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Machine Learning-as-a-Service (MLaaS) Market Research 2020 by Industry Growth, Business Opportunities, Top Manufacture, Industry Share Report, Status,…

Global Machine Learning-as-a-Service (MLaaS) Market Research Report 2020-2026 is a valuable source of insightful data for business strategists. It provides the industry overview with growth analysis and historical & futuristic cost, revenue, demand and supply data (as applicable). The research analysts provide an elaborate description of the value chain and its distributor analysis. This Market study provides comprehensive data which enhances the understanding, scope and application of this report.

This is the latest report, covering the current COVID-19 impact on the market. The pandemic of Coronavirus (COVID-19) has affected every aspect of life globally. This has brought along several changes in market conditions. The rapidly changing market scenario and initial and future assessment of the impact are covered in the report.

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Key Market Players:

Microsoft Corp., Fair Isaac Corporation (FICO), Amazon Web Services Inc., Iflowsoft Solutions Inc., Yottamine Analytics LLC, PurePredictive Inc., Hewlett Packard Enterprise Development LP, SAS Institute Inc., IBM Corp., BigML Inc., Sift Science Inc., Google LLC

Market segment by Type, the product can be split into

Marketing and Advertisement

Predictive Maintenance

Automated Network Management

Fraud Detection and Risk Analytics

Other

Market segment by Application, split into

IT and Telecom

Automotive

Healthcare

Aerospace and Defense

Retail

Government

BFSI

Other End Users

The leading players of the Machine Learning-as-a-Service (MLaaS) industry, their market share, product portfolio, company profiles are covered in this report. The leading market players are analyzed on the basis of production volume, gross margin, market value, and price structure. The competitive market scenario among Machine Learning-as-a-Service (MLaaS) players will help the industry aspirants in planning their strategies. The statistics offered in this report will be a precise and useful guide to shape business growth.

Machine Learning-as-a-Service (MLaaS) Market Report Highlights:

The report provides a detailed analysis of current and future market trends to identify the investment opportunities market forecasts till 2026.

Key Machine Learning-as-a-Service (MLaaS) market trends across the business segments, regions and countries

Key developments and strategies observed in the market

In-depth company profiles of key players and upcoming prominent players

Key market dynamics such as drivers, restraints, opportunities and other trends

Market opportunities and recommendations for new investments

The report has 150 tables and figures browse the report description and TOC:

https://www.marketinsightsreports.com/reports/06242108028/covid-19-outbreak-global-machine-learning-as-a-service-mlaas-industry-market-report-development-trends-threats-opportunities-and-competitive-landscape-in-2020?Mode=24

TOC Snapshot of Global Machine Learning-as-a-Service (MLaaS) Market

Machine Learning-as-a-Service (MLaaS) Market Product Definition

Worldwide Machine Learning-as-a-Service (MLaaS) Market Manufacturer Share and Market Overview

Manufacturer Machine Learning-as-a-Service (MLaaS) Business Introduction

Machine Learning-as-a-Service (MLaaS) Market Segmentation (Region Level)

World Machine Learning-as-a-Service (MLaaS) Market Segmentation (Product Type Level)

Machine Learning-as-a-Service (MLaaS) Market Segmentation (Industry Level)

Segmentation (Channel Level) of Machine Learning-as-a-Service (MLaaS) Market

Machine Learning-as-a-Service (MLaaS) Market Forecast 2020-2026

Segmentation of Machine Learning-as-a-Service (MLaaS) Industry

Cost of Machine Learning-as-a-Service (MLaaS) Production Analysis

Conclusion

The research includes historic data from 2015 to 2020 and forecasts until 2026 which makes the reports an invaluable resource for industry executives, marketing, sales and product managers, consultants, analysts, and other people looking for key industry data in readily accessible documents with clearly presented tables and graphs

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SFL Scientific Named Partner of the Year for AI Services Delivery – AiThority

SFL Scientific announced that it has been selected by the NVIDIA Partner Network (NPN) as the 2019 Service Delivery Partner of the Year 2019 for the Americas for the second year in a row.

The NPN honors its top North American partners that have shown growth in their GPU business through their growth, leadership, and investments they have made throughout the year.

As organizations capture valuable data across all business functions, a central understanding of how to fully leverage that information, operationalize outcomes and plan where to best make Artificial Intelligence (AI) and machine learning (ML) investments is critical to building a future competitive advantage.

