Welcome to the freewheeling world of crypto lending – The National

It sounds like a surefire bet. You lend money to a borrower who puts up collateral that exceeds the size of the loan, and then you earn interest of about 20 per cent. What could possibly go wrong?

That's the proposition presented by "DeFi", or decentralised finance, peer-to-peer cryptocurrency platforms that allow lenders and borrowers to transact without the traditional gatekeepers of loans: banks.

And it has exploded during the Covid-19 crisis.

Loans on such platforms have risen more than seven-fold since March to $3.7 billion (Dh13.5bn), according to industry site DeFi Pulse, as investors hunt returns at a time when central banks across the world have slashed interest rates to prop up economies battered by the pandemic.

Proponents say DeFi sites, which run on open-source code with algorithms that set rates in real-time based on supply and demand, represent the future of financial services, providing a cheaper, more efficient and accessible way for people and companies to access and offer credit.

But with the promise of high rewards comes high risk.

Lawyers and analysts say such sites are vulnerable to coding bugs and hacks, and most are untested at scale and unregulated the latter typical of much of a global cryptocurrency sector mistrustful of the financial establishment.

Critics warn the technology could be the next overblown bubble of the crypto world, akin to initial coin offerings (ICOs), with inexperienced investors at particular risk. In 2017, billions of dollars poured into ICOs, where companies raised capital by issuing new virtual coins. Most projects failed to gain traction, and many investors lost their money.

"These are experiments in finance," says Preston Byrne of law firm Anderson Kill in New York. "They're not necessarily legally compliant in a lot of cases. But that doesn't mean that they can't be at some [point in the] future."

My portfolio is a couple of thousand dollars. I trade for fun, to discover new technologies such as decentralised finance.

Antoine Mouran, university student

DeFi is nonetheless surging in popularity.

Seven years ago, Brice Berdah dreamt of retiring in his mid-30s. He worked out what he would need to save: "The exact amount was 1.7 million euros [Dh7.4m]. My plan was to make 5 per cent on my capital."

Reality, though, scuppered his plans. Low interest rates meant his savings stagnated, while inquiries into real estate and car-parking businesses came to naught.

"By 27, I had only saved about 0.5 per cent of the required amount," says Mr Berdah, who works at a start-up that makes digital wallets for storing digital coins. "It was an obvious failure."

To resurrect his dream, Mr Berdah, now 28 and based in Paris, has turned to DeFi.

"Now I'm using DeFi, I've readjusted my retirement plans," he says, adding that he's bet 90 per cent of his net worth on DeFi. "Returns are about 20 to 25 per cent over the last six months ... and I'm on track just now."

While DeFi's roots are in a crypto sector hostile to mainstream finance, some of its aims like cutting costly steps and paperwork in financing have caught the attention of the firms it seeks to undermine.

In the future, backers say, bonds or stocks will be issued and traded directly on their blockchain-based platforms instead of by investment banks or centralised exchanges. Code, not humans, will oversee the processes, they say.

For their part, major banks are looking at how such technology can be used to complement, rather than upend, established finance. Goldman Sachs, for example, has hired a new head of digital assets to look at how assets can exist on blockchain technology, says a representative.

"There is an actual value on what is being built on these protocols," says Maya Zehavi, a blockchain consultant and board member of an Israeli blockchain industry group. "It might end up being an instant financialisation ecosystem for any project. That's the promise."

Most DeFi platforms are based on the ethereum blockchain, the backbone for ether, the second-biggest cryptocurrency after Bitcoin. Unlike Bitcoin, ethereum's blockchain can be used to create digital contracts, while developers can more easily build new software or apps on it.

Loans are recorded, issued and managed by the blockchain-based contracts. Borrowers must offer collateral, also in cryptocurrency, usually worth more than the loans they take out.

DeFi is not for the faint-hearted. Borrowers are typically traders who take out loans in say, ethereum, then use the coins to trade on various exchanges against other cryptocurrencies. They then aim to pay back the loan and pocket their profits, comparable to short-sellers in stock markets.

One such borrower is Antoine Mouran, a computer science student at a university in Lausanne, Switzerland.

Mr Mouran borrows the USD Coin cryptocurrency on lending platform Aave, and then uses the loan to trade Lend coins.

The profits on a typical trade? Depending on the starting price, they can reach 30 per cent, Mouran says.

"My portfolio is a couple of thousand dollars," the 18-year-old adds. "I trade for fun, to discover new technologies such as decentralised finance."

Aave has been a big beneficiary of the recent DeFi boom, with its loans sky-rocketing by nearly 7,000 per cent since June to $1.4bn, DeFi Pulse data shows.

These are experiments in finance. They're not necessarily legally compliant in a lot of cases. But that doesn't mean that they can't be at some [point in the] future.

Preston Byrne, Anderson Kill law firm

Stani Kulechov, founder of the platform, says user interest had been "enormous" in recent months but he acknowledges the pitfalls of the fledgling lending industry.

Mr Kulechov says the code that underpinned DeFi lending was capable of regulating itself without the need for oversight by centralised bodies like financial regulators but only as long as it worked correctly.

"The problem is when smart contracts behave in a way that they shouldn't, and when things go wrong."

However failures in code from bugs to hacks are common.

On March 12 this year, for example, major DeFi lending platform Maker, with about $1.4bn of loans, was rocked by a sudden drop in the price of ethereum and about 1,200 lenders saw their positions suddenly liquidated for virtually nothing, despite safeguards put in place by Maker to protect lenders against sudden market falls.

Some industry players, such Aave's Mr Kulechov, advocate self-regulation by platforms to create standards for smart contracts, aiming to prevent hacks or malfunctioning code.

The DeFi industry, however, is still far from that point.

Many purists are opposed to any oversight by humans or institutions, preferring to put faith in communities of users improving smart contracts, ironing out bugs through open-source programming.

More immediately, some users are turning to a more traditional industry for a degree of protection from DeFi platform failures: insurance. Some firms, such as London-based Nexus Mutual, offer coverage specifically against failures in smart contracts.

