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AIWORK, the Artificial Intelligence Network for Human Experts





Blockchain and Artificial Intelligence (AI) are both game-changing technologies. They are set to transcend the world as we know it via their massive impact on businesses and industries alike. Operating separately, both can provide immense benefits to society.

However, increasingly companies and projects are exploring how to leverage these technologies together, combining their forces into a true technological powerhouse. 

AIWORK established itself as one of these entities, combining the benefits of both of these technologies. Their protocol  uses a unique consensus network that consists of AI computing resources coupled with a team of human experts.

The Problems Facing Online Video 

Online videos are probably one of the biggest drivers of content on the internet, playing a critical role in monetization opportunities for content creators worldwide. However, several factors plague online video content associated with search and discovery on video platforms and the Internet in general. 

Most of the issues stem from the quality of metadata, which is the information used to describe content within  a video, along with titles and other tags. Currently metadata is inconsistent, incomplete, and unreliable. It’s also not categorized or standardized, often leading to inaccurate content discovery. All of this makes it difficult for users to find the type of content they’re searching for in a video — lowering user experience and the chance they will return to the content creator or platform.

Some of the more significant problems that can influence search and discovery are: 


  • Video content is subject to several biases and can be quite opaque. 
  • Videos often aren’t indexed scene-by-scene. 
  • Video content isn’t internationalized. 
  • Video content isn’t easily searchable.
  • Video content lacks standardized metadata. 
  • Content safety for both viewers and advertisers isn’t ensured. 
  • Online video platforms are over centralized, prioritizing only a few companies. 

How is AIWORK Addressing this with AI? 

AI refers to the use of machines and computers to complete tasks requiring human intelligence. AI can identify patterns, analyze different situations, and eventually reach or predict a particular outcome. 

AI can also utilize machine learning to learn from any data provided, significantly improving its analytical capabilities and outcomes over time. AIWORK is combining blockchain technology and AI to solve problems riddling the online video content space. 

AIWORK combines AI with human experts, with both working in harmony to create high-quality metadata. AIWORK is also creating its first decentralized application, a video search engine that is completely decentralized and maintained by its community.

AIWORK’s Solution 

AIWORK’s solution to the problem that video content faces is simple. It’s created a decentralized and open-source blockchain protocol, consisting of AI computing resources and human experts, that help the protocol generate standardized and enhanced metadata for video content. 

The team at AIWORK strongly believes that the Internet (especially online video content) has seen significant centralization, which has resulted in the concentration of power in the hands of a few companies. 

AIWORK is working to decentralize the online video content space, giving users back control through the application of blockchain technology, helping to create the foundation of an open and decentralized network for video content online. 

Deployment of its Solution

AIWORK deploys algorithms on specialized nodes. Media files are scanned by GPU and CPU resources, generating metadata, such as transcripts, categories, translations, classifications, and time-coded tags. Given that it’s an  open network, anyone with the computational resources at their disposal can join the AIWORK network. 

AIWORK aims to decentralize AI operations on the blockchain, allowing decentralized applications (dApps) to benefit by using its video search engine. 

AIWORK plans to achieve this by implementing the following mechanisms:


  • Maximizing  utilization by employing smart contracts between all parties involved – AIWORK will give incentives for better quality work and rely on only the most productive service providers to fulfill work. 
  • Utilizing  a compensation and transaction mechanism for service providers – the protocol also rewards network operators for the tasks they perform. 
  • Maintaining  an immutable record for metadata and annotations. 

AIWORK Features

AIWORK has several features that help its protocol achieve the target of decentralizing the online video space: 


  • Decentralized Cloud Computing – AIWORK uses crowd-sourced computing cycles to provide an excellent solution to handling fluctuations in demand while still maintaining optimal costs. This feature of AIWORK also lessens its environmental impact, as it harnesses the resources of already-existing and underutilized computers. 


  • Combined Approach to Verification – AIWORK takes an approach that combines AIand human experts. This approach addresses AI’s shortcomings and allows the protocol to achieve optimal AI computer vision at scale. The AI community will also help to provide AI verification and correction. 


  • Higher Quality Metadata – AIWORK generates normalized and standardized metadata, allowing individuals to query more efficiently and therefore receive better results. This will also benefit online video platforms, allowing their content to be more easily discovered by users. 


  • ContentGraph – ContentGraph is AIWORK’s trademark content safety index that allows the protocol to assign a confidence score to different content safety attributes, such as nudity, hate speech, adult content, violence, guns, and more. Using ContentGraph, AIWORK is able to review and validate videos, flagging all inappropriate content. It can also flag videos with low confidence scores, while scene level detection will flag specific scenes as inappropriate. 

What Does the Future Hold?

