokens to its users.

But the final chapter tells a different story. For Jupuary 2026, the DAO voted to reduce the distribution from the approved 700 million to just 200 million JUP—a 71% reduction. At current prices around $0.80, this final airdrop is worth approximately $160 million.

The reasoning? Dilution prevention. With JUP trading 60% below its all-time high and having touched $0.37 in April 2025—a 82% drawdown from peak—the community prioritized token economics over distribution volume.

Final Jupuary 2026: What's Being Distributed

The 400 million JUP total allocation breaks down strategically:

Initial Distribution (200M JUP):

  • 170 million JUP to fee-paying users (swaps, perps, lending)
  • 30 million JUP to JUP stakers

Bonus Pool (200M JUP):

  • Reserved for users who hold and stake their initial airdrop allocation

Staker Rewards:

  • Base rate: 0.1 JUP per 1 JUP staked
  • Super Voter bonus: 0.3 JUP per 1 JUP staked (requires 13/17 votes)

The eligibility window closes January 30, 2026. Unlike previous airdrops that rewarded historical usage broadly, this final distribution focuses exclusively on fee-paying users and active governance participants—a clear signal that Jupiter wants engaged users, not passive speculators.

Additionally, 300 million tokens have been reserved for Jupnet, Jupiter's upcoming omnichain liquidity network.

JupUSD: The Yield-Bearing Stablecoin Play

On January 17, 2026, Jupiter launched JupUSD—and it's not just another stablecoin. The reserve structure reveals Jupiter's institutional ambitions:

Reserve Backing:

  • 90% in BlackRock's BUIDL Fund (US Treasury bonds)
  • 10% in USDC for liquidity

Yield Mechanics:

  • Annual yield: 4-4.5% (based on Treasury rates after fees)
  • Depositing JupUSD on Jupiter Lend mints jlJupUSD—a composable, yield-bearing token
  • jlJupUSD can be traded, used as collateral, and integrated across DeFi protocols

Jupiter calls it "the first stablecoin that actively returns native treasury yield to the ecosystem." The partnership with Ethena Labs for development and custody through Porto by Anchorage Digital adds institutional credibility, while audits from Offside Labs, Guardian Audits, and Pashov Audit Group address security concerns.

The Q1 2026 roadmap includes using JupUSD as collateral for prediction markets and deeper integration into lending/borrowing through jlJupUSD yield tokens.

The Super App Vision: Products Stacking on Products

Jupiter's evolution from aggregator to super app accelerated throughout 2025. The current product stack includes:

Core Trading:

  • DEX Aggregator (95% market share)
  • Perpetuals trading ($17.4B in 30-day notional volume as of November 2025)
  • Limit orders and DCA features

Money Markets:

  • Jupiter Lend (traditional borrow-lend)
  • Jupiter Offer Book (P2P lending, launching Q1 2026)

Value Accrual:

  • JupUSD stablecoin
  • JLP (liquidity provider token)
  • Active Staking Rewards (ASR) for governance participants

The Rain.fi acquisition in late 2025 adds peer-to-peer lending capabilities with 230,000 loans processed over four years. The new Jupiter Offer Book will allow users to set custom terms around any collateral—including meme coins, RWAs, and commodities—creating what Jupiter calls "a money market for every asset."

Jupnet: The Omnichain Bet

Perhaps Jupiter's most ambitious initiative is Jupnet, an omnichain liquidity network designed to aggregate cross-chain liquidity into a single decentralized ledger.

The three core components:

  1. DOVE Network: Decentralized oracle services
  2. Omnichain Distributed Ledger: Seamless cross-chain transactions
  3. Aggregated Decentralized Identity: Multi-factor authentication and account recovery

Jupiter's vision: one account accessing all chains, all currencies, and all commodities—the "1A3C vision." If successful, Jupnet could eliminate the need for traditional bridges, which have historically been DeFi's weakest security links.

Public testnet launched in Q4 2025, with the 300 million JUP allocation signaling serious commitment to cross-chain expansion.

Active Staking Rewards: The Retention Mechanism

With airdrops ending, Jupiter's retention strategy centers on Active Staking Rewards (ASR)—a governance-participation-based reward system.

How it works:

  • Stake JUP tokens (1 token = 1 vote)
  • Vote on governance proposals (fee adjustments, feature rollouts, partnerships)
  • Receive quarterly rewards proportional to voting participation

Recent distribution:

  • 50 million JUP + 7.5 million CLOUD distributed to active voters
  • 75% of launchpad fees added to reward pool

The formula ensures consistent participants accumulate more governance power over time. Even voting against winning proposals earns rewards—what matters is participation, not prediction.

The 30-day unlocking period for staked JUP creates natural holding pressure, while the automatic compounding of rewards into stakes builds long-term positions.

The Token Economics Reality Check

JUP's price performance since the second Jupuary has been challenging:

  • All-time high: $2.04 (January 2024)
  • Post-Jupuary 2025 low: $0.37 (April 2025)
  • Current price: ~$0.80

The DAO's decision to reduce Jupuary 2026 distribution from 700M to 200M JUP reflects lessons learned. The first two airdrops created immediate selling pressure as recipients liquidated tokens.

