Dinarian888
News • Business • Investing & Finance
⚠️Introducing the Theta Metachain — The blockchain architecture purpose-built for Media and Entertainment enterprises entering the Web3 space⚠️
December 03, 2022
post photo preview

Today marks the start of a new era for Theta blockchain — the launch of Theta Metachain, the blockchain architecture purpose-built for Media and Entertainment enterprises entering the Web3 space. With this upgrade Theta blockchain will gain the high transaction throughput, customization, and reliability that is necessary for leading Media and Entertainment enterprises to bring their millions of users onchain.

Theta Metachain is an interconnected network of blockchains, a “chain of chains”. It will allow permissionless horizontal scaling of the Theta blockchain network in order to achieve potentially unlimited transactional throughput and subsecond block finalization time. This enables a customizable, highly scalable blockchain tailored for emerging Web3 businesses in the media and entertainment space.

Media and Entertainment companies face a number of challenges today. The Streaming Wars are leading to increased competition, decreased profits, and declining subscriber numbers. On the other hand users are burned out by too many subscriptions and too high costs. Blockchain monetization models using NFTs or tokens can package and gate content in creative new ways that serve better for the content owner/creator and the consumer, breaking the cycle of bad user experiences. These token economies allow brands to build a one-on-one relationship with their fans and users, free of intermediary vendors and their fees, which allows them to offer better incentives, rewards and value directly to their users. Blockchain also enables secure tracking of video views and rights management, solving two major pain points of media companies — two issues already being addressed by Replay and by Theta’s patented NFT DRM technology, respectively. But these use cases require much higher throughput and flexibility than existing solutions, and Theta Metachain aims to meet that need for Media and Entertainment enterprises in Web3.

Architecturally the Metachain consists of one “main chain” and an unlimited number of “subchains”. Just as “meta-” as a prefix refers to something that transcends or is more comprehensive than the subject, ex. metaphysics describing what exists beyond physics, Theta Metachain refers to an overarching “main chain” above many purpose-specific “subchains”. The “main chain” in this case refers to the existing Theta mainnet. Theta will offer an easy-to-use SDK that developers can quickly use to launch a subchain and plug it into the main chain. Since each subchain can execute transactions independently, this provides a viable path to infinitely scale the processing capacity of the Metachain. The subchain SDK will implement a built-in interchain messaging channel which connects the subchains and the main chain, and thus allows crypto assets like TNT20/721 tokens to flow freely across the chains. The process of creating a subchain is permissionless, meaning that anyone can register and launch a subchain. No approval from Theta Labs is required. You can find the open-source Metachain code on Theta GitHub.

The first subchain has now been deployed on testnet by Replay, the video tracking and payments platform built on Theta. The subchain produces a new block every 2 seconds, which is much faster than the Theta mainchain. Because of this, transaction finalization on the subchain will also be significantly faster. Additionally, Theta Labs has launched a mainnet Developer Playground subchain for developers to begin creating dapps, either standalone or in preparation for launching their own subchains, as many ecosystem projects are planning to do.

Later in the blog you can find the leading Metachain launch partners already planning to release their own subchains, but community Metachain development will be a core focus in 2023 to continue building the Theta Ecosystem! In addition to a new developer education program in the works, a new Metachain-focused Theta Hackathon will begin in Q1 2023.

The Metachain launch features a new Metachain Explorer design which showcases the Mainchain and the Playground subchain:

Metachain Overview Page, from here the users can navigate to explorers of different chains: https://metachain-explorer.thetatoken.org/

Main Chain explorer: https://explorer.thetatoken.org/

Developer Playground explorer: https://tsub360888-explorer.thetatoken.org/

A newly-designed “Metachain navigation bar” has been added to the explorer pages for users to quickly jump between different chains. Users can simply click on the “Go to chain” drop-down menu on the right to see the list of the chains (see the screenshot below). Users can also click on the “Metachains” menu item to navigate to the Metachain overview page.

Subchains can be accessed via Theta Web Wallet, Theta iOS and Android Wallet (v4.0.0 update available now in most regions, with some to come later today as App Store updates), and Metamask. Instructions on how to bridge assets between the Mainchain and subchains can be found here.