Britain's financial watchdog says it regulated some crypto-related activities, looking at them on a case-by-case basis. Even "decentralised" platforms may be subject to regulation, it said separately last year. US securities regulators did not respond to requests for comment.

Until regulation catches up, critics say, the risks of relying on the code may outweigh rewards.

"The people that lose out have no recourse," says Tim Swanson of blockchain payments firm Clearmatics.

"Code is not law."

Updated: August 31, 2020 03:49 PM

See original here:
Welcome to the freewheeling world of crypto lending - The National

Boom or bust? Welcome to the freewheeling world of crypto lending – Reuters

LONDON (Reuters) - It sounds like a surefire bet. You lend money to a borrower who puts up collateral that exceeds the size of the loan, and then you earn interest of about 20%. What could possibly go wrong?

FILE PHOTO: Representation of the Ethereum virtual currency standing on the PC motherboard is seen in this illustration picture, February 3, 2018. REUTERS/Dado Ruvic/Illustration

Thats the proposition presented by DeFi, or decentralised finance, peer-to-peer cryptocurrency platforms that allow lenders and borrowers to transact without the traditional gatekeepers of loans: banks.

And it has exploded during the COVID-19 crisis.

Loans on such platforms have risen more than seven-fold since March to $3.7 billion, according to industry site DeFi Pulse, as investors hunt returns at a time when central banks across the world have slashed interest rates to prop up economies battered by the pandemic.

Proponents say DeFi sites, which run on open-source code with algorithms that set rates in real-time based on supply and demand, represent the future of financial services, providing a cheaper, more efficient and accessible way for people and companies to access and offer credit.

But with the promise of high rewards comes high risk.

Lawyers and analysts say such sites are vulnerable to coding bugs and hacks, and most are untested at scale and unregulated - the latter typical of much of a global cryptocurrency sector mistrustful of the financial establishment.

Critics warn the technology could be the next overblown bubble of the crypto world, akin to initial coin offerings (ICOs), with inexperienced investors at particular risk. In 2017, billions of dollars poured into ICOs, where companies raised capital by issuing new virtual coins. Most projects failed to gain traction, and many investors lost their money.

These are experiments in finance, said Preston Byrne of law firm Anderson Kill in New York. Theyre not necessarily legally compliant in a lot of cases, he added. But that doesnt mean that they cant be at some future.

DeFi is nonetheless surging in popularity.

Seven years ago, Brice Berdah dreamt of retiring in his mid-30s. He worked out what he would need to save: The exact amount was 1.7 million euros. My plan was to make 5% on my capital.

Reality, though, scuppered his plans. Low interest rates meant his savings stagnated, while enquiries into real estate and car-parking businesses came to naught.

By 27, I had only saved only about 0.5% of the required amount, said Berdah, who works at a startup that makes digital wallets for storing digital coins. It was an obvious failure.

To resurrect his dream Berdah, now 28, has turned to DeFi.

Now Im using DeFi, Ive readjusted my retirement plans, said Paris-based Berdah, who has bet 90% of his net worth on DeFi. Returns are about 20-25% over the last six months ... and Im on track just now.

While DeFis roots are in a crypto sector hostile to mainstream finance, some of its aims - like cutting costly steps and paperwork in financing - have caught the attention of the firms it seeks to undermine.

In the future, backers say, bonds or stocks will be issued and traded directly on their blockchain-based platforms instead of by investment banks or centralised exchanges. Code, not humans, will oversee the processes, they say.

For their part, major banks are looking at how such technology can be used to complement, rather than upend, established finance. Goldman Sachs, for example, has hired a new head of digital assets to look at how assets can exist on blockchain technology, a spokesman said earlier this month.

There is an actual value on what is being built on these protocols, said Maya Zehavi, a blockchain consultant and board member of an Israeli blockchain industry group. It might end up being an instant financialisation ecosystem for any project. Thats the promise.

Most DeFi platforms are based on the ethereum blockchain, the backbone for ether, the second-biggest cryptocurrency after bitcoin. Unlike bitcoin, ethereums blockchain can be used to create digital contracts, while developers can more easily build new software or apps on it.

Loans are recorded, issued and managed by the blockchain-based contracts. Borrowers must offer collateral, also in cryptocurrency, usually worth more than the loans they take out.

DeFi is not for the faint-hearted. Borrowers are typically traders who take out loans in say, ethereum, then use the coins to trade on various exchanges against other cryptocurrencies. They then aim to pay back the loan and pocket their profits, comparable to short-sellers in stock markets.

One such borrower is Antoine Mouran, a computer science student at university in Lausanne.

Mouran borrows the USD Coin cryptocurrency on lending platform Aave, and then uses the loan to trade Lend coins.

The profits on a typical trade? Depending on the starting price, they can reach 30%, Mouran said.

My portfolio is a couple of thousands dollars, the 18-year-old added. I trade for fun, to discover new technologies such as decentralised finance.

For a graphic on Boomtime for crypto lending:

here

Aave has been a big beneficiary of the recent DeFi boom, with its loans sky-rocketing by nearly 7,000% since June to $1.4 billion, the DeFi Pulse data shows.

Stani Kulechov, founder of the platform, said user interest had been enormous in recent months - but he acknowledges the pitfalls of the fledgling lending industry.

Kulechov said the code that underpinned DeFi lending was capable of regulating itself without the need for oversight by centralised bodies like financial regulators - but only as long as it worked correctly.

The problem is when smart contracts behave in a way that they shouldnt, and when things go wrong.

However failures in code - from bugs to hacks - are common.

On Mar. 12, for example, major DeFi lending platform Maker, with about $1.4 billion of loans, was rocked by a sudden drop in the price of ethereum.

Around 1,200 lenders saw their positions suddenly liquidated for virtually nothing, despite safeguards put in place by Maker to protect lenders against sudden market falls.

Some industry players, like Aaves Kulechov, advocate self-regulation by platforms to create standards for smart contracts, aiming to prevent hacks or malfunctioning code.

The DeFi industry is still far from that point, though.

Many purists are opposed to any oversight by humans or institutions, preferring to put faith in communities of users improving smart contracts, ironing out bugs through open-source programming.