The tokenomics evolution includes:

  • Max supply reduced from 10 billion to 7 billion (30% burn approved)
  • Shift from broad distribution to targeted rewards
  • Focus on "Super Voters" who demonstrate consistent engagement

What This Means for Solana DeFi

Jupiter's transformation has implications beyond its own ecosystem:

Market Position:

  • 21% of Solana's total DeFi TVL
  • Daily trading volume exceeding $1.2 billion
  • Over $1 trillion in annualized activity across products

Leadership Evolution: The appointment of Xiao-Xiao J. Zhu (former KKR executive) as president signals institutional positioning. Her thesis: "Value in crypto is shifting from infrastructure to the application layer, where user experience, liquidity, and distribution are key."

Ecosystem Integration:

  • Selected as liquidity partner for Nansen's AI-powered trading execution (January 2026)
  • JupUSD integration expanding across Solana DeFi
  • Rain.fi droplets snapshot (December 2025) linking to JUP rewards

The Post-Airdrop Challenge

January 30, 2026 marks more than a snapshot date—it's Jupiter's transition from acquisition mode to retention mode. The protocol has spent over $2 billion in token distributions building its user base. Now it must prove that its product stack, yield opportunities, and governance rewards can maintain engagement without the promise of future airdrops.

The bull case: Jupiter has built a comprehensive DeFi ecosystem with real revenue (nearly $1 billion annualized from perps alone), institutional backing (BlackRock BUIDL for JupUSD), and network effects that make switching costly. The Super Voter system rewards long-term alignment.

The bear case: 90%+ of airdrop recipients historically sell within months. Without new token incentives, user activity could decline significantly. The stablecoin market is crowded, and cross-chain competition is intensifying.

Looking Forward

Jupiter's final Jupuary represents the end of crypto's most generous user acquisition strategy and the beginning of its most ambitious product expansion. With JupUSD, Jupnet, the Offer Book, and institutional partnerships, Jupiter is betting that it can evolve from the protocol that paid users to trade into the protocol users pay to access.

The snapshot closes January 30. After that, Jupiter's value proposition stands on its own—no airdrops, no promises, just products. Whether that's enough to maintain dominance in Solana DeFi will define not just Jupiter's future, but potentially the viability of super app strategies across crypto.


BlockEden.xyz provides robust RPC infrastructure for Solana developers building the next generation of DeFi applications. Whether you're integrating Jupiter's APIs or building your own aggregator, our Solana RPC services deliver the reliability your protocols demand.

Sei Giga Upgrade: From 10,000 to 200,000 TPS as Sei Abandons Cosmos for EVM-Only Chain

· 6 min read
Dora Noda
Software Engineer

When Sei launched in 2023, it positioned itself as the fastest Cosmos chain with 20,000 theoretical TPS. Two years later, the network is making its most aggressive bet yet: Giga, an upgrade targeting 200,000 TPS with sub-400ms finality—and a controversial decision to abandon Cosmos entirely in favor of becoming an EVM-only chain.

The timing matters. Monad promises 10,000 TPS with its parallel EVM launching in 2025. MegaETH claims 100,000+ TPS capability. Sei isn't just upgrading—it's racing to define what "fast" means for EVM-compatible blockchains before competitors establish the benchmark.

What Giga Actually Changes

Sei Giga represents a ground-up rebuild of the network's core architecture, scheduled for Q1 2026. The numbers tell the story of ambition:

Performance Targets:

  • 200,000 transactions per second (up from ~5,000-10,000 current)
  • Sub-400 millisecond finality (down from ~500ms)
  • 40x execution efficiency compared to standard EVM clients

Architectural Changes:

Multi-Proposer Consensus (Autobahn): Traditional single-leader consensus creates bottlenecks. Giga introduces Autobahn, where multiple validators simultaneously propose blocks across different shards. Think of it as parallel highways instead of a single road.

Custom EVM Client: Sei replaced the standard Go-based EVM with a custom client that separates state management from execution. This decoupling enables independent optimization of each component—similar to how databases separate storage engines from query processing.

Parallelized Execution: While other chains execute transactions sequentially, Giga processes non-conflicting transactions simultaneously. The execution engine identifies which transactions touch separate state and runs them in parallel.

Bounded MEV Design: Rather than fighting MEV, Sei implements "bounded" MEV where validators can extract value only within defined parameters, creating predictable transaction ordering.

The Controversial Cosmos Exit: SIP-3

Perhaps more significant than the performance upgrade is SIP-3—the Sei Improvement Proposal to deprecate CosmWasm and IBC support entirely by mid-2026.

What SIP-3 Proposes:

  • Remove CosmWasm (Rust-based smart contracts) runtime
  • Deprecate Inter-Blockchain Communication (IBC) protocol support
  • Transition Sei to a pure EVM chain
  • Require existing CosmWasm dApps to migrate to EVM

The Rationale:

Sei's team argues that maintaining two virtual machines (EVM and CosmWasm) creates engineering overhead that slows development. EVM dominates developer mindshare—over 70% of smart contract developers work primarily with Solidity. By going EVM-only, Sei can:

  1. Focus engineering resources on a single execution environment
  2. Attract more developers from the larger EVM ecosystem
  3. Simplify the codebase and reduce attack surface
  4. Maximize parallel execution optimizations

The Criticism:

Not everyone agrees. Cosmos ecosystem participants argue that IBC connectivity provides valuable cross-chain composability. CosmWasm developers face forced migration costs. Some critics suggest Sei is abandoning its differentiated positioning in favor of competing directly with Ethereum L2s.