AIWORK is targeting long-standing issues that have persisted for far too long in the online video space. It tackles problems such as incomplete and inconsistent metadata, in addition to the presence of centralization in the online video space.

Overall, AIWORK is providing a far more streamlined and efficient way to apply AI’s phenomenal benefits via the blockchain, ultimately giving consumers better control over the content they consume. 



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Polygon Accommodate 37,000 DApp, Scoring 400% This Year



should I buy Polygon crypto

Since the beginning of 2022, the number of decentralized apps (DApps) on the Ethereum scaling platform Polygon has surged 400%, hitting 37k. According to a blog post from partnered Web3 development platform Alchemy published by the Polygon team, the 37,000 figure signifies the total apps produced on both the testnet and mainnet.

At the end of July, there were 11.8k monthly active teams, a sign of blockchain developer involvement, a 47.5% increase from March. In addition, the project team offered an overview of dApp projects, noting that “74% of the teams are entirely integrated on Polygon.”

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The Reason Behind Its Surgence

Their collaboration with Alchemy was the driving force behind the expanding number of DApps. The Polygon team noted earlier this year that the increased amount of DApps being developed on the network was a major contributing reason.

~500 dApps in November, now 37,000+ with 11.8k active teams.

“Many projects are increasingly choosing to build solely on Polygon. Alchemy data shows that 74% of teams integrated exclusively on Polygon”

This is because the Web3 platform’s infrastructure makes it “far easier for Polygon developers” to construct DApps.

Cooperation by Polygon and Alchemy Support dApps

The cooperation launched by Polygon and Alchemy in June 2021 aided in increasing the number of dApps on the network from 3,000 in October to 7,000 in January to over 19,000 in April.

Polygon’s native asset, MATIC, has risen by 66.3% in the last month as cryptocurrency markets have turned green and recently exhibited signs of a possible positive revival. MATIC is presently the sixteenth most valuable cryptocurrency asset, having a market capitalization of $6.9 billion.

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Polygon (MATIC) Price and Tokenomics

The current price of Polygon is $0.9241, with a 24-hour trading volume of $498 million. Polygon’s value has risen by 2.50% in the last 24 hours. MATIC is now the world’s 13th most valuable company, with a market capitalization of $7.6 billion.

It can hold up to 10,000,000,000 MATIC coins, but currently only 8,035,303,935 MATIC coins are in circulation.

Polygon (MATIC) Technical Outlook

MATIC Price Chart
MATIC Daily Price Chart – Source: Tradingview

The MATIC/USD is currently trading at $0.9241 after consolidating in a narrow range of $0.8844 to $1.0001. Given the recent 400% increase in dApp registrations on the Polygon network, MATIC may experience a bullish trend.

A surge in MATIC demand could pierce the $1.0001 resistance level, exposing the MATIC price to the next target area of $1.1330. Further to the upside, MATIC’s next resistance level will be $1.2770.

The leading indicators MACD and RSI indicate divergence, with one indicating a buying trend and the other indicating a selling trend. However, the 50-day EMA is in support of a buying trend.

On the support side, MATIC at $0.8844 is likely to be supported by the upward trendline. On the other hand, a bearish breakout could push Polygon’s price down to $0.7635. Consider staying bullish above the $0.7635 level and vice versa. Good luck!

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Vinteum launches in Brazil to aid the Bitcoin ecosystem



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Vinteum, a nonprofit Bitcoin research and development firm, has been unveiled in Brazil. The firm announced the development in its press release. The entry of Vinteum into Brazil will help facilitate the decentralization of open-source networks within the country.

Vinteum will provide the necessary infrastructures for open-source developers’ training and funding in Brazil. As revealed, this will help grow the country’s bitcoin ecosystem.

The firm acknowledges the criticality enveloped in the Bitcoin ecosystem and the Lightning network. According to Vinteum, the two mechanisms have, in recent years, become complicated owing to bitcoin’s growing maturity. It added that the development had become a significant challenge for developers within the country.

Vinteum believes its investment in proficient open-source developers will aid the Bitcoin and Lightning Network, thereby resolving the problem. Additionally, the firm reiterates its commitment to safeguarding and sustaining the next generation of Bitcoin developers.

According to reports, the firm decided to unveil its center in Brazil to safeguard the Bitcoin ecosystem. Vinteum is optimistic about Bitcoin as a deserving network owing to its various use cases. According to the firm, this necessitated the effort to establish the center, facilitating improved efficiency within the ecosystem. 

However, it noted that “there is no official team, nor is there any built-in mechanism for funding Bitcoin developers.” According to the firm, the situation is obtainable because “it is an open-source software and a decentralized protocol with no owners nor a system of leadership.”

This development is prompting Vinteum to source for investors so that integrated developers can work full-time on the lightning network and other notable open-source projects in the Bitcoin sphere. 