More immediately, some users are turning to a more traditional industry for a degree of protection from DeFi platform failures: insurance. Some firms, such as London-based Nexus Mutual, offer coverage specifically against failures in smart contracts.

Britains financial watchdog told Reuters it regulated some crypto-related activities, looking at them on a case-by-case basis. Even decentralised platforms may be subject to regulation, it said separately last year. U.S. securities regulators did not respond to requests for comment.

Until regulation catches up, critics say, the risks of relying on the code may outweigh rewards.

The people that lose out have no recourse, said Tim Swanson of blockchain payments firm Clearmatics.

Code is not law.

Reporting by Tom Wilson; Editing by Pravin Char

More:
Boom or bust? Welcome to the freewheeling world of crypto lending - Reuters

New open source API bug detection tool improves application security testing – BetaNews

Software development today usually involves the use of third-party APIs, libraries or frameworks that are complex, rapidly evolving, and sometimes poorly documented.

Security testing solutions company GrammaTech is launching its new Swap Detector, an open-source checker that detects application programming interface (API) usage errors.

Developed as part of a research project sponsored by the Department of Homeland Security Science and Technology Directorate Static Tool Analysis Modernization Project (STAMP), Swap Detector improves application security testing for DevOps teams.

"Traditional static-analysis techniques do not take advantage of the vast wealth of information on what represents error-free coding practices available in the open-source domain," says Alexey Loginov, vice president of research at GrammaTech. "With Swap Detector we applied Big Data analysis techniques, what we call Big Code analysis, to the Fedora RPM open-source repository to baseline correct API usage. This allowed us to develop error-detection capabilities that far exceed the scalability and accuracy of conventional approaches to program analysis."

The Swap Detector interface integrates with a variety of static analysis tools and although initially focused on C/C++ programs, it's applicable to programs in other languages and is especially beneficial for languages that are interpreted and not compiled.

It uses multiple error-detection techniques, layered together to increase accuracy. For example, comparing argument names used in call sites with the parameter names used in corresponding declarations. In addition, it uses 'Big Code' techniques, applying statistical information about usages of known good API-usage patterns collected from a large sample of code and flagging usages that are statistically anomalous as potential errors. To improve the precision of the reported warnings, Swap Detector also applies false-positive reduction strategies to the output of both techniques.

Swap Detector is available now via GitHub.

Photo Credit: Panchenko Vladimir/Shutterstock

Continued here:
New open source API bug detection tool improves application security testing - BetaNews

Tachyum Prodigy Native AI Supports TensorFlow and PyTorch – HPCwire

SANTA CLARA, Calif., August 26, 2020 Tachyum Inc. announced that it has further expanded the capabilities of its Prodigy Universal Processor through support for TensorFlow and PyTorch environments, enabling a faster, less expensive and more dynamic solution for the most challenging artificial intelligence/machine learning workloads.

Analysts predict that AI revenue will surpass $300 billion by 2024 with a compound annual growth rate (CAGR) of up to 42 percent through 2027. AI is being heavily invested in by technology giants looking to make the technology more accessible for enterprise use-cases. They include self-driving vehicles to more sophisticated and control-intensive disciplines like Spiking Neural Nets, Explainable AI, Symbolic AI and Bio AI. When deployed into AI environments, Prodigy is able to simplify software processes, accelerate performance, save energy and better incorporate rich data sets to allow for faster innovation.

Proprietary programming environments like CUDA are inherently hard to learn and use. With open source solutions like TensorFlow and PyTorch, there are a hundred times more programmers that can leverage the frameworks to code for large-scale ML applications on Prodigy. By including support for deep learning environments that are easier to learn, build and train diversified neural networks, Tachyum is able to overcome and move beyond the limitations facing those working exclusively with NVIDIAs CUDA or with OpenCL.

In much the same way that external floating-point coprocessors and vector coprocessor chips have been internalized into the CPU, Tachyum is making external matrix coprocessors for AI an integral part of the CPU. By having integrated matrix operations as part of Prodigy, Tachyum is able to provide high-precision neural network acceleration of up to 10 times faster than other solutions. Tachyums support of 16-bit floating point and lower precision data types improves performance and saves energy in applications, such as video processing. Faster than the NVIDIA A100, Prodigy uses compressed data types to allow larger models to fit in memory. Instead of 20GB shared coherent memory, Tachyum allows 8TB per chip and 64TB per node.

Idle Prodigy-powered universal servers in hyperscale data centers, during off-peak hours, will deliver 10x more AI Neural Network training/inference resources than currently available, CAPEX free (i.e. at low cost, since the Prodigy-powered universal computing servers are already bought & paid for). Tachyums Prodigy enables edge computing and IOT products, which will have an onboard high-performance AI inference optimized to exploit Prodigy-based AI training from either the cloud or the home office.

Business and trade publications are predicting just how important AI will become in the marketplace, with estimates of more than 50 percent of GDP growth coming from it, said Dr. Radoslav Danilak, Tachyum founder and CEO. What that means is that the less than 1 percent of data processed by AI today will grow to as much as 40 percent and the 3 percent of the planets power used by datacenters will grow to 10 percent in 2025. There is an immediate need for a solution that offers low power, fast processing and easy of use and implementation. By incorporating open source frameworks like TensorFlow and PyTorch, we are able to accelerate AI and ML into the world with human-scale computing coming in 2 to 3 years.

Tachyums Prodigy can run HPC applications, convolution AI, explainable AI, general AI, bio AI and spiking neural networks, as well as normal data center workloads on a single homogeneous processor platform with its simple programming model. Using CPU, GPU, TPU and other accelerators in lieu of Prodigy for these different types of workloads is inefficient. A heterogeneous processing fabric, with unique hardware dedicated to each type of workload (e.g. data center, AI, HPC), results in underutilization of hardware resources, and a more challenging programming environment. Prodigys ability to seamlessly switch among these various workloads dramatically changes the competitive landscape and the economics of data centers.