For developers, below are the ETH RPC endpoint and related info for the “Developer Playground” Subchain:

Network Name: Theta Playground Subchain

ETH RPC URL: https://tsub360888-eth-rpc.thetatoken.org/rpc

Chain ID: 360888

Currency Symbol: vTFUEL

Block explorer URL: https://tsub360888-explorer.thetatoken.org/

Launch Partners

Metachain was conceived to enable use cases for Media and Entertainment companies that require higher transaction throughput and customization from their blockchains. With leading launch partners preparing to launch their own subchains, Metachain is poised for rapid growth in 2023:

Replay

Replay is the blockchain video tracking & payments platform supercharging video for web3. Replay tracks video consumption in real time, removing monetization friction for content creators and delivering unparalleled transparency into viewership and performance. Built on Theta’s blockchain protocol, Replay enables digital-ready streams that are trackable on the blockchain and available for distribution via a consumption-based model, using the RPLAY TNT-20 token to decentralize and reimagine video streaming, tracking and payments.

Replay also launched Rewarded TV, a blockchain-enabled OTT streaming service that lets viewers earn crypto in real-time for watching, sharing and engaging with their favorite content, without ads or subscriptions. Powered by Theta blockchain, viewers can today sign-up for free and enjoy premium VOD and Live TV content. Users are able to earn RPLAY, a TNT-20 Theta token, for watching, sharing and engaging with their favorite content, as well as purchase NFTs which evolve in real time to unlock exclusive token-gated content.

Symbiote Creatives / Fuse Wars

Symbiote Creatives (SC) is a family of entrepreneurs, creators, builders and experts. The team, led by founder Ivory Jones, has previous experience at AWS, Oracle, Google, SunGard, Ethereum, Unreal, Unity, and other leading companies in the tech and gaming space. Symbiote Creatives offers solutions to gaming developers to integrate their games with full blockchain and Web3 capabilities. By basing their blockchain integrations exclusively on Theta Metachain, they can deliver on their promise of unlocking innovative GameFi earnings solutions.

Much of the buzz around Symbiote Creatives is due to their highly-anticipated game FuseWars. FuseWars is a third person shooter multiplayer experience currently in development, utilizing Epic Online Services to access achievements, matchmaking and lobbies in a peer-2-peer game environment. The game has already generated a huge buzz in the Theta community and beyond, including media coverage from NFT Mag, and thex associated NFTs have the highest demand of any collection in the ThetaDrop Marketplace. Players can choose their Fuse Guardian to battle friends and control the battlefield. A closed beta version is already being tested by key community members, and open beta is expected to launch in late December 2022. Members of the beta test community routinely stream game play on THETA.tv.

Order of the Tigons

Order of the Tigons (OOTT) is a creative venture developed by Verified Labs, a Web3 production studio focused on blockchain tech, digital art, media, entertainment, and the future of the metaverse. Jon Heder (Napoleon Dynamite, Blades of Glory, CYKO KO) is one of five partners in Verified Labs, and is the artist behind the quirky hybridized space cats featured in the Tigons 2D generative NFT collection.

Order of the Tigons will be among the first projects to offer NFT staking when ThetaDrop completes open beta testing of NFT withdrawals from the marketplace. In a first-of-its-kind technology developed by the Web3 innovation firm, Fuel Foundry, Tigons staking will feature “in wallet virtual staking,” which allows NFT holders to earn rewards while keeping NFTs in their own Metamask wallets. Staking rewards will be paid in Kfuel, OOTT’s unique TNT-20 token built on the Theta blockchain, and will also be offered to Theta node operators. Kfuel will be used for governance and perks for upcoming Tigons releases, including participating in story development, tickets to premiers, casting, & with enough Kfuel, even an Executive Producer title on an upcoming Tigons animated series.

Fuse Media

Fuse Media is a Latino-owned, multi-platform entertainment company dedicated to empowering, celebrating, and amplifying young, multicultural voices. With a portfolio of award-winning original content and a growing global footprint, Fuse strives to authentically reflect the world of its young and diverse audience, pioneering a multicultural and creative destination. The Fuse Media family includes Fuse, Fuse+, Fuse Backstage, Fuse Beat, FM (Fuse Music), Fuse Sweat, fuse.tv, and Fuse Content Studio, its in-house production arm, as well as a growing branded content and live events business.

