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Why Bittensor Is AI’s Best Next-Gen Incubator

After nearly ten years in crypto, I’ve watched hundreds of projects promise to revolutionize everything from banking to art. Yet these revolutions have largely failed to materialize.
The issue isn’t technology. It’s that we’ve been building solutions looking for problems, rather than focusing on solving real challenges and delivering real value.
Most projects create tokens first, utility later. This speculation cycle has consumed the industry, measuring success by token price, not actual value creation. We’re missing the crucial ingredient: a mechanism that rewards building useful things rather than building over-hyped useless things.
What if there was a protocol that flipped this model and projects had to create value first, then get rewarded? That’s Bittensor.
Bittensor: Rewarding Performance Over Mindshare
In some ways Bittensor is like the Y Combinator of AI. Whereas Y Combinator gives startups money and mentorship in exchange for equity, Bittensor gives builders incentives through token emissions, measures performance through free market dynamics, and rewards winners without human gatekeepers.
Think of it as an economic game where independent teams compete to build valuable AI services. Every 12 seconds, the network distributes rewards based purely on usefulness. No marketing budgets. No insiders. No traditional fundraising. No KOLs. Just performance.
The tokenomics are elegant yet powerful. Like Bitcoin, Bittensor’s native TAO has a fixed supply cap of 21 million, with 7,200 tokens distributed daily and supply halving every four years. This creates genuine scarcity in the form of rewards that must be earned through performance rather than speculation.
Here’s where it gets even more interesting: each subnet has its own «alpha» token that subnet participants earn. TAO holders can stake into subnets they believe in, receiving that subnet’s alpha tokens in return. Higher-performing subnets attract more TAO stake and get a larger share of daily emissions. This market-driven funding mechanism means that builders get paid only if their service actually works and successful projects automatically get more resources, while also rewarding those who staked.
These performance-based rewards mean that anyone can build but the market decides the winner. And, since its open-source software, if a project isn’t delivering, others create a better version.
This makes Bittensor a transparent competition where all metrics are public. It’s been called «capitalistic Darwinism.» In other words, create value or get out-competed.
Why Bittensor Changes Everything
Big Tech’s grip on AI is only getting stronger. Bittensor represents our best chance at wresting control and anchoring innovation in an open, transparent, and democratic environment where value accrues to the most performant innovations, rather than closed systems that benefit from outsized network effects.
For the public, Bittensor represents crypto’s original promise: coordinating human effort toward valuable outcomes without intermediaries, committees, or gatekeepers. Value gets created first through competition, then tokens reward the creators; the opposite of hoping speculation drives value.
For builders, this means skipping VC pitches, preserving equity, and getting rewarded immediately for building useful things. The most important infrastructure is being built by teams spending «$0 on marketing, $0 on exchange listings» with pure focus on value creation. Community governance ensures builders aren’t locked out from decision-making.
For users, this creates access to quality-competing services rather than marketing-budget winners. Users benefit from the upside by supporting the best projects, while community governance creates strong bonds between creators and consumers.
For investors, Bittensor offers AI exposure without having to pick individual winners. The staking mechanics drive value accrual into the network rather than siphoning it away. Investors earn upside by supporting top-performing projects while community governance gives them a voice rather than forcing them to follow a CEO’s agenda.
The timing couldn’t be better. With over $55 billion in funding going to the AI sector in Q1 2025, $1.39 billion in funding going to AI agents in the past quarter, crypto funding validates what Bittensor has already built. While others are still fundraising, world-class AI teams are already building serverless compute (SN64) and decentralized training (SN3), as well as climate prediction markets (SN18) and algorithmic trading systems (my project, SN8).
Bittensor is a new paradigm for AI innovation because it’s a proving-ground that allows the best innovations to win without artificial barriers, tilted economics, or incumbent advantages. And, as massively funded companies continue to dominate AI, it’s imperative that we nurture independent, open ecosystems that reward innovation and grit, clean and clear.
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Bitcoin Market Top Is ‘Nowhere Near,’ Say Analysts as Price Pauses at $120K

Bitcoin BTC cooled off during U.S. trading hours Monday after nearly topping $123,000 earlier in the session, but market top calls are premature, analysts said.
BTC slipped below $120,000 late in the U.S. day, shedding most of its overnight advance, but holding on to a modest 0.6% gain over the past 24 hours. Ethereum’s ether ETH slid back below $3,000, while dogecoin DOGE, Cardano’s ADA ADA and Stellar’s XLM XLM declined around 2%-3% on the day.
Among majors, XRP XRP, SUI SUI and Uniswap’s UNI UNI outperformed with 2.5%, 10% and 6% gains, respectively.
Crypto-linked stocks also retraced some of their morning gains, with Strategy (MSTR) and Galaxy (GLXY) still higher 3%-4%, while Coinbase (COIN) gained 1.5%
After BTC surged over 10% in less than a week and some altcoins advancing much more, prices may consolidate as some traders digest the move and realize profits.
Still, this leg of the crypto rally is more likely in the early phases than towards the end, said Jeff Dorman, CIO of digital asset investment firm Arca.
In a Monday investor note, he cited crypto analyst Will Clemente’s observation about previous major tops like March 2024’s spot bitcoin ETF-related peak and the Dec 2024/Jan 2025 frenzy surrounding the Trump election/inauguration, when open interest in altcoin derivatives flipped that of BTC
«The current rally is nowhere near that,» Dorman said.
Volumes on both centralized and decentralized exchanges rose 23% week-over-week, but still aren’t near to the levels during other broad-market rallies in the past, Dorman added.
Looking at the big picture, bitcoin is being propelled higher by excessive sovereign debt and investors seeking refuge from monetary inflation, said Eric Demuth, CEO of Europe-based crypto exchange Bitpanda.
He said BTC rising to €200,000 ($233,000), is «certainly a possibility,» but the underlying adoption of the asset carries more importance than price targets.
«What happens when Bitcoin becomes permanently embedded in the portfolios of major investors, in the reserves of sovereign states, and in the infrastructure of global banks?,» he said. «Because that’s exactly what’s happening right now.»
In the next years, Dermuth expect bitcoin’s market capitalization to gradually converge to gold’s, currently sitting at over $22 trillion, nine times larger than BTC.
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It’s Crypto Week. Congress Can Future-Proof the U.S. Financial System: Summer Mersinger

When Congress established the Securities and Exchange Commission in 1934, it was responding to myriad failures of an antiquated financial system. The regulatory architecture that emerged provided the foundation for nearly a century of American financial dominance. Today, Congress faces a comparable moment: the opportunity to modernize America’s financial infrastructure for the digital age.
Two pieces of legislation now before lawmakers, the GENIUS Act on stablecoins and comprehensive market structure reform, represent more than incremental policy adjustments. Together, they constitute America’s response to a fundamental shift in how money moves around the world.
The stakes are considerable. The $240 billion stablecoin market, projected to reach $3.7 trillion by 2030, has emerged as critical financial infrastructure largely outside formal regulatory frameworks. Nearly all major stablecoins peg voluntarily to the dollar, creating a curious phenomenon: private companies building elaborate technology to make American currency work better globally than existing payment systems.
This development comes as America’s monetary hegemony faces its most serious challenge in generations. China’s digital yuan initiatives, BRICS alternative payment systems, and growing reluctance among trading partners to transact in dollars signal a coordinated effort to circumvent American financial influence.
Stablecoins offer America’s most effective response. They expand dollar accessibility globally while preserving the transparency and rule-of-law advantages that make the American financial system attractive. The GENIUS Act would formalize this system, establishing reserve requirements, audit standards and consumer protections that make dollar-backed digital assets both safer and more attractive than alternatives.
Yet currency infrastructure alone cannot suffice. The current approach of applying 20th-century regulations to 21st-century technology has produced predictable results: innovation migrating to jurisdictions with clearer and more welcoming rules.
The November federal court ruling that vacated the SEC’s expanded dealer definition illustrates the problem. Regulators had stretched statutory language so far beyond original intent that judicial intervention became inevitable.
Digital asset platforms integrate functions that traditional finance deliberately separates, creating new efficiencies alongside new risks. Forcing these platforms into regulatory categories designed for different business models produces neither clarity nor protection. Comprehensive market structure legislation would establish bespoke registration frameworks that actually correspond to how these businesses operate, something the crypto ecosystem has been advocating for years.
The integration imperative here is crucial. U.S. financial supremacy in the 20th century derived not from any single innovation but from systematic coordination across monetary policy, market regulation and institutional oversight. Today’s challenge demands similar coherence. Digital dollar infrastructure without a proper market structure leaves innovation vulnerable to regulatory uncertainty. Market structure reform without stablecoin clarity limits the global reach of American monetary policy.
International competition intensifies this urgency. The European Union’s Markets in Crypto-Assets (MiCA) regulation, the U.K.’s stablecoin framework, and similar initiatives across Asia represent direct challenges to American leadership in financial technology. These frameworks may not be superior to what America could construct, but they exist, which is often a decisive advantage in attracting global investment and innovation.
Indeed, there is another step that American elected officials can take to ensure that the promise of crypto isn’t undermined: pass Rep. Tom Emmer’s legislation prohibiting the development in the United States of a central bank digital currency (CBDC). While several other countries have discussed such a rollout, American lawmakers should embrace our domestic privacy ideals and broad anti-surveillance sentiment by supporting this important legislation.
The Senate’s 68-30 passage of the GENIUS Act suggests growing political recognition of crypto’s policy potency and the realities of international competition. Even skeptical Democrats acknowledge the state-of-play, with Senator Mark Warner (D.-VA) recently observing, that if American lawmakers fail to shape cryptocurrency regulation, «others will—and not in ways that serve our interests or democratic values.»
President Trump’s commitment to sign legislation before the August recess creates both opportunity and deadline. The political foundation appears solid: bipartisan support, industry consensus on key principles, and competitive pressure that occasionally motivates effective governance.
Yet significant obstacles remain. Congressional capacity for technical legislation is limited in a heated partisan political climate, and the temptation to pursue symbolic rather than systematic reform runs strong. The complexity of integrating stablecoin regulation with broader market structure reform demands precisely the kind of patient, coordinated policymaking that American politics sometimes struggles to produce.
The choice facing Congress is ultimately straightforward: lead the development of global digital finance infrastructure or cede that role to competitors. For the first time in years, the economic logic, political momentum, and strategic necessity align. Whether American lawmakers can capitalize on this convergence will determine not merely the fate of cryptocurrency regulation, but America’s role in the next generation of global finance.
The 1930s regulatory framework served America well for nearly a century. Its digital successor, if properly constructed, could serve even longer.
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U.S. Banking Regulators Issue Crypto ‘Safekeeping’ Statement, Not Pushing New Policy

The Federal Reserve and other U.S. banking agencies issued another statement on the proper handling of crypto assets on Monday, outlining the appropriate policies that need to be followed for banks engaging in the «safekeeping» of customers’ digital assets.
The statement sent out from the Fed, Federal Deposit Insurance Corp. and the Office of the Comptroller of the Currency made clear that these latest considerations do not represent a new policy push.
The trio of agencies set out to clarify that properly keeping such assets involves «controlling the cryptographic keys associated with the crypto-asset in a manner that complies with applicable laws and regulations.»
Apart from cryptographic key management, the seven-page memo outlined some of the demands of money-laundering controls, risk-management oversight, software knowledge and audits.
«This statement discusses how existing laws, regulations and risk-management principles apply to this activity, and does not create any new supervisory expectations,» the agencies said.
The U.S. banking regulators have had a tumultuous relationship with the digital assets space, having issued guidance during the previous administration of President Joe Biden that constrained bankers from easily doing business with crypto firms. But the regulators under President Donald Trump have rolled back that guidance.
The latest sentiments from the agencies come at the start of the U.S. House of Representatives’ self-described Crypto Week in which the lawmakers are expected to approve multiple crypto bills in an effort toward establishing formal U.S. digital assets regulations.
Read More: Former Bitfury Exec Gould Confirmed to Take Over U.S. Banking Agency OCC
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