Prodigy significantly improves computational performance, energy consumption, hardware (server) utilization and space requirements compared to existing chips provisioned in hyperscale data centers today. It will also allow Edge developers for IoT to exploit its low power and high performance, along with its simple programming model to deliver AI to the edge.

Prodigy is truly a universal processor. In addition to native Prodigy code, it also runs legacy x86, ARM and RISC-V binaries. And, with a single, highly efficient processor architecture, Prodigy delivers industry-leading performance across data center, AI, and HPC workloads. Prodigy, the companys flagship Universal Processor, will enter volume production in 2021. In April, the Prodigy chip successfully proved its viability with a complete chip layout exceeding speed targets. In August, the processor is able to correctly execute short programs, with results automatically verified against the software model, while exceeding the target clock speeds. The next step is to get a manufactured wholly functional FPGA prototype of the chip later this year, which is the last milestone before tape-out.

Prodigy outperforms the fastest Xeon processors at 10x lower power on data center workloads, as well as outperforming NVIDIAs fastest GPU on HPC, AI training and inference. A mere 125 HPC Prodigy racks can deliver 32 tensor EXAFLOPS. Prodigys 3X lower cost per MIPS and 10X lower core power translates to a 4X lower data center Total Cost of Ownership (TCO), enables billions of dollars of savings for hyperscalers such as Google, Facebook, Amazon, Alibaba, and others. Since Prodigy is the worlds only processor that can switch between data center, AI and HPC workloads, unused servers can be used as CAPEX-free AI or HPC cloud, because the servers have already been amortized.

To see videos of the latest results, please go tohttps://www.tachyum.com/resources

About Tachyum

Tachyum is disrupting data centers, HPC and AI markets by providing universality, industry leading performance, cost and power, while enabling data centers that are more powerful than the human brain. Tachyum, co-founded by Dr. Radoslav Danilak, and its flagship product Prodigy, the worlds first and only universal processor, begins production in 2021. Prodigy brings unprecendeted value targeting a $50B market that is growing at 20% per year. With data centers currently consuming over 3% of the planets electricity, and 10% by 2025, low power Prodigy is critical for the continued doubling of worldwide data center capacity every 4 years. Tachyum has offices in the USA and Slovakia, EU.

Source: Tachyum

Originally posted here:
Tachyum Prodigy Native AI Supports TensorFlow and PyTorch - HPCwire

Dive Into Java Programming With 10 Hours of Training for $35.99 – Best gaming pro

Weve been eagerly awaiting extra particulars on Sonos wi-fi headphone plans ever since Bloomberg let or not its recognized in January 2019 that the multiroom audio firm was actively growing them. Now, nearly two years later, we have now our first have a look at the designs because of a recently awarded patent from the USA Patent Workplace (USPO).

Buried inside the 45-page patent doc are drawings that illustrate two potential headphone designs one which makes use of a single-sided earcup fork, much like a Bowers and Wilkins PX7 or Microsoft Floor Headphones 2, and one other that makes use of what seems to be a forkless strategy that reminds us quite a lot of the Bose Noise Cancelling Headphones 700.

The patent additionally discusses a number of options, which give a robust sense of how the brand new designs might work preserving in thoughts that patents are merely potential outcomes, not ensures of what an organization will launch.

Its clear that Sonos sees the headphones as being integral components of a Sonos whole-home sound system. Theyll have the ability to function over Bluetooth and Wi-Fi, similar to the Sonos Transfer, and also youll have the ability to stream audio to them from a smartphone, from one other Sonos product that has built-in Apple AirPlay, just like the Sonos Beam, or from a TV if its linked to a Sonos soundbar just like the Arc.

However it is going to additionally similar to each different Sonos gadget have the ability to entry streaming companies like Spotify and Apple Music instantly, with out the necessity for a continuing connection to a smartphone or pill. This half would require Wi-Fi, and would probably drain battery life quicker than utilizing Bluetooth. Curiously, the patent additionally makes room for the chance that the headphones might have onboard storage for media recordsdata, one thing no different Sonos gadget at the moment presents.

One other characteristic the described headphones might supply is hands-free entry to a voice assistant, utilizing only a wake-word like Alexa or Hey, Google. Sonos already presents its prospects the flexibility to make use of both Amazon or Googles voice assistant on this approach by way of its voice-enabled merchandise, which now embrace the Arc, Beam, One, and Transfer. This is able to additionally require Wi-Fi except the headphones have been getting used with a smartphone over Bluetooth.

Talking of Bluetooth, weve lengthy puzzled if a set of Sonos wi-fi headphones would work each inside and outdoors the house. That feels like a dumb query, however the cause for the doubt is well-founded. The Sonos app, which controls your entire Sonos expertise at dwelling, doesnt allow you to management the Sonos Transfer when exterior the house.

In these situations, the Transfer isnt any totally different than another Bluetooth speaker, which implies you have to select one other app, like Apple Music or Spotify or Tidal, to manage content material and playback.

However the patented Sonos headphone design does embrace a approach of transferring playback periods from the headphones to different Sonos units and again once more. This is likely to be used to proceed listening periods that happen exterior the house when you get again inside or vice versa, as Protocol points out.

In lots of respects, these headphones will work similar to different top-tier wi-fi headphones like Sonys WH-1000XM4. There will likely be a method to management play/pause, quantity up/down, and observe skip ahead/again. These will probably be contact controls of some variety, however may be bodily buttons. The patent suggests there may be loads of sensors that detect every part from contact, to voice, as to if or not youre sporting the headphones.

There are references to energetic noise cancellation (ANC) so clearly Sonos anticipates that people will need this very fashionable characteristic on its headphones. One of many designs lets individuals management each quantity and ANC via using bodily knobs on the ends of the scarf stems, much like how Microsofts Floor Headphones 2 use a bodily dial for ANC options.

The patent doesnt embrace any pricing data or when (if ever) Sonos will launch its personal wi-fi headphones. In January 2019, Bloomberg reported that they might price $300. This is able to be on the low aspect of comparably geared up headphones from Bose, Beats, Sony, and Sennheiser, particularly when you think about their distinctive compatibility with the Sonos ecosystem.