Known for empowering, celebrating, and amplifying young, multicultural voices, Fuse is uniquely positioned to support and promote education and adoption of Web3 tools and opportunities among a key underrepresented demographic in the space. Incorporating Theta-based NFTs and TNT20 tokens, Fuse is aiming to unlock a new level of engagement that strengthens their relationship with their fast-growing audience, with a soon-to-be-announced new platform build from the ground up on Metachain.

Immersive Enterprise Laboratories (IEL)

Immersive Enterprise Laboratories (IEL) is an Animation and Web3 Entertainment studio, now emerging from stealth and on a mission to deliver the next generation of entertainment and experiences. The IEL team is comprised of technology veterans and creators from the entertainment industry who are on a mission to produce the experiences needed to bring Web3 Entertainment to life. Their storytelling abilities, artistic expertise, and proficiency in entertainment technologies enable them to create compelling and engaging experiences.

IEL’s comprehensive technology stack includes real-time live motion capture, advanced motion capture stunt coordination, collaborative workflows, industry-standard 3D modeling tools, real-time rendering, visual effects, and post-production integrations. Combined with our state-of-the-art workflow, these technologies produce the highest quality visualization, style, storytelling, and visual fidelity.

TrooVRS

trooVRS is an immersive media platform for men to engage with practical knowledge and self-care-focused content across virtual editorial environments, experiences, worlds, NFTs, and eCommerce. By using VR, Web3, and blockchain technology, trooVRS aims to reinvigorate and transform the world of men’s editorial and share a new way to experience content in the metaverse. Building on the recent announcement of Fuse Media as the first Metachain partner, trooVRS continues to expand the media and entertainment industry’s adoption of Theta blockchain.

Led by CEO Adrian Whant, a digital media and advertising veteran who has held leadership positions at companies like NBCUniversal, Univision, ABS-CBN, trooVRS virtual worlds are purpose-built, where brands can hold activations such as presentations, branded content, and product demos in relevant environments such as stages, kitchens, gyms, showrooms and more. They will also be able to offer exclusive real and virtual goods and services including NFTs on Theta blockchain. trooVRS is working with leading brands to conceptualize initial activations on the platform.

Metapass

Metapass allows you to create events on Theta and sell NFT tickets so you can token gate your event and also server proof of attendance.

Conclusion

This is just the beginning for Theta Metachain! Stay tuned for upcoming subchain launches and for Theta community developers, subchain dev educational opportunities and hackathons. Join the Theta Ecosystem as we build the next generation of Web3 applications for media and entertainment!

Link

community logo
Join the Dinarian888 Community
To read more articles like this, sign up and join my community today
0
What else you may like…
Videos
Podcasts
Posts
Articles
Bill Gates just said we may have to suffer a “BIG CYBER ATTACK”

Bill Gates just said we may have to suffer a “BIG CYBER ATTACK” before we “respond as fully as we should” to AI.

That sounds like a threat to me.

AI false flag risk remains HIGH.

00:00:23
They Are Making It Easier And Easiet For The Average Joe To Trade 😉

X partners with crypto and stock exchanges to allow trading from the timeline.

•GGeiin
•Kraken
•Moomoo
• Coinaas

00:00:40
September 20, 2026
🤖 China reportedly deploys humanoid robot alongside armed police for Shenzhen patrols 🤖

A video circulating online appears to show an EngineAI T800 humanoid robot accompanying armed officers during a community patrol in Shenzhen’s Nanshan District. The footage is striking, but the robot’s official role and operational capabilities remain unclear.

🔑 Key points

🔹 EngineAI T800 identified: The humanoid platform shown is reportedly EngineAI’s T800 model.

🔹 Police patrol setting: The robot appears alongside armed officers in a public community environment.

🔹 Official deployment is unconfirmed: The video alone does not establish whether this was a routine patrol, demonstration, pilot program, or promotional event.

🔹 Its actual role remains unclear: The robot may be used for public engagement, observation, crowd visibility, data collection, or testing rather than direct law enforcement.

🔹 Humanoid form fits existing environments: A human-shaped robot can potentially move through spaces, stairs, doors, and infrastructure designed for people.