The NPN selected SFL Scientific for its AI consulting and development services, helping clients and partners develop new AI tools, products, and solutions utilizing the power of NVIDIA GPUs to help accelerate and solve complex business challenges.

Recommended AI News:EY And IBM Expand Global Alliance To Help Organizations Accelerate Their Digital Transformation

At the time of this announcement, Dr. Michael Segala, CEO, SFL Scientific said,

Receiving this honor and recognition from NVIDIA is the validation of our mission to be the leading data science and AI implementation partner, helping organizations solve unique challenges with deep learning and AI-based solutions. NVIDIAs industry-leading GPU portfolio benefits not only our respective clients, but shapes how we create R&D, automation, and operational solutions across industries.

This award is a testament to SFL Scientifics ability to lead clients and partners along their journey toward becoming AI-driven enterprises, said Craig Weinstein, Vice President of the Americas Partner Organization at NVIDIA.

Craig added, NVIDIA and SFL Scientific have worked together to add strategic services in solution development and enablement, as well as created opportunities for our clients to innovate.

Recommended AI News:Intermedia Gains Navisite As A Strategic Partner Including Its 70,000+ Business Customer Users Of Microsoft 365

SFL Scientific addresses these needs by deploying Ph.D. data scientists and engineers to use AI in solving data-intensive and complex R&D problems.

SFL Scientifics data science consulting team has worked extensively to distinguish their capabilities beyond what is commercially available by developing novel AI solutions, working across data collection, DevOps & data management, hardware & cloud, computer vision, natural language processing (NLP), and time-series & IoT.

Recommended AI News:Infosys To Transform LANXESS IT Infrastructure And Enable A Globally Harmonized Digital Workplace

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SFL Scientific Named Partner of the Year for AI Services Delivery - AiThority

Providence City Councilmans property vandalized, This was not a political statement adherent to the spirit of our first amendment – The Providence…

PROVIDENCE - John Igliozzi, a Providence City Councilman representing Ward 7, said in a statement that his property was tagged with graffiti and spikes were placed in the tires of his and his sons car over the weekend by vandals demanding that he work to defund and abolish the Providence Police Department.

"This was not a political statement adherent to the spirit of our first amendment," Igliozzi said in the statement. "This was an act of intimidation and censure by threat."

Igliozzi, who represents Hartford and Silver Lake and serves as chairman of the councils Committee on Finance has been helping to lead conversations around establishing an emergency social services response unit in the city and has also advocated for the Law Enforcement Officers Bill of Rights to be repealed.

Discussions around redirecting parts of the police budget and exploring alternatives to traditional policing have ramped up since about 250 constituents testified before the council in support of defunding or abolishing the police during a nine-hour hearing in June.

"I know the vandals that committed these acts are not representative of the community who has come before the City Council and asked for reform from the police department," the statement says. "I will continue to listen and learn from these and other members of our community, and work to help initiate positive reforms that will continue to make the Providence Police Department the best department in the nation."

In a joint statement, other members of the Providence City Council condemned the vandalism at Igliozzis home.

"It's okay to disagree and to let that dissent be heard at an appropriate forum," says the statement issued by City Council members Sabina Matos, Michael Correia, Jo-Ann Ryan, Nicholas Narducci, Mary Kay Harris, Carmen Castillo, James Taylor, Katherine Kerwin, Pedro Espinal, and John Goncalves. "Vandalizing the home and tormenting the family of an elected official, or anyone else for that matter, is crossing the line and will not be tolerated. We stand with Chairman Igliozzi and will continue to work with all stakeholders to find solutions and condemn intimidation and coercion in all its forms. We know that these are not the values our city and neighbors uphold."

mlist@providencejournal.com

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Providence City Councilmans property vandalized, This was not a political statement adherent to the spirit of our first amendment - The Providence...

Portland Protesters Gassed After Setting Fire at Courthouse – gvwire.com

PORTLAND, Ore. Protesters outside Portlands U.S. courthouse set a fire in the buildings entryway early Monday in yet another night of conflict with federal agents who repeatedly tear gassed the demonstrators to drive them away, officials said.

Authorities over the weekend erected large fences around the building in an effort to keep away the protesters who have been on Portlands streets daily since the police killing of George Floyd in Minneapolis nearly two months ago.