When Digital Developments requested Sonos to touch upon the patent, we have been supplied with the next assertion from the corporate: As an organization based in innovation, were at all times engaged on totally different concepts and improvements that may assist the world hear higher. We proceed to make investments in our sturdy patent portfolio with dozens of recent patents annually. We do not need extra data to share presently concerning our future product roadmap.

In different phrases: No remark.

Well preserve you posted as quickly as we hear extra about Sonos wi-fi headphones.

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Dive Into Java Programming With 10 Hours of Training for $35.99 - Best gaming pro

Investing in Tezos (XTZ) – Everything You Need to Know – Securities.io

What is Tezos (XTZ)?

Tezos (XTZ) is a fourth-generation blockchain network that incorporates advanced protocols to enable a host of functionalities. Primarily, the platform supports the development of decentralized applications (DApps) and the coding of smart contracts.

Tezos is an open-source decentralized network for assets and applications. Today, the Tezos community consists of researchers, developers, validators, and various support groups. All of these parties share the common goal to expand the Tezos ecosystem.

Tezos history begins in 2014 when co-founders, Arthur Breitman, and Kathleen Breitman began development on their next-generation blockchain. Specifically, the Breitmans sought to simplify Dapp development and create a unique decentralized ecosystem to cater to the needs of the digital economy.

Tezos officially launched in Switzerland in September 2018. Like many other projects in the sector, Tezos utilized a dual company approach. Specifically, Tezos founding company is Dynamic Ledger Solutions (DLS).

Arthur Breitman and Kathleen Breitman

Additionally, the group utilizes a foundation for its fundraising purposes. This non-profit is known as the Tezos Foundation. Importantly, the Tezos Foundation is the company that holds all the operating funds, including the funds collected during the ICO.

Tezos hit the market running. The firm hosted a record-breaking uncapped ICO in 2018. The event was a major success. It secured $232 million in Bitcoin and ether in just under two weeks. The success of the event made international headlines. It also helped propel Tezos further into the spotlight.

Investors received XTZ for their Bitcoin and Ethereum. XTZ, also called tez or tezzie, is a utility token for the Tezos ecosystem. Users can pay for services and execute smart contracts using XTZ. There are 741,546,948 XTZ in circulation currently.

Tezos never announced the total amount of XTZ the platform plans to release. Developers left this open in a bid to ensure that their platform never reaches its capacity in the market. However, some in the space argue that this lack of scarcity hurts the overall value of the coin.

Tezos ICO success was short-lived. Within weeks, the President of Tezos Foundation, Johann Gevers, and the Breitmans got into a public feud regarding the funds raised. Specifically, Gevers refused to disburse the funds to the Breitmans.

The issue was a huge debacle that caused investors to lose faith in the project. This led to the value of XTZ dropping temporarily. Eventually, Gevers left the project, and the funds made it to their destination. However, Gevers made sure to secure a $400,000 severance package for his troubles.

Tezos is unique in the market for a variety of reasons. For one, it utilizes a Liquid proof-of-stakeconsensus mechanism. Also, the platform introduces an agonistic native-middleware known as a Network Shell. This strategy enables developers to utilize modules during the construction of applications.

Tezos is bilingual meaning it utilizes both an Imperative and Functional language. Imperative languages such as Solidity are ideal for smart contract programming in terms of flexibility Whereas, functional languages are more adept at mathematical reasoning, making them more secure.

Tezos (XTZ) Twitter

Tezos uses the combination to ensure its smart contracts are both robust and secure. Notably, the Tezos ecosystem relies on Ocaml for blockchain programming and Michelson for the coding of smart contracts. This strategy also improves transaction speeds across the network.

Currently, XTZ is capable of around 1000 transactions per second (tps). The limit is based on the max allowed gas per transaction. This rate can also increase in the future via voting on protocol changes such as off-chain scaling solutions.

Tezos offers users some features not available to earlier blockchains. To accomplish this task, Tezos combines its transaction and consensus protocols. This strategy streamlines its processes. Crucially, the combination aids in the communication between the network protocol and the blockchain protocol.

The Liquid PoS consensus mechanism is an upgrade to the Delegated Proof-of-Stake systems found in third-generation blockchains like EOS and NEO. In a DPoS, the community votes on who will function as a delegated node.

Importantly, Delegated nodes approve blocks and add the transactions to the blockchain. Additionally, they have a few more rights and responsibilities in the network. Crucially, the number of delegators allowed depends on the bond size minimum requirement. Currently, this limit allows up to around 70,000 delegators.

The LPoS mechanism is exclusive to Tezos at this time. LPoS in Tezos has proven to be very successful. Currently, the network has a stake rate of approximately 80% spread across 450 validators and 13,000 delegators.This makes Tezos one of the most decentralized blockchains in the sector.

The Liquid PoS offers users more control compared to DPoS systems. For one, every user gets a vote. This strategy helps to ensure a more cohesive community. Keenly, users can vote directly or delegate their voting responsibilities to another party.

Additionally, these delegates can then delegate their votes to other delegates via a process known as transitivity. Notably, users can choose to regain their voting rights at any time. They can even change their representatives vote whenever there is a topic in which they disagree with their decision.

The Liquid PoS consensus mechanism provides a balanced and inclusive approach to decentralized network security. Each person has a vote that counts in the final approval of network changes. Best of all, anyone can become a delegate for free. You just need to gain the respect of the community.

To participate in the process a user simply needs to stake their XTZ in a network wallet. In the Tezos ecosystem, this process is called baking. The more XTZ you cake, the better the chances you get to add the next block.

After the block bakes successfully, the network will have 32 random other bakers repeat the process. Once this process is complete, the baker receives a reward. Best of all, the baker gains the ability to charge transaction fees on all the transactions within the block.

The Tezos system mitigates the chance of hard forks via this decentralized voting mechanism. Developers took extra care to ensure that the network has the capabilities to upgrade passively in a decentralized manner via self-amendments. In this way, Tezos seeks to keep its community focused on the same goals.

The voting process begins when a developer submits an upgrade proposal. The proposal must include the technical aspects of the upgrade. Also, it must include the compensation required by the developer for their efforts.