🔹 Human officers ...

00:00:21
🚨 Chutes is being framed as a Hyperliquid-style breakout for decentralized AI inference, with live revenue, verified GPU infrastructure, and a direct challenge to centralized cloud AI 🚨

Chutes is gaining attention as a decentralized AI inference platform that claims to combine real usage, cryptographic verification, confidential computing, and open-source infrastructure into a working production system. The thesis is simple: instead of trusting Big Tech clouds with AI workloads, users get a distributed compute layer built around verification and privacy.

🔑 Key points

🔹 Chutes is live in production and reportedly scaled to more than 1,170 active GPU nodes, including large numbers of Nvidia H200s and Blackwell-class hardware.

🔹 The platform says it has processed nearly 38 trillion tokens since launch across 53 deployed applications and more than 700,000 registered users.

🔹 The team reportedly cut unprofitable usage programs, reduced total token volume, and still improved revenue efficiency, with revenue per GPU rising sharply after removing subsidized traffic.

🔹 Chutes is using post-quantum cryptography, trusted execution environments, and Nvidia confidential ...

🚨 Chutes is being framed as a Hyperliquid-style breakout for decentralized AI inference, with live revenue, verified GPU infrastructure, and a direct challenge to centralized cloud AI 🚨
🚨 JPMorgan’s criticism of the CLARITY Act is fueling a fresh power struggle over who gets to write America’s crypto rules 🚨

A new clash is emerging between legacy finance and crypto legislation after JPMorgan CEO Jamie Dimon reportedly warned that the CLARITY Act could let crypto firms offer bank-like products without bank-level oversight. The dispute is quickly turning into a larger fight over regulation, competitiveness, and who controls the future architecture of digital finance in the United States.

🔑 Key points

🔹 Jamie Dimon reportedly called the CLARITY Act a threat to the financial system, arguing it could allow crypto firms to offer yield-like products while avoiding the capital, reserve, and oversight burdens traditional banks face.

🔹 Senator Cynthia Lummis pushed back publicly, framing the issue as a global strategic race and warning that if the U.S. does not set digital asset standards, other powers will.

🔹 The core tension is whether the bill creates legitimate regulatory clarity or simply opens the door to regulatory arbitrage for crypto platforms operating outside the traditional banking...

🚨 JPMorgan’s criticism of the CLARITY Act is fueling a fresh power struggle over who gets to write America’s crypto rules 🚨
👉 Coinbase just launched an AI agent for Crypto Trading

Custom AI assistants that print money in your sleep? 🔜

The future of Crypto x AI is about to go crazy.

👉 Here’s what you need to know:

💠 'Based Agent' enables creation of custom AI agents
💠 Users set up personalized agents in < 3 minutes
💠 Equipped w/ crypto wallet and on-chain functions
💠 Capable of completing trades, swaps, and staking
💠 Integrates with Coinbase’s SDK, OpenAI, & Replit

👉 What this means for the future of Crypto:

1. Open Access: Democratized access to advanced trading
2. Automated Txns: Complex trades + streamlined on-chain activity
3. AI Dominance: Est ~80% of crypto 👉txns done by AI agents by 2025

🚨 I personally wouldn't bet against Brian Armstrong and Jesse Pollak.

👉 Coinbase just launched an AI agent for Crypto Trading
10gb Free Encrypted Backup 😉 | Bittensor Hippius

🚨 A $TAO SUBNET JUST SHIPPED A CONSUMER APP THAT UNDERCUTS GOOGLE DRIVE AND DROPBOX. ON YOUR PHONE. TODAY.

Hippius, SN75, is live on Google Play. iOS is next.

Your photos and files, backed up automatically and end to end encrypted on your phone before they ever upload. Same account and storage you already use on desktop and web.

Now the price.

2 TB of storage:
• Hippius Plus: $7 a month
• Google Drive: $9.99
• Dropbox: $9.99 to $11.99

30 to 42% cheaper, and it is encrypted by default. Google and Dropbox can read your files. Hippius cannot. Sign up and you get 10 GB free to try it.

Read that again.

Cheaper and more private at the same time. That combination is supposed to be impossible in cloud storage.