But video posted online showed protesterstaking down the fencingand a statement from Portlands city police department described the protesters tactics as they repeatedly headed toward the courthouse and were repelled by federal agents who emerged from inside.

Hundreds of protesters were at the scene Sunday night into early Monday morning and at one point dozens of people with shields, helmets, gas masks, umbrellas, bats, and hockey sticks approached the doors of the courthouse until federal officers came out and dispersed them, the Portland police statement said.

The protesters later lit a fire at about 1:30 a.m. Monday within the portico of the courthouse, said Portland police, who stressed that their officers were not involved in any crowd control measures, did not fire tear gas and were not present during any of the activity described.

Other people added wood and debris to the fire to make it larger and federal agents came out of the courthouse, dispersed the crowd and extinguished the fire,the statementsaid.

The violence happened as local and state leaders expressed anger with the presence of the federal agents, saying that the citys protests had started to ease just as the federal agents started taking action on the streets of Portland.

Speaking on CNNs State of the Union, Democratic Mayor Ted Wheeler said federal officers are not wanted here. We havent asked them here. In fact, we want them to leave.

Top leaders in the U.S. House said Sunday they were alarmed by the Trump administrations tactics against protesters in Portland and other cities, including Washington, D.C. Theyve called on federal inspectors general investigate.

Federal agents disperse Black Lives Matter protesters near the Mark O. Hatfield United States Courthouse on Monday, July 20, 2020, in Portland, Ore. Officers used teargas and projectiles to move the crowd after some protesters tore down a fence fronting the courthouse. (AP Photo/Noah Berger)

This is a matter of utmost urgency, wrote House Judiciary Committee Chairman Jerrold Nadler, D-New York, Homeland Security Committee Chairman Bennie G. Thompson, D-Mississippi, and Oversight and Reform Committee Chairwoman Carolyn B. Maloney, D-New York, in a letter to the inspectors general of Department of Justice and Department of Homeland Security.

The Democratic lawmakers are seeking an investigation into the use of federal law enforcement agencies by the Attorney General and the Acting Secretary of Homeland Security to suppress First Amendment protected activities in Washington, D.C., Portland, and other communities across the United States.

The Democratic lawmakers are seeking an investigation into the use of federal law enforcement agencies by the Attorney General and the Acting Secretary of Homeland Security to suppress First Amendment protected activities in Washington, D.C., Portland, and other communities across the United States.

President Donald Trump has decried the demonstrations, and Homeland Security Secretary Chad Wolf labeled the protesters as lawless anarchists in a visit to the city last Thursday.

We are trying to help Portland, not hurt it, Trump tweeted Sunday. Their leadership has, for months, lost control of the anarchists and agitators. They are missing in action. We must protect Federal property, AND OUR PEOPLE. These were not merely protesters, these are the real deal!

Late Saturday, Portland police said protesters broke into the building of the Portland Police Association labor union that represents officers. Dumpster fires were also set and fencing was moved and transformed into barricades, police said.

Oregon Attorney General Ellen Rosenblum sued Homeland Security and the Marshals Service in federal court late Friday, alleging that unidentified federal agents grabbed people from Portlands streets without warning or explanation, without a warrant, and without providing any way to determine who is directing this action.

Rosenblum said she was seeking a temporary restraining order to immediately stop federal authorities from unlawfully detaining Oregonians.

It was not immediately unclear whether anyone was arrested or detained during the protest that started Sunday night.

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Portland Protesters Gassed After Setting Fire at Courthouse - gvwire.com

Outside the Outbreak: Iran executes man convicted of spying for US, nuclear weapons hot topic 75 years after test – Universe.byu.edu

House leaders alarmed federal officers policing protests

Top leaders in the U.S. House of Representatives said July 19 they were alarmed by the Trump administrations tactics against protesters in Portland, Oregon, and other cities, including Washington, D.C., and called on federal inspectors to investigate.

The Democratic lawmakers are seeking an investigation into the use of federal law enforcement agencies by the Attorney General and the Acting Secretary of Homeland Security to suppress First Amendment protected activities.

Portland Mayor Ted Wheeler said the presence of federal agents is exacerbating tensions. President Donald Trump has decried the demonstrations, and Homeland Security Secretary Chad Wolf blasted the protesters as lawless anarchists.