Tezos CoinMarketCap

From here, the protocol will go before the community. The community will test the protocol and give valuable feedback as to its merits. Notably, every protocol undergoes multiple testing periods. In this way, Tezos ensure that only top quality coding makes it onto the blockchain.

Following the completion of the testing period, Tezos token holders can vote on the upgrade directly. If approved, the protocol upgrade will integrate into the network via a protocol called a hot swap. Additionally, the developer will receive compensation from the Tezos Foundation for their efforts at this time.

The Tezos ecosystem provides you with the ability to operate under two different account types. These accounts go by the names Implicit Accounts and Originated Accounts. Critically, these accounts serve different purposes within Tezos infrastructure. In most cases, an Implicit Account will work for basic functionalities.

Implicit Accounts are the type of account that most users posses. These addresses function similar to traditionally crypto accounts. Each Implicit Account includes both public and private keys. Users can check their balance and transfer funds to and from this address.

Originated Accounts are what developers utilize for smart contracts. They differ from Implicit Accounts in a couple of key ways. For one, these accounts always begin with a KT1 versus a tz1. All Originated Accounts include a Manager, Amount, Delegatable, and Delegate Field options.

Tezos is available on most major exchanges today. Binance, the worlds largest exchange, offers multiple Tezos trading pairs. To get started you just need to register for an account. Once your account verification period is over, you can fund your account with fiat currency.

Once your account has funds, it only takes a second to transfer these funds over to Bitcoin or Ethereum. From here, you will want to exchange for XTZ. The entire process can be done in under ten minutes after your account verification completes.

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Storing Tezos is easy. If you are new to the space, you can download a reliable mobile wallet in seconds. The top mobile wallets for this coin are Kukai Tezos Wallet and TezBox Wallet. Both are free to download and provide you with an easy-to-navigate interface.

If you intend to invest significant funds into the project, you should consider a hardware wallet. Manufacturers such as Trezor or Ledger, they both provide high-quality devices for around $100. These devices keep your crypto safely stored offline in cold storage.

Now that Tezos has overcome its inner-company related issues, the firm is ready to take its platform mainstream. Today, Tezos has one of the largest followings in the market. Consequently, you can expect to see Tezos in the top twenty cryptocurrencies for years to come.

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Tachyum Prodigy Native AI Supports TensorFlow and Pytorch – AiThority

Tachyum Inc. announced that it has further expanded the capabilities of its Prodigy Universal Processor through support for TensorFlow and PyTorch environments, enabling a faster, less expensive and more dynamic solution for the most challenging artificial intelligence/machine learning workloads.

Analysts predict that AI revenue will surpass $300 billion by 2024 with a compound annual growth rate (CAGR) of up to 42 percent through 2027. AI is being heavily invested in by technology giants looking to make the technology more accessible for enterprise use-cases. They include self-driving vehicles to more sophisticated and control-intensive disciplines like Spiking Neural Nets, Explainable AI, Symbolic AI and Bio AI. When deployed into AI environments, Prodigy is able to simplify software processes, accelerate performance, save energy and better incorporate rich data sets to allow for faster innovation.

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Proprietary programming environments like CUDA are inherently hard to learn and use. With open source solutions like TensorFlow and PyTorch, there are a hundred times more programmers that can leverage the frameworks to code for large-scale ML applications on Prodigy. By including support for deep learning environments that are easier to learn, build and train diversified neural networks, Tachyum is able to overcome and move beyond the limitations facing those working exclusively with NVIDIAs CUDA or with OpenCL.

In much the same way that external floating-point coprocessors and vector coprocessor chips have been internalized into the CPU, Tachyum is making external matrix coprocessors for AI an integral part of the CPU. By having integrated matrix operations as part of Prodigy, Tachyum is able to provide high-precision neural network acceleration of up to 10 times faster than other solutions. Tachyums support of 16-bit floating point and lower precision data types improves performance and saves energy in applications, such as video processing. Faster than the NVIDIA A100, Prodigy uses compressed data types to allow larger models to fit in memory. Instead of 20GB shared coherent memory, Tachyum allows 8TB per chip and 64TB per node.

Idle Prodigy-powered universal servers in hyperscale data centers, during off-peak hours, will deliver 10x more AI Neural Network training/inference resources than currently available, CAPEX free (i.e. at low cost, since the Prodigy-powered universal computing servers are already bought & paid for). Tachyums Prodigy enables edge computing and IOT products, which will have an onboard high-performance AI inference optimized to exploit Prodigy-based AI training from either the cloud or the home office.

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Business and trade publications are predicting just how important AI will become in the marketplace, with estimates of more than 50 percent of GDP growth coming from it, said Dr. Radoslav Danilak, Tachyum founder and CEO. What that means is that the less than 1 percent of data processed by AI today will grow to as much as 40 percent and the 3 percent of the planets power used by data centers will grow to 10 percent in 2025. There is an immediate need for a solution that offers low power, fast processing and easy of use and implementation. By incorporating open source frameworks like TensorFlow and PyTorch, we are able to accelerate AI and ML into the world with human-scale computing coming in 2 to 3 years.

Tachyums Prodigy can run HPC applications, convolution AI, explainable AI, general AI, bio AI and spiking neural networks, as well as normal data center workloads on a single homogeneous processor platform with its simple programming model. Using CPU, GPU, TPU and other accelerators in lieu of Prodigy for these different types of workloads is inefficient. A heterogeneous processing fabric, with unique hardware dedicated to each type of workload (e.g. data center, AI, HPC), results in underutilization of hardware resources, and a more challenging programming environment. Prodigys ability to seamlessly switch among these various workloads dramatically changes the competitive landscape and the economics of data centers.

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Prodigy significantly improves computational performance, energy consumption, hardware (server) utilization and space requirements compared to existing chips provisioned in hyperscale data centers today. It will also allow Edge developers for IoT to exploit its low power and high performance, along with its simple programming model to deliver AI to the edge.