The counterargument: Sei never achieved significant CosmWasm adoption. Most TVL and activity already runs on EVM. SIP-3 formalizes the reality rather than changing it.

Performance Context: The Parallel EVM Race

Sei Giga launches into an increasingly competitive parallel EVM landscape:

ChainTarget TPSStatusArchitecture
Sei Giga200,000Q1 2026Multi-proposer consensus
MegaETH100,000+TestnetReal-time processing
Monad10,0002025Parallel EVM
Solana65,000LiveProof of History

How Sei Compares:

vs. Monad: Monad's parallel EVM targets 10,000 TPS with 1-second finality. Sei claims 20x higher throughput with faster finality. However, Monad launches first, and real-world performance often differs from testnet numbers.

vs. MegaETH: MegaETH emphasizes "real-time" blockchain with 100,000+ TPS potential. Both chains target similar performance tiers, but MegaETH maintains EVM equivalence while Sei's custom client may have subtle compatibility differences.

vs. Solana: Solana's 65,000 TPS with 400ms finality represents the current high-performance benchmark. Sei's sub-400ms target would match Solana's speed while offering EVM compatibility that Solana lacks natively.

The honest assessment: All these numbers are theoretical or testnet results. Real-world performance depends on actual usage patterns, network conditions, and economic activity.

Current Ecosystem: TVL and Adoption

Sei's DeFi ecosystem has grown significantly, though not without volatility:

TVL Trajectory:

  • Peak: $688 million (early 2025)
  • Current: ~$455-500 million
  • YoY growth: Approximately 3x from late 2024

Leading Protocols:

  1. Yei Finance: Lending protocol dominating Sei DeFi
  2. DragonSwap: Primary DEX with significant volume
  3. Silo Finance: Cross-chain lending integration
  4. Various NFT/Gaming: Emerging but smaller

User Metrics:

  • Daily active addresses: ~50,000-100,000 (variable)
  • Transaction volume: Increasing but behind Solana/Base

The ecosystem remains smaller than established L1s but shows consistent growth. The question is whether Giga's performance improvements translate to proportional adoption increases.

Developer Implications

For developers considering Sei, Giga and SIP-3 create both opportunities and challenges:

Opportunities:

  • Standard Solidity development with extreme performance
  • Lower gas costs from efficiency improvements
  • Early mover advantage in high-performance EVM niche
  • Growing ecosystem with less competition than Ethereum mainnet

Challenges:

  • Custom EVM client may have subtle compatibility issues
  • Smaller user base than established chains
  • CosmWasm deprecation timeline creates migration pressure
  • Ecosystem tooling still maturing

Migration Path for CosmWasm Developers:

If SIP-3 passes, CosmWasm developers have until mid-2026 to:

  1. Port contracts to Solidity/Vyper
  2. Migrate to another Cosmos chain
  3. Accept deprecation and wind down

Sei has not announced specific migration assistance, though community discussions suggest potential grants or technical support.

Investment Considerations

Bull Case:

  • First-mover in 200,000 TPS EVM space
  • Clear technical roadmap with Q1 2026 delivery
  • EVM-only focus attracts larger developer pool
  • Performance moat against slower competitors

Bear Case:

  • Theoretical TPS rarely matches production reality
  • Competitors (Monad, MegaETH) launching with momentum
  • CosmWasm deprecation alienates existing developers
  • TVL growth hasn't matched performance claims

Key Metrics to Watch:

  • Testnet TPS and finality in real-world conditions
  • Developer activity post-SIP-3 announcement
  • TVL trajectory through Giga launch
  • Cross-chain bridge volume and integrations

What Happens Next

Q1 2026: Giga Launch

  • Multi-proposer consensus activation
  • 200,000 TPS target goes live
  • Custom EVM client deployment

Mid-2026: SIP-3 Implementation (if approved)

  • CosmWasm deprecation deadline
  • IBC support removal
  • Full transition to EVM-only

Key Questions:

  1. Will real-world TPS match 200,000 target?
  2. How many CosmWasm projects migrate vs. leave?
  3. Can Sei attract major DeFi protocols from Ethereum?
  4. Does performance translate to user adoption?

The Bigger Picture

Sei's Giga upgrade represents a bet that raw performance will differentiate in an increasingly crowded blockchain landscape. By abandoning Cosmos and going EVM-only, Sei is choosing focus over optionality—betting that EVM dominance makes other execution environments redundant.

Whether this bet pays off depends on execution (pun intended). The blockchain industry is littered with projects that promised revolutionary performance and delivered moderate improvements. Sei's Q1 2026 timeline will provide concrete data.

For developers and investors, Giga creates a clear decision point: believe Sei can deliver on 200,000 TPS and position accordingly, or wait for production proof before committing resources.

The parallel EVM race is officially underway. Sei just announced its entry speed.


BlockEden.xyz provides RPC infrastructure for high-performance blockchains including Sei Network. As parallel execution chains push throughput boundaries, reliable node infrastructure becomes critical for developers building latency-sensitive applications. Explore our API marketplace for Sei and other blockchain access.

TON's Telegram Takeover: How 500 Million Mini App Users Became Crypto's Largest Onramp

· 8 min read
Dora Noda
Software Engineer

The number that should worry every other blockchain: 3,100%. That's the growth in TON blockchain accounts over a single year—from 4 million to 128 million—driven almost entirely by games people play while waiting for coffee. When Hamster Kombat reached 300 million players and Notcoin onboarded 40 million users, they didn't just create viral moments. They proved that the path to a billion crypto users runs through messaging apps, not exchanges.