As of press time, it has secured the support of numerous investors. Some investors are John Pfeffer of Pfeffer Capital; Xapo Bank founder and early Bitcoin champion Wences Casares; Sebastian Serrano, CEO and co-founder of Bitcoin blockchain company Ripio; crypto-exchange Okcoin; and the Human Rights Foundation (HRF). However, the firm is yet to publish the amount it has raised through the commitment of these investors.

Vinteum further states that it is on the lookout for developers who can sustain the scaling of the Bitcoin ecosystem. More so, it added that the developers must be able to aid the network’s security, privacy, and programmability.

Reportedly, the co-founders of Vinteum, Lucas Ferreira of Lightning Labs and André Neves of ZEBEDEE, will function as the foundation’s executive director and director of partnerships of the firm.


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Ethereum Co-Founder Vitalik Buterin Downplays Ethereum PoW Fork, Hopes It ‘Doesn’t Result in Folks Losing Money’



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Ethereum co-founder Vitalik Buterin recently mentioned that he cares about the recent Ethereum proof-of-work (PoW) fork topic that’s been finding its method into a variety of conversations inside the crypto community. Buterin remarked at the ETH-Seoul conference over the weekend, that he believes the folks introducing the forked token construct ar essentially a “couple of outsiders” that “mostly simply wish to create a fast buck.”

Vitalik Buterin provides His Opinion on the Proposed Ethereum PoW Fork plan

A lot of individuals inside the crypto community are discussing a potential ETH captive fork (ETHW) that’s distinctive from the present Ethereum Classic blockchain. News reported on the prestigious Chinese crypto manual miner Chandler Guo, who initiated the ETHW language when explaining that he participated within the birth of Ethereum Classic (ETC). The thought then gained additional traction, as a web site referred to as was revealed and a number of exchanges set to list the fork.

Presently, the promissory note tokens for ETHW ar value $138.69 per token, per metrics and against Tron’s USDD stablecoin, ETHW is exchanging hands for 142.27 USDD on Poloniex. This weekend, co-founder of Ethereum Vitalik Buterin mentioned ETHW throughout a Q&A session at the ETH-Seoul conference. Buterin downplayed the chance of a fork of this type seeing semipermanent acceptance. “I’m not expecting it to own substantial, semipermanent adoption,” Buterin stressed.

The Ethereum developer and co-founder conjointly talked concerning Ethereum Classic (ETC) and Buterin complimented the ETC community. “I assume Ethereum Classic already incorporates a superior community and a superior product for folks quite with those pro-proof-of-work values and preferences,” Buterin expressed. once Buterin was asked concerning the ETHW proposal, he explained that those attached its creation ar simply a “couple of outsiders that essentially have exchanges, and principally simply wish to create a fast buck.” Buterin added:

“I hope that whatever happens, doesn’t lead to people losing money.”

Digital Currency Group CEO Barry Silbert Discusses ETHW, Buterin Doesn’t See Fork Harming Ethereum’s Ecosystem

Buterin’s statement follows the statements the founder and chief executive officer of Digital Currency cluster (DCG), Barry Silbert, has created concerning the ETHW plan on Twitter. Silbert tweeted to the Evariste Galois Capital account on Twitter and said: “[For what it’s worth], our full support is behind [Ethereum proof-of-work], additionally to [Ethereum Classic], and have zero intention to support any [Ethereum proof-of-work] fork. [Ethereum] miners ought to move to [Ethereum Classic] to maximise their revenue semipermanent. easy as that.”

Silbert has conjointly created different statements on Twitter on to a number of Chandler Guo’s threads, and Guo asks Silbert in one tweet: “why solely [Ethereum Classic]?” The DCG government replied and aforementioned it’s “the good play for [ethereum] miners” and he conjointly mentioned that Antpool is leading the initiative to support the Ethereum Classic chain. once somebody told Silbert to prevent participating with Guo, Silbert responded and said: “I like and respect Chandler. simply trouble him on this strategy.”

Meanwhile, at this weekend’s ETH-Seoul conference, Buterin elaborated that he doesn’t expect Ethereum (ETH) to be deterred by the chance of another fork. “I don’t expect Ethereum to essentially be considerably injured by another fork,” Buterin remarked. On Twitter, it’s business as was common for Buterin, because the computer code developer tweeted concerning stealing addresses for ERC721 (non-fungible tokens) NFTs on Mon. “A low-tech approach to feature a major quantity of privacy to the NFT scheme,” the Ethereum co-founder aforementioned.

The post Ethereum Co-Founder Vitalik Buterin Downplays Ethereum PoW Fork, Hopes It ‘Doesn’t Result in Folks Losing Money’ first appeared on BTC Wires.

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