Prodigy is truly a universal processor. In addition to native Prodigy code, it also runs legacy x86, ARM and RISC-V binaries. And, with a single, highly efficient processor architecture, Prodigy delivers industry-leading performance across data center, AI, and HPC workloads. Prodigy, the companys flagship Universal Processor, will enter volume production in 2021. In April, the Prodigy chip successfully proved its viability with a complete chip layout exceeding speed targets. In August, the processor is able to correctly execute short programs, with results automatically verified against the software model, while exceeding the target clock speeds. The next step is to get a manufactured wholly functional FPGA prototype of the chip later this year, which is the last milestone before tape-out.

Prodigy outperforms the fastest Xeon processors at 10x lower power on data center workloads, as well as outperforming NVIDIAs fastest GPU on HPC, AI training and inference. A mere 125 HPC Prodigy racks can deliver 32 tensor EXAFLOPS. Prodigys 3X lower cost per MIPS and 10X lower core power translates to a 4X lower data center Total Cost of Ownership (TCO), enables billions of dollars of savings for hyperscalers such as Google, Facebook, Amazon, Alibaba, and others. Since Prodigy is the worlds only processor that can switch between data center, AI and HPC workloads, unused servers can be used as CAPEX-free AI or HPC cloud, because the servers have already been amortized.

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Tachyum Prodigy Native AI Supports TensorFlow and Pytorch - AiThority

Denver Arts and Venues Music Advancement Fund Open for Applications – Westword

Over the past two years, Denver Arts & Venues has been awarding local musicians and music-centric organizations grants as part of the Denver Music Advancement Fund. This year, that fund includes a combined $75,000 for grants to Denver-based, music-centered projects driving economic vibrancy, building a more resilient, equitable and connected city, while creating positive social change.

This year, Denver Arts & Venues is teaming up with Illegal Petes and a new 2020 partner, Take Note Colorado, a statewide initiative to provide access to musical instruments and instruction to K-12 students.

Take Note is proud to be a part of the Denver Music Advancement Fund which aligns perfectly with our goal to provide music instruments and instruction, says Walt DeHaven, Take Note Colorado chair and CBS4 general manager, in a statement. It is so important right now that we continue to help our students to have meaningful music experiences.

The Denver Music Advancement Fund is accepting grant proposals from August 28 through October 2. The effort is being funded by Denver Arts & Venues and partners at Illegal Petes and Take Note Colorado and will provide grant opportunities of up to $7,500 per grant to individuals and organizations supporting Denvers music ecosystem.

And that ecosystem has been hit hard by the coronavirus. A recent study by Denver Arts & Venues in partnership with Colorado Creative Industries and Colorado State University estimates that 4,525 jobs and $213.7 million in sales revenue have been lost in Denvers music industry since the start of COVID-19 pandemic.

While this year has been as challenging a year as the restaurant industry has ever seen, its been equally or more challenging for our music and arts community, says Pete Turner, founder and owner of Illegal Petes, in a statement. Though Illegal Petes is fighting the existential threat we are all fighting, were proud that we will still be able to partner in presenting the 2020 Denver Music Advancement Fund. Our creative communities need all of the support that we can offer right now; it is even more important now to celebrate the light and breath that these communities provide.

Denver Music Advancement Fund applicants can be individuals, businesses, educational institutions, nonprofit or community organizations located in the City and County of Denver, or entities outside of the City and County of Denver collaborating with Denver-based applicants or supporting City and County of Denver residents through their programming. Denver Arts & Venues encourages proposals that do one or more of the following:

Respond to current COVID-19-related programming gaps Advance positive change in societal inequities Use music to create a more empathetic and equitable society Demonstrate a clear understanding of a population that lacks access to music Address a specific need with inclusive and culturally relevant programming Explore a broad range of musical genres Engage and benefit diverse and historically marginalized communities Provide student-centered and culturally relevant instruments and instruction Have potential for significant artistic and cultural impact on a community Support career growth and capacity-building to help build workforce in difficult times Explore global and culturally diverse connections Emphasize sustained music-making and other experiential approaches to music instruction Devise and test new ideas to address emergency preparedness and planning

Funded projects must take place in 2020-2021 calendar years and demonstrate financial, time and/or in-kind resource matches. For full guidelines, criteria and application instructions, please visit http://www.artsandvenuesdenver.com/denver-music-advancement-fund.

Jon Solomon writes about music and nightlife for Westword, where he's been the Clubs Editor since 2006.

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Denver Arts and Venues Music Advancement Fund Open for Applications - Westword

As This Global Software Company Expands, Here’s How It Preserves a High-Growth Culture – Built In Austin

The finish line of a big client initiative was in sight for Cognite Project Manager Katherine Cao, but one obstacle remained that required the skills of someone who knew the ins and outs of React, an open-source JavaScript library for building user interfaces.

However, a solution appeared: A recently hired full-stack developer, who recounted his knowledge of the programming language on his first day of the job, was quick to lend a hand after Cao approached him for help.

In a week, the problem was solved.

Without even having completed onboarding, he responded, Of course, why not? Literally, in a week, he was able to get it working, Cao said. We were able to deliver that part of the project, and our end user was extremely happy.

According to Cao, a University of Texas engineering alum, the episode illustrates a culture at the Norway-headquartered company where teammates jump to lend their expertise.

Her fellow Houston-based colleague, Data Scientist Darius Alix-Williams, expressed a similar sentiment when he recently consulted with an overseas colleague on a valve project.

Being able to move quickly, tap into our talent pool and work inan environment where its OK to not understand something has been a big enabler of growth, Alix-Williams said. Knowing that theres someone around you who knows more than you do, and is willing to share that, has made the experience really positive.

As teammates in Cognites first North American locations the company, founded in 2016, opened its Austin and Houston offices in early 2019 being able to tap a vast network of intelligence is crucial as the company expands its footprint. In turn, that allows them to chart an industry where colleagues say new challenges are ample.

Oil and gas, manufacturing and utility companies dont just produce a commodity with their efforts comes troves of data, too. Teammates at Cognite help make sense of that information to equip clients with actionable insights, such as forecasting when a piece of machinery might require maintenance.