Now, with Telegram's exclusive partnership making TON the only blockchain for its mini app ecosystem and 500 million monthly active users already engaged, the question isn't whether TON will achieve mass adoption—it's whether the rest of crypto can catch up.

The Exclusive Partnership: What Changed in January 2025

On January 21, 2025, the TON Foundation announced an expansion that fundamentally altered the blockchain competitive landscape. TON became the exclusive blockchain infrastructure powering Telegram's Mini App Ecosystem, supporting Telegram's global user base of over 950 million monthly active users.

The exclusivity isn't just branding—it's enforced through technical requirements:

TON Connect Protocol: All mini apps using blockchain functionality must implement TON Connect, the exclusive protocol for linking Telegram Mini Apps to blockchain wallets. Apps not using TON had until February 21, 2025 to transition.

Payment Exclusivity: Toncoin remains the exclusive cryptocurrency for non-fiat payments on Telegram's platform, including Premium subscriptions, advertising, and the Telegram Gateway SMS verification alternative.

Wallet Integration: Telegram now offers a dual wallet experience—a custodial "Crypto Wallet" for simple transactions and a self-custodial TON Wallet that went live for US users in July 2025, giving users full control over private keys.

The strategic implication: any developer wanting to access Telegram's billion-user distribution must build on TON. That's not optional ecosystem participation—it's mandatory infrastructure.

The Mini App Revolution: From Games to Finance

Telegram Mini Apps (TMAs) are web applications built with HTML5 and JavaScript that run inside Telegram's interface. They behave like mobile websites but are embedded directly in the messenger, letting users play, earn, trade, and explore crypto tools without leaving conversations.

The numbers tell the adoption story:

  • 500 million monthly active users across Telegram Mini Apps
  • 214 million daily transactions at peak activity
  • 880,000+ daily active addresses on TON (up from 26,000 at start of 2024)
  • 350+ dApps in the ecosystem

The Viral Gaming Wave

Hamster Kombat: The tap-to-earn game where players run a hamster-operated crypto exchange reached 250-300 million users at peak—more than Binance's entire app user base. CEO Pavel Durov called it an "Internet Phenomenon."

Notcoin: Quickly gained 40 million users through its simple tap-mining mechanics, serving as the gateway drug for TON blockchain interaction.

Catizen: Demonstrated retention in a notoriously churn-heavy genre, with 34 million total users and 7 million daily active players.

While individual game user counts have declined from peaks (Hamster Kombat dropped to around 27 million active users), they accomplished their mission: creating habitual blockchain interaction for hundreds of millions of users.

USDT and Stablecoin Infrastructure

The TON ecosystem's stablecoin integration makes it uniquely positioned for real-world payments:

Tether Integration: USDT on TON launched at TOKEN2049 Dubai, with Tether CTO Paolo Ardoino and Pavel Durov celebrating instant, free USDT transfers between users. TON now hosts $1.43 billion in USDT issuance.

Zero-Fee Onboarding: TON Wallet offers 0% fees on USDT purchases via Apple Pay, Google Pay, and credit cards through MoonPay—arguably the most user-friendly stablecoin onramp available.

Free Transfers: Telegram introduced free USDT transfers between users, removing the friction that typically prevents stablecoin adoption for everyday payments.

Tokenized Assets: Users can now swap USDT for tokenized stocks and ETFs directly in TON Wallet, with fees temporarily waived until February 28, 2026.

The result: stablecoins become invisible infrastructure rather than a technical hurdle. Users send money like they send messages.

Cocoon AI: The Decentralized Compute Play

In November 2025, Pavel Durov unveiled Cocoon—the Confidential Compute Open Network—integrating AI with TON blockchain. The project represents TON's expansion beyond payments into decentralized infrastructure.

How Cocoon Works: GPU owners rent out computing power for AI tasks and receive TON tokens as compensation, with Telegram as the first major user.

Investment Scale: AlphaTON Capital committed $46 million to deploy 576 NVIDIA B300 AI chips via Cocoon, betting that privacy-focused compute on TON can capture a share of the exploding AI inference market.

Strategic Logic: Telegram needs AI capabilities for its billion-user platform. Rather than depending on centralized providers, Cocoon creates a decentralized alternative that aligns with TON's infrastructure vision.

The Cocoon launch signals that TON's ambitions extend far beyond payments—it's positioning itself as the backend for Telegram's entire technical stack.

TVL and DeFi: The Ecosystem Reality Check

For all the user growth, TON's DeFi metrics remain modest compared to larger chains:

TVL Trajectory:

  • January 2024: $76 million
  • July 2024: $740 million (peak)
  • December 2024: $248 million
  • Mid-2025: $600-650 million range
  • Current: ~$335 million

Leading Protocols by TVL:

  1. Tonstakers (liquid staking): $271 million
  2. Stonfi (DEX): $123 million
  3. EVAA Protocol: $68.5 million
  4. Dedust: $58.3 million

The TVL volatility reflects aggressive incentive programs on STON.fi and DeDust that attracted yield farmers who left when rewards decreased. The ecosystem is still finding sustainable DeFi demand beyond gaming speculation.