THE BUSINESS SIDE IS EVEN BETTER

S3 compatible storage at $6 per TB pay as you go, down to $4.65 per TB on the Enterprise plan and $4.00 per TB from 250 TB. Egress included. Works with any S3 client.

Their own comparison at the same usage: Hippius $6 a month. Backblaze B2 $977. Google Cloud Storage $8,020. ...

Saudi Arabia’s $138 billion Riyad Bank partners with Ripple to explore digital assets

The collaboration will examine cross-border payments, digital asset custody and tokenization as the bank explores blockchain-based financial infrastructure.

⚖️ Who controls Bittensor? The answer is spread across several layers ⚖️

Bittensor is not controlled by one company or one government. Its operation depends on validators, miners, subnet owners, TAO holders, developers, and the organizations maintaining the network’s core software.

🔑 Key points

🔹 Validators control scoring: Validators evaluate miner performance and determine which contributors receive rewards.

🔹 Root validators influence emissions: Root-level validators help direct TAO emissions across competing subnets.

🔹 Subnet owners define the rules: Each subnet owner establishes the task, incentive structure, evaluation process, and participation requirements.

🔹 Miners produce the work: Miners supply models, data, compute, storage, security, research, or other specialized outputs.

🔹 TAO holders provide capital: Stakers and liquidity providers influence subnet markets through capital allocation and alpha-token participation.

🔹 Developers control the code: Core developers and ...

September 13, 2026
post photo preview
Revolut Leak Shows the Cost of Constant ID Collection
Revolut’s mistake is the news, but the bigger problem is the growing number of companies being encouraged or required to keep copies of our most sensitive identity documents.

Online bank Revolut has revealed that it gave out sensitive personal and financial information of an undisclosed number of its customers in response to a fake government request.

The information that was handed over to an “unauthorized third party” reportedly includes names, dates of birth, occupations, addresses, phone numbers, account numbers, transaction histories (including Bitcoin), and even copies of government-issued IDs and onboarding verification selfies.

Revolut claims that derived biometric face data was not.

The company said that the data was handed over in response to an email that came from a real government agency’s domain, but was not actually sent or authorized by that agency.

The email passed several authentication checks (SPF, DKIM, and DMARC) that are designed to establish the authenticity of a message’s origin and integrity, but do not verify the legitimacy of the legal request itself.

Revolut said that it complied with the request “under the reasonable belief that it was an authentic government agency request” – and only later found out that it was not.

Revolut said it later realized its mistake, blocked the email address, and reported the incident to the relevant authorities.

Revolut said that only a “limited” number of its customers were affected by the data leak, and that the company’s systems were not hacked, nor was any money stolen.

The story broke on September 11 when Revolut customers started receiving an email notice about a data leak, and the news was picked up by media outlets the following day.

Revolut notice explaining customer identity and financial data was shared after an unauthorized government email request.

The reason this is a recurring problem is that companies are keeping highly sensitive information about their customers’ identities, and sometimes even financial transactions, for a long time, and this data is then available to be disclosed to third parties – either in response to valid legal requests, or, as in the case of Revolut, fake ones.

One reason for this is know your customer (KYC) and anti-money laundering (AML) rules. Revolut’s current UK customer privacy notice spells it out: the company generally keeps personal data of UK customers for no more than seven years after the relationship ends, and sometimes longer – for legal reasons.

This means that even if you close your account, your identity documents don’t disappear.

And while the incident with Revolut happened in the financial sector, it’s by no means the only one that requires customers to hand over sensitive identity information. Discord, a popular chat service, said in an October 9, 2025 security update that government ID photos of approximately 70,000 users may have been exposed after a third-party customer service provider got hacked.

This was not a financial service, nor the same type of attack. But the result was similar – because the underlying business process was the same: requiring and storing sensitive identity documents. In the case of Discord, these were used to review age-related appeals.

It’s hard to do anything about a copy of your old passport, or a photo of your face, or a record of your past transactions. These can be used to identify and profile you, and can be used to carry out targeted fraud. And this can happen even if the initial disclosure didn’t result in financial loss.

The more companies are forced to collect and store such information, and the more of it they have, the more opportunities there are for this data to be leaked, either by the company itself or a third party it works with. That's what makes governments' push for more ID checks just to access ordinary parts of life so reckless.