Alix-Williams: I started out in academia. You dont see the fruits of your labor for a while. Here, thats not the case. Your challenges are complex and fast-paced; youre interacting with many different pieces. At the same time, youre rewarded. When you make an impact on the project, its conveyed pretty quickly. You know that youre making a difference in the company early on at every stage.

Cao: I came from two very large companies, and in those very structured environments, there are certain expectations and tasks dealt to you. Here, if you want to do something, you can and are encouraged to initiate it.

COO TrygveRnningen: Togetherness and impact are what we aspire to live by. Our CEO in Norway says,Just do it, and well correct it if its wrong. If it fails, we fail quickly and we can correct it. I think thats the pace weve adopted in the U.S.

Alix-Williams: We each have a people manager, who we meet with to set career goals. On a project team or pod level, were moving at a really fast and agile pace. We have standup meetings where we actually talk to each other and figure out whats going on.

Cao: I think we have a very flat hierarchy structure. Were not only encouraged, but expected, to voice our opinions and concerns. Senior management is willing to address any questions that any of the staff has. Its a very open culture.

Rnningen: Our Friday meetings are very open and frank. There are very few things that you cant ask if you feel thats important for you.

I think we have a very flat hierarchy structure. Were not only encouraged but expected to voice our opinions and concerns.

Rnningen: Theres always a yes, lets try it mentality. Its never starting in the defensive position. What motivates me to do better is the people around me who are coming up with things that I never even thought would be possible.

Cao: Beyond technical aspects, Ive been able to learn a lot from the people Im working with because the team is so diverse. Its been really awesome to learn how to fit those pieces together and how everybody can contribute to a project in their own way.

Alix-Williams: The talent pool here blows my mind. Recently, I was working on measuring drift and sensors, something Id never done before. Having someone in our company in Norway whos a valve expert that I could have crash course sessions with was amazing.

Successfully ingesting, synthesizing and applying big data in a customer-facing capacity also hinges on fluid sharing of intelligence internally. To do so, the company embraces integrated and cross-functional team models while championing transparency for company OKRs, said Head of Internal Communications Audrey Camp. By creating and implementing OKRs, weve helped give every team member clarity, purpose and direction, Camp recently told Built In Austin.

Rnningen: As we mature as a company, well formalize these things more. I like having some guidelines, but I also like being able to make my own. I feel it fits well with the customer, project or the objectives that were trying to accomplish. Its not for everyone but, personally, I feel thats better for me.

Cao: I come from large companies with a very structured framework. Some people enjoy that, but I think that many people enjoy exploring what they like doing and finding out what theyre good at. I like being able to rotate through different departments. Not having those limitations really helps take your career where you want it to go.

Alix-Williams: Ive seen peoples careers go down really interesting paths that even they hadnt anticipated, because they realized they had a skill that Cognite didnt have yet. Youre encouraged to explore, like a create-your-own-adventure story. I like the ability to learn what I want to do as I go, versus following a set framework.

Rnningen: I want Cognite to be remembered as a companythat changed the waythe industry works and made it a more sustainable business than what it is today. Its an opportunity I havent had before and I will never have again.

Cao: I want to expand on different parallels within my client and in this company, as well as explore different projects within renewable energy and other up-and-coming industries. Im excited to showcase additional use cases and present how we can change the way they work.

Alix-Williams: Before this, I was working in a research lab using computational methods to model materials. Id like to use physics-based modeling in some capacity, maybe for predictive maintenance. I havent figured out exactly how my background is going to fit into our ethos, but Im sure once I figure it out, the companys going to support me.

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As This Global Software Company Expands, Here's How It Preserves a High-Growth Culture - Built In Austin

NBC Inks Partnership Deal With Sports Betting Platform PointsBet, Will Integrate Into Programming – Deadline

In yet another marriage of sports media with the rising tide of legalized sports betting in the US,NBCUniversal and PointsBet today announced a multi-year partnership by which PointsBet becomes the official sports betting partner of NBC Sports.

As part of the agreement, NBC Sports will provide PointsBet with year-round, multi-platform media and marketing opportunities across its portfolio of events. The companys sports programming includes NBC Olympics, the Golf Channel, NBC Sports Regional Networks, and the Olympic Channel.

The deal is part of a trend among network sports entities. ESPN has partnered with Caesars Entertainment and has a new Daily Wager program, while Fox has an ownership stake in betting service FoxBet via a deal with The Stars Group, a Canadian developer of online and mobile gaming technology. Sports betting is now legal in 18 states plus Washington, DC.

NBC Sports Group serves sports fans 24/7 with live events, insightful studio shows, and compelling original programming. The sports media company consists of NBC Sports, NBC Olympics, NBCSN, Golf Channel, Olympic Channel: Home of Team USA, NBC Sports Regional Networks, NBC Sports Audio Network and NBC Sports Digital, which includes NBCSports.com, NBCOlympics.com, GolfChannel.com the digital assets of the NBC Sports Regional Networks, Rotoworld, the NBC Sports Talk franchise, multiple apps, two transactional sports businesses, GolfNow and SportsEngine, and a direct-to-consumer product NBC Sports Gold.

NBC Sports Group broadcasts programming from the International Olympic Committee and United States Olympic and Paralympic Committee, the NFL, NHL, NASCAR, IndyCar, The PGA Tour, USGA, Churchill Downs, Premier League, Tour de France, and the French Open, among other properties.

Additional highlights of todays agreement, which will take effect immediately:

We are excited to begin this partnership with PointsBet, which will deliver unmatched sports betting engagement opportunities across multiple platforms, saidDavid Preschlack, president, NBC Sports Regional Networks, and EVP content strategy, NBC Sports Group. For NBCUniversal and PointsBet, this agreement provides considerable opportunities in the fast-growing sports betting marketplace, which is unique to this extensive and robust, multi-year arrangement. Looking ahead, were also excited about the significant activation opportunities that will come to fruition as sports betting continues to proliferate across the U.S.

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NBC Inks Partnership Deal With Sports Betting Platform PointsBet, Will Integrate Into Programming - Deadline