STON.fi launched a fully onchain DAO in 2025, enabling governance votes and token-based voting power. But overall DeFi TVL ($85-150 million in some periods) remains relatively low given the user base—suggesting most mini app users aren't yet participating in deeper financial activities.

The 2028 Vision: 500 Million Crypto Owners

TON Foundation President Manuel Stotz articulated the long-term vision: "We reiterate our ambition to empower over 500 million users before the end of the decade."

The roadmap to get there includes:

Technical Upgrades:

  • Jetton 2.0 tripled transaction speeds
  • Network targeting 100k+ TPS scalability
  • TON Teleport (Bitcoin bridge) for cross-chain DeFi

Cross-Chain Expansion:

  • Chainlink CCIP integration expands TON's reach across 60+ blockchains
  • Planned Bitcoin and EVM interoperability in 2026

Institutional Backing:

  • $558 million PIPE investment
  • 4.86% staking yields attracting Pantera and Kraken
  • BlackRock exploring Telegram investment in 2025

Daily Metrics:

  • 500,000+ daily active wallets
  • Stable weekly trading volume around $890 million
  • 40% user growth on Tonkeeper and Jetton projects in 2025

The Bull and Bear Cases

Why TON Could Win Mass Adoption:

  1. Distribution Moat: 950 million Telegram users are one tap away from a wallet. No other blockchain has this reach.

  2. Frictionless UX: Self-custodial wallets that don't require seed phrase management, free USDT transfers, and Apple Pay integration remove traditional crypto friction.

  3. Exclusive Lock-In: Mini app developers must use TON. There's no multi-chain optionality—it's TON or nothing for Telegram distribution.

  4. Pavel Durov's Commitment: As CoinDesk's 2025 "Most Influential" in crypto, Durov has bet his platform's future on TON integration.

Why TON Could Plateau:

  1. Game Retention: Viral games like Hamster Kombat collapsed from 300 million to 27 million users. Converting gamers to financial users remains unproven.

  2. DeFi Depth: TVL remains modest. Without robust DeFi, TON risks being a gaming chain rather than a financial platform.

  3. Regulatory Risk: Durov's 2024 legal troubles in France highlighted platform risk. Aggressive crypto integration could attract further scrutiny.

  4. Competition: Other messengers could add crypto. WhatsApp, WeChat (in regions where permitted), and others have larger user bases in key markets.

What TON's Success Means for Web3

If TON achieves its vision, it validates a specific thesis about crypto adoption: distribution beats technology.

TON isn't the fastest blockchain. Its DeFi ecosystem isn't the deepest. Its technical architecture isn't revolutionary. What TON has is what every other blockchain lacks: a billion-user application that pushes users toward crypto interaction as a natural extension of messaging.

The implications for the industry:

For Developers: Building where users already are (messaging apps, social platforms) may matter more than building on technically superior infrastructure.

For Investors: Valuation models need to weight distribution access heavily. Technical metrics (TPS, finality) matter less than user acquisition cost.

For Competing Chains: The race for "mass adoption" may already be over—not because TON won on technology, but because Telegram won on distribution.

Looking Ahead: 2026 and Beyond

TON enters 2026 with more than 100 million wallets, exclusive Telegram integration, and a clear path to hundreds of millions more users. The ecosystem is expanding into AI (Cocoon), tokenized assets (stocks and ETFs), and cross-chain connectivity (CCIP integration).

The critical question for 2026: Can TON convert gaming engagement into financial activity? The 500 million mini app users represent potential, not yet realized DeFi depth.

If TON succeeds, it won't be because of blockchain innovation—it'll be because Pavel Durov understood something the rest of crypto missed: the path to a billion users is through the apps they already use, not the wallets they've never downloaded.


BlockEden.xyz supports infrastructure for developers building across multiple blockchain ecosystems. As TON expands its cross-chain integrations and mini app developers seek reliable backend services, scalable API infrastructure becomes essential. Explore our API marketplace to build applications that connect users wherever they are.

R3 Declares Solana the 'Nasdaq of Blockchains': A New Era for Institutional Capital Markets

· 7 min read
Dora Noda
Software Engineer

Wall Street is no longer debating whether blockchain belongs in capital markets—it's debating which blockchain. And in a stunning validation of the thesis that public chains have reached institutional maturity, R3, the enterprise blockchain consortium powering over $10 billion in assets for HSBC, Bank of America, and central banks worldwide, just declared Solana "the Nasdaq of blockchains."

The announcement on January 24, 2026, isn't just another partnership press release. It represents a seismic shift in how traditional finance views permissionless infrastructure—and why ETF capital is quietly rotating away from Bitcoin and Ethereum toward Solana and XRP.

The Fusaka Upgrade: How Ethereum Tripled Blob Capacity and Slashed L2 Fees by 60%

· 7 min read
Dora Noda
Software Engineer

Ethereum just completed the most aggressive data throughput expansion in its history — and most users have no idea it happened.

Between December 2025 and January 2026, three coordinated hard forks quietly tripled Ethereum's blob capacity while slashing Layer-2 transaction fees by up to 60%. The upgrade, codenamed Fusaka (a portmanteau of "Fulu" and "Osaka"), represents a fundamental shift in how Ethereum handles data availability — and it's only the beginning.

From Bottleneck to Breakthrough: The Blob Revolution

Before Fusaka, every Ethereum validator had to download and store 100% of blob data to verify its availability. This created an obvious scalability ceiling: more data meant more bandwidth requirements for every node, threatening the network's decentralization.

Fusaka's headline feature, PeerDAS (Peer Data Availability Sampling), fundamentally restructures this requirement. Instead of downloading complete blobs, validators now sample just 8 of 128 columns — roughly 6.25% of the total data — using cryptographic techniques to verify the rest is available.

The technical magic happens through Reed-Solomon erasure coding: each blob is mathematically extended and split into 128 columns distributed across specialized subnets. As long as 50% of columns remain accessible, the entire original blob can be reconstructed. This seemingly simple optimization unlocks an 8x theoretical increase in blob throughput without forcing nodes to scale their hardware.

The BPO Fork Sequence: A Masterclass in Careful Scaling

Rather than shipping everything at once, Ethereum's core developers executed a precise three-part rollout:

ForkDateTarget BlobsMax Blobs
FusakaDecember 3, 202569
BPO-1December 17, 20251015
BPO-2January 7, 20261421

This Blob-Parameter-Only (BPO) approach allowed developers to collect real-world data between each increment, ensuring network stability before pushing further. The result? Blob capacity has already more than tripled from pre-Fusaka levels, with core developers now planning BPO-3 and BPO-4 to reach 128 blobs per block by mid-2026.

Layer-2 Economics: The Numbers That Matter

The impact on L2 users is immediate and measurable. Before Fusaka, average L2 transaction costs ranged from $0.50 to $3.00. Post-upgrade:

  • Arbitrum and Optimism: Users report transaction costs of $0.005 to $0.02
  • Average Ethereum gas fees: Dropped to approximately $0.01 per transaction — down from $5+ during peak 2024 periods
  • L1 batch submission costs: Reduced by 40% for L2 sequencers

The ecosystem-wide statistics tell a compelling story:

  • L2 networks now process approximately 2 million daily transactions — double Ethereum mainnet volume
  • Combined L2 throughput has exceeded 5,600 TPS for the first time
  • The L2 ecosystem handles over 58.5% of all Ethereum transactions
  • Total Value Secured across L2s has reached approximately $39.89 billion

The EOF Saga: Pragmatism Over Perfection

One notable absence from Fusaka tells its own story. The EVM Object Format (EOF), a sweeping 12-EIP overhaul of smart contract bytecode structure, was removed from the upgrade after months of heated debate.

EOF would have restructured how smart contracts separate code, data, and metadata — promising better security validation and lower deployment costs. Supporters argued it represented the future of EVM development. Critics called it over-engineered complexity.

In the end, pragmatism won. As core developer Marius van der Wijden noted: "We don't agree, and we're not coming to an agreement about EOF anymore, and so it has to go out."

By stripping EOF and focusing exclusively on PeerDAS, Ethereum shipped something that worked rather than something that might have been better but remained contentious. The lesson: sometimes the fastest path to progress is accepting that not everyone will agree.

Network Activity Responds

The market has noticed. On January 16, 2026, Ethereum L2 networks recorded 2.88 million daily transactions — a new peak driven by gas fee efficiency. The Arbitrum network, specifically, has seen its sequencer throughput reach 8,000 TPS under stress tests following its "Dia" upgrade optimized for Fusaka compatibility.

Base has emerged as the clear winner in the post-Fusaka landscape, capturing the majority of new liquidity while many competing L2s have seen their TVLs stagnate. The combination of Coinbase's distribution advantage and sub-penny transaction costs has created a virtuous cycle that other rollups struggle to match.

The Road to 10,000 TPS

Fusaka is explicitly positioned as a stepping stone, not a destination. The current roadmap includes:

June 2026: Blob count expansion to 48 through continued BPO forks

Late 2026 (Glamsterdam): The next major named upgrade, targeting:

  • Gas limit increases to 200 million
  • "Perfect parallel processing" for transaction execution
  • Further PeerDAS optimizations

Beyond: The "Hegota" fork slot, expected to push scaling even further

With these improvements, L2s like Base project they can reach 10,000-20,000 TPS, with the entire combined L2 ecosystem scaling from current levels to over 24,000 TPS.

What This Means for Builders

For developers and infrastructure providers, the implications are substantial:

Application Layer: Sub-penny transaction costs finally make microtransactions viable. Gaming, social applications, and IoT use cases that were economically impossible at $1+ per transaction now have breathing room.

Infrastructure: The reduced bandwidth requirements for node operators should help maintain decentralization as throughput scales. Running a validator no longer requires enterprise-grade connectivity.

Business Models: DeFi protocols can experiment with higher-frequency trading strategies. NFT marketplaces can batch operations without prohibitive gas costs. Subscription models and per-use pricing become economically feasible on-chain.

The Competitive Landscape Shifts

With L2 fees now competitive with Solana (often cited at $0.00025 per transaction), the narrative that "Ethereum is too expensive" requires updating. The more relevant questions become:

  • Can Ethereum's fragmented L2 ecosystem match Solana's unified UX?
  • Will bridges and interoperability improve fast enough to prevent liquidity balkanization?
  • Does the L2 abstraction layer add complexity that drives users elsewhere?

These are UX and adoption questions, not technical limitations. Fusaka has demonstrated that Ethereum can scale — the remaining challenges are about how that capacity translates to user experience.

Conclusion: The Quiet Revolution

Fusaka didn't make headlines the way The Merge did. There were no dramatic countdowns or environmental impact debates. Instead, three coordinated hard forks over six weeks quietly transformed Ethereum's economics.

For users, the difference is tangible: transactions that cost dollars now cost pennies. For developers, the playground has expanded dramatically. For the broader industry, the question of whether Ethereum can scale has been answered — at least for the current generation of demand.

The next test comes later in 2026, when Glamsterdam attempts to push these numbers even higher. But for now, Fusaka represents exactly what successful blockchain upgrades should look like: incremental, data-driven, and focused on real-world impact rather than theoretical perfection.


BlockEden.xyz provides enterprise-grade RPC nodes and indexing infrastructure for Ethereum and all major L2 networks. As the ecosystem scales, we scale with it. Explore our API marketplace to build on infrastructure designed for the multi-rollup future.

The Rise of MCP: Transforming AI and Blockchain Integration

· 9 min read
Dora Noda
Software Engineer

What started as an experimental side project at Anthropic has become the de facto standard for how AI systems talk to the outside world. And now, it's going on-chain.

The Model Context Protocol (MCP)—often called the "USB-C port for AI"—has evolved from a clever integration layer into the infrastructure backbone for autonomous AI agents that can read blockchain state, execute transactions, and operate 24/7 without human intervention. Within 14 months of its November 2024 open-source release, MCP has been adopted by OpenAI, Google DeepMind, Microsoft, and Meta AI. Now, Web3 builders are racing to extend it into crypto's most ambitious frontier: AI agents with wallets.

From Side Project to Industry Standard: The MCP Origin Story

Anthropic released MCP in November 2024 as an open standard that lets AI models—particularly large language models like Claude—connect to external data sources and tools through a unified interface. Before MCP, every AI integration required custom code. Want your AI to query a database? Build a connector. Access a blockchain RPC? Write another one. The result was a fragmented ecosystem where AI capabilities were siloed behind proprietary plugins.

MCP changed this by creating a standardized, bidirectional interface. Any AI model supporting MCP can access any MCP-compatible tool, from RESTful APIs to blockchain nodes, without custom connector code. Harrison Chase, CEO of LangChain, compared its impact to Zapier's role in democratizing workflow automation—except for AI.

By early 2025, adoption had reached critical mass. OpenAI integrated MCP across its products, including ChatGPT's desktop app. Google DeepMind built it natively into Gemini. Microsoft incorporated it across its AI offerings. The protocol had achieved something rare in tech: genuine interoperability before market fragmentation could set in.

The November 2025 specification update—marking MCP's first anniversary—introduced governance structures where community leaders and Anthropic maintainers collaborate on protocol evolution. Today, over 20 live blockchain tools use MCP to pull real-time price data, execute trades, and automate on-chain tasks.

Web3's MCP Moment: Why Blockchain Builders Care

The marriage of MCP and blockchain addresses a fundamental friction in crypto: the complexity barrier. Interacting with DeFi protocols, managing multi-chain positions, and monitoring on-chain data requires technical expertise that limits adoption. MCP offers a potential solution—AI agents that can handle this complexity natively.

Consider the implications. With MCP, an AI agent doesn't need separate plugins for Ethereum, Solana, IPFS, and other networks. It interfaces with any number of blockchain systems through a common language. One community-driven EVM MCP server already supports over 30 Ethereum Virtual Machine networks—Ethereum mainnet plus compatibles like BSC, Polygon, and Arbitrum—enabling AI agents to check token balances, read NFT metadata, call smart contract methods, send transactions, and resolve ENS domain names.

The practical applications are compelling. You could tell an AI: "If ETH/BTC swings by more than 0.5%, automatically rebalance my portfolio." The agent pulls price feeds, calls smart contracts, and places trades on your behalf. This transforms AI from passive advisor to active, 24/7 on-chain partner—seizing arbitrage opportunities, optimizing DeFi yields, or guarding portfolios against sudden market moves.

This isn't theoretical. CoinGecko now lists over 550 AI agent crypto projects with a combined market cap exceeding $4.34 billion. The infrastructure layer connecting these agents to blockchains runs increasingly on MCP.

The Emerging MCP Crypto Ecosystem

Several projects are leading the charge to decentralize and extend MCP for Web3:

DeMCP: The First Decentralized MCP Network

DeMCP positions itself as the first fully decentralized MCP network, offering SSE proxies for MCP services with Trusted Execution Environment (TEE) security and blockchain-based trust. The platform provides pay-as-you-go access to leading LLMs like GPT-4 and Claude via on-demand MCP instances, payable in stablecoins (USDT/USDC) with revenue sharing for developers.

The architecture uses stateless MCP where each API request spawns a new server instance, prioritizing isolation, scalability, and modularity. Separate tools handle exchanges, chains, and DeFi protocols independently.

However, the project illustrates the broader challenges facing MCP crypto ventures. As of early 2025, DeMCP's token had a market cap of approximately $1.62 million—and had dropped 74% within its first month. Most MCP-based projects remain in proof-of-concept stages without mature products, creating what observers call a "crisis of trust" driven by lengthy development cycles and limited practical applications.

DARK: Solana's AI + TEE Experiment

DARK emerged from the Solana ecosystem, initiated by former Marginfi co-founder Edgar Pavlovsky. The project combines MCP with TEE to create secure, low-latency on-chain AI computations. Its MCP server, powered by SendAI and hosted on Phala Cloud, provides on-chain tools for Claude AI to interact with Solana through a standardized interface.

Within a week of launch, the team deployed "Dark Forest"—an AI simulation game where AI players compete in TEE-secured environments while users participate through predictions and sponsorship. The backing developer community, MtnDAO, is among Solana's most active technical organizations, and Mtn Capital raised $5.75 million in seven days for its Futarchy-model investment organization.

DARK's circulating market cap sits around $25 million, with expectations of growth as MCP standards mature and products scale. The project demonstrates the emerging template: combine MCP for AI-blockchain communication, TEE for security and privacy, and tokens for coordination and incentives.

Phala Network: AI-Agent Ready Blockspace

Phala Network has evolved since 2020 into what it calls "AI-Agent Ready Blockspace"—a specialized blockchain environment for automated AI tasks. The project's defining feature is TEE technology that keeps AI computations private and encrypted across multiple blockchains.

Phala now offers production-ready MCP servers featuring full Substrate-based blockchain integration, TEE worker management with attestation verification, and hardware-secured execution environments supporting Intel SGX/TDX, AMD SEV, and NVIDIA H100/H200. The platform provides dedicated MCP servers for Solana and NEAR, positioning itself as infrastructure for the multi-chain AI agent future.

The Security Question: AI Agents as Attack Vectors

MCP's power comes with proportional risks. In April 2025, security researchers identified multiple outstanding vulnerabilities: prompt injection attacks, tool permissions where combining tools can exfiltrate files, and lookalike tools that can silently replace trusted ones.

More concerning is research from Anthropic itself. Investigators tested AI agents' ability to exploit smart contracts using SCONE-bench—a benchmark of 405 contracts actually exploited between 2020 and 2025. On contracts exploited after the models' knowledge cutoffs, Claude Opus 4.5, Claude Sonnet 4.5, and GPT-5 collectively developed exploits worth $4.6 million in simulation.

This cuts both ways. AI agents capable of finding and exploiting vulnerabilities could serve as autonomous security auditors—or as attack tools. The same MCP infrastructure enabling legitimate DeFi automation could power malicious agents probing for smart contract weaknesses.

Critics like Nuno Campos of LangGraph caution that current AI models don't consistently use tools effectively. Adding MCP doesn't guarantee an agent will make correct calls, and the stakes in financial applications are substantially higher than in traditional software contexts.

The Technical Integration Challenge

Despite enthusiasm, MCP promotion in crypto faces significant hurdles. Different blockchains and dApps use varying smart contract logic and data structures. A unified, standardized MCP server requires substantial development resources to handle this heterogeneity.

Consider the EVM ecosystem alone: 30+ compatible networks with distinct quirks, gas structures, and edge cases. Extend this to Move-based chains like Sui and Aptos, Solana's account model, NEAR's sharded architecture, and Cosmos's IBC protocol, and the integration complexity multiplies rapidly.

The current approach involves chain-specific MCP servers—one for Ethereum-compatible networks, another for Solana, another for NEAR—but this fragments the promise of universal AI-to-blockchain communication. True interoperability would require either deeper protocol-level standardization or an abstraction layer that handles cross-chain differences transparently.

What Comes Next

The trajectory seems clear even if the timeline remains uncertain. MCP has achieved critical mass as the standard for AI tool integration. Blockchain builders are extending it for on-chain applications. The infrastructure for AI agents with wallets—capable of autonomous trading, yield optimization, and portfolio management—is materializing.

Several developments to watch:

Protocol Evolution: MCP's governance structure now includes community maintainers working with Anthropic on specification updates. Future versions will likely address blockchain-specific requirements more directly.

Token Economics: Current MCP crypto projects struggle with the gap between token launches and product delivery. Projects that can demonstrate practical utility—not just proof-of-concept demos—may differentiate themselves as the market matures.

Security Standards: As AI agents gain real-money execution capabilities, security frameworks will need to evolve. Expect increased focus on TEE integration, formal verification of AI agent actions, and kill-switch mechanisms.

Cross-Chain Infrastructure: The ultimate prize is seamless AI agent operation across multiple blockchains. Whether through chain-specific MCP servers, abstraction layers, or new protocol-level standards, this problem must be solved for the ecosystem to scale.

The question isn't whether AI agents will operate on-chain—they already do. The question is whether the infrastructure can mature fast enough to support the ambition.


BlockEden.xyz provides enterprise-grade blockchain RPC services across multiple networks, offering the reliable infrastructure that AI agents need for consistent on-chain operations. As MCP-powered AI agents become more prevalent, stable node access becomes critical infrastructure. Explore our API marketplace for production-ready blockchain connectivity.

Sources

Decentralizing AI: The Rise of Trustless AI Agents and the Model Context Protocol

· 8 min read
Dora Noda
Software Engineer

The AI agent economy just crossed a staggering milestone: over 550 projects, $7.7 billion in market capitalization, and daily trading volumes approaching $1.7 billion. Yet beneath these numbers lies an uncomfortable truth—most AI agents operate as black boxes, their decisions unverifiable, their data sources opaque, and their execution environments fundamentally untrusted. Enter the Model Context Protocol (MCP), Anthropic's open standard that's rapidly becoming the "USB-C for AI," and its decentralized evolution: DeMCP, the first protocol to merge trustless blockchain verification with AI agent infrastructure.