Source

🙏To support my work, Helping to keep the signal high and the noise low:

👉 Cashapp: $thedinarian

👉 Buy me a coffee: https://buymeacoffee.com/thedinarian

👉 PayPal: Scan the QR code below 📲 or Click Here

👇 Crypto Donations 👇

XRP: r9pid4yrQgs6XSFWhMZ8NkxW3gkydWNyQX
XLM: GDMJF2OCHN3NNNX4T4F6POPBTXK23GTNSNQWUMIVKESTHMQM7XDYAIZT
XDC: xdcc2C02203C4f91375889d7AfADB09E207Edf809A6

Read full Article
post photo preview
This Is The Income A Family Needs To Live Comfortably In Every US State

Here’s the short version of what it takes for a family of four to live comfortably in 2026 by state:

In Massachusetts, you’d need nearly $330,000 a year - the highest figure in the entire country. Only three states clear the $300,000 mark: Massachusetts, Hawaii, and California. At the other end of the spectrum, Mississippi is the most affordable at about $188,000. That’s a full $142,000 less than what you’d need in Massachusetts.

So… how much does a family of four need in your state?

This map shows the pre-tax income a household with two working adults and two kids needs to live comfortably in every U.S. state.

The numbers come from SmartAsset (as of February 2026). They’re based on the familiar 50/30/20 budget: 50% for necessities, 30% for discretionary spending, and 20% for savings or other goals. These aren’t bare-minimum survival numbers—they’re what it takes to live pretty well while still putting money aside.

And as Visual Capitalist notesMassachusetts sits at the very top of that list. Massachusetts tops the ranking, with a family of four needing $329,555 per year to meet the 50/30/20 benchmark.

Hawaii follows at $313,165, while California ranks third at $302,682.

Rank State Income needed for family of four (2026)

  • 1 - Massachusetts - $329,555
  • 2 - Hawaii - $313,165
  • 3 - California - $302,682
  • 4 - Connecticut - $298,189
  • 5 - New Jersey - $295,110
  • 6 - New York - $291,533
  • 7 - Colorado - $283,213
  • 8 - Washington - $281,798
  • 9 - Oregon - $280,966
  • 10 - Vermont - $280,384
  • 11 - Alaska - $272,064
  • 12 - New Hampshire - $267,904
  • 13 - Rhode Island - $264,659
  • 14 - Minnesota - $263,078
  • 15 - Maryland - $257,837
  • 16 - Maine - $250,931
  • 17 - Montana - $249,434
  • 18 - Pennsylvania - $247,936
  • 19 - Illinois - $244,109
  • 20 - Virginia - $242,944
  • 21 - Nevada - $242,278
  • 22 - Indiana - $241,696
  • 23 - Wisconsin - $238,451
  • 24 - Arizona - $236,870
  • 25 - Utah - $235,789
  • 26 - Delaware - $228,134
  • 27 - Ohio - $226,221
  • 28 - Idaho - $226,054
  • 29 - Florida - $223,392
  • 30 - New Mexico - $223,142
  • 31 - Nebraska - $223,059
  • 32 - Missouri - $217,734
  • 33 - Georgia - $214,573
  • 34 - Michigan - $214,323
  • 35 - South Carolina - $212,909
  • 36 - North Carolina - $212,410
  • 37 - Wyoming - $212,410
  • 38 - Oklahoma - $211,910
  • 39 - North Dakota - $210,496
  • 40 - Kansas - $207,917
  • 41 - Iowa - $204,422
  • 42 - Texas - $203,424
  • 43 - West Virginia - $202,592
  • 44 - South Dakota - $201,760
  • 45 - Alabama - $198,931
  • 46 - Louisiana - $197,933
  • 47 - Tennessee - $197,267
  • 48 - Arkansas - $195,437
  • 49 - Kentucky - $194,854
  • 50 - Mississippi - $187,533

Connecticut, New Jersey, and New York aren't far behind, bringing the number of states with comfortable-income thresholds above $290,000 to six.

Colorado and Vermont Make the Top 10

As expected, many of the highest income thresholds are concentrated in the Northeast and along the West Coast.

However, Colorado has the seventh-highest threshold in the country at $283,213, ranking above Washington and Oregon.

Vermont rounds out the top 10 at $280,384, despite having the second-smallest population of any U.S. state. Meanwhile, nearby states like New Hampshire, Maine, and Rhode Island all fall outside the top 10.

Just Six States Come in Below $200,000

Despite the wide range in living costs across the country, only six states have a comfortable-income threshold below $200,000 for a family of four.

Mississippi ranks lowest at $187,533, followed by Kentucky. The states of Arkansas, Tennessee, Louisiana, and Alabama also fall below the $200,000 mark.

The gap between Massachusetts and Mississippi exceeds $142,000 per year, meaning the Massachusetts benchmark is about 76% higher.

Source

🙏To support my work, Helping to keep the signal high and the noise low:

👉 Cashapp: $thedinarian

👉 Buy me a coffee: https://buymeacoffee.com/thedinarian

👉 PayPal: Scan the QR code below 📲 or Click Here

👇 Crypto Donations Always Welcome 👇

XRP: r9pid4yrQgs6XSFWhMZ8NkxW3gkydWNyQX
XLM: GDMJF2OCHN3NNNX4T4F6POPBTXK23GTNSNQWUMIVKESTHMQM7XDYAIZT
XDC: xdcc2C02203C4f91375889d7AfADB09E207Edf809A6

Read full Article
post photo preview
🤖Can Decentralized AI Stop Big Tech from Owning the Future of Robotics?🤖
The race to build the future of robotics is no longer just about robots. It's about who controls the intelligence behind them.
 
Over the last three years, a small group of companies has emerged as the backbone of the AI revolution. Microsoft provides cloud infrastructure. NVIDIA supplies the chips. Google, OpenAI, Anthropic, Meta, and others develop the models. Together, they control much of the compute, data, and software stack powering modern AI.
 
Now that AI is moving into the physical world, many are asking a bigger question:
 
Will these same companies end up controlling robotics too?
 
It's a valid concern.
 
The latest generation of robots relies on enormous amounts of compute, simulation, training data, and foundation models. Many robotics startups today are built on infrastructure provided by large technology companies. NVIDIA's Omniverse is becoming a key simulation environment for robot training. Microsoft Azure is powering the training of robotics foundation models. Physical AI startups increasingly depend on hyperscale cloud infrastructure to train and deploy intelligent systems. Recent partnerships across the industry show just how central Big Tech has become to robotics development.
But while Big Tech is building the highways, another movement is trying to ensure it doesn't own every destination.
 
That movement is decentralized AI.
 
Why Decentralized AI Exists
 
The idea behind decentralized AI is simple. Instead of a handful of companies owning the models, compute infrastructure, data pipelines, and intelligence networks, these resources are distributed across thousands of participants.
 
This means anyone can contribute compute, contribute models, validate outputs and can participate.
The most visible example today is the decentralized AI network known as Bittensor (@bittensor). The network has evolved into a large ecosystem of specialized AI markets called subnets, where participants compete to provide useful machine intelligence and are rewarded based on performance. Rather than relying on a single company, intelligence is generated and validated by a distributed network of miners and validators.
 
Think of it as an attempt to build an open marketplace for AI instead of a world where intelligence is rented from a few centralized providers.
 
Why This Matters for Robotics
 
Robotics has a unique problem. Unlike chatbots, robots operate in the physical world. They need to perceive environments, make decisions, move safely and they need to learn continuously.
 
The challenge is that collecting and training on real-world robotic data is incredibly expensive. That's one reason large companies have such an advantage. They can afford the compute, simulation environments, and data infrastructure needed to train robotics models at scale.
 
This is where decentralized systems become interesting.
 
Instead of one company collecting all the data and training all the models, decentralized networks could allow thousands of contributors to participate in building robotic intelligence.
 
Imagine a future where:
  • Warehouse robots contribute operational data.
  • Delivery robots contribute navigation data.
  • Factory robots contribute manipulation data.
  • Developers contribute models.
  • Validators evaluate performance.
The resulting intelligence becomes a shared network rather than a proprietary asset.
 
That vision is beginning to emerge.
 
Bittensor's Move Toward Physical AI
 
While many people associate Bittensor (@bittensor) with language models and AI services, parts of the ecosystem are increasingly exploring embodied intelligence and robotics.
 
One example is Kinitro, a subnet focused on incentivizing the training and evaluation of embodied AI systems. The goal is to create competitive environments where developers build robotic intelligence and are rewarded based on performance.
 
The broader Bittensor ecosystem has also expanded into compute marketplaces, distributed inference systems, bandwidth infrastructure, and AI coordination layers that could eventually support robotics workloads. Several subnets now focus on decentralized compute, confidential inference, data transfer, and model training, critical components for future robotic systems.
 
In other words, the pieces are starting to appear.
 
Not a decentralized robot network yet.
 
But the infrastructure that could support one.
 
Beyond Bittensor: The Rise of Physical AI Networks
 
Bittensor isn't alone.
 
Across the industry, researchers and builders are experimenting with decentralized approaches to physical AI.
 
New research published in 2026 introduced the concept of DAO-enabled decentralized physical AI, or DePAI. The idea combines robotics, decentralized infrastructure, AI models, governance systems, and human oversight into a single framework. Instead of centralized control, robots and physical infrastructure could be coordinated through transparent rules and distributed ownership models.
 
At the same time, developers are exploring decentralized operating systems for robots that allow machines to communicate directly with each other and with distributed compute resources. These architectures are designed to make robotic systems more resilient and less dependent on a single cloud provider.
 
The goal is not simply decentralization for its own sake.
 
The goal is resilience.
 
If one server fails, the system continues.
 
If one company disappears, the network survives.
 
If one participant leaves, innovation continues.
 
But Here's the Reality
 
Decentralized AI faces the same challenge every decentralized technology faces.
 
Big Tech has resources. A lot of resources.
 
Training advanced robotics models requires enormous compute budgets, sophisticated simulation environments, access to specialized hardware, and vast amounts of real-world data.
 
That's why many robotics startups still partner with major cloud providers and AI companies. It's often the fastest path to deployment.
 
And there are legitimate concerns about whether decentralized networks can maintain quality, reliability, and security at the scale required for industrial robotics. Even researchers studying decentralized AI systems have highlighted risks around concentration, incentives, governance, and network security.
 
The challenge isn't just decentralizing intelligence.
 
It's decentralizing intelligence while maintaining performance.
 
That's much harder.
 
The Most Likely Outcome
 
The future probably won't be fully centralized. And it probably won't be fully decentralized either. Instead, we're likely heading toward a hybrid model.
 
Large technology companies will continue providing chips, cloud infrastructure, simulation platforms, and foundational research.
 
At the same time, decentralized AI networks will emerge as alternative coordination layers where intelligence, data, and economic value can be shared more openly.
 
The companies building robots may use NVIDIA hardware.
 
Train on Azure.
 
Run foundation models from OpenAI.
 
But they may also participate in decentralized data networks, decentralized compute markets, and decentralized intelligence protocols.
 
The future of robotics could end up looking less like a monopoly and more like an ecosystem.
 
The Bigger Question
 
The real question isn't whether decentralized AI can eliminate Big Tech.
 
It can't.
 
At least not anytime soon.
 
The real question is whether decentralized AI can prevent a future where a handful of companies control every robot, every model, every dataset, and every decision made by the machines operating around us.
 
As robots become workers, assistants, delivery drivers, factory operators, and even economic agents, that question becomes increasingly important.
 
Because the battle for the future of robotics is no longer about hardware.
 
It's about who owns the intelligence.
 
And that battle is just getting started.
 
 

🙏To support my work, Helping to keep the signal high and the noise low:

👉 Cashapp: $thedinarian

👉 Buy me a coffee: https://buymeacoffee.com/thedinarian

👉 PayPal: Scan the QR code below 📲 or Click Here

👇 Crypto Donations 👇

XRP: r9pid4yrQgs6XSFWhMZ8NkxW3gkydWNyQX
XLM: GDMJF2OCHN3NNNX4T4F6POPBTXK23GTNSNQWUMIVKESTHMQM7XDYAIZT
XDC: xdcc2C02203C4f91375889d7AfADB09E207Edf809A6

Read full Article
See More
Available on mobile and TV devices
google store google store app store app store
google store google store app tv store app tv store amazon store amazon store roku store roku store
Powered by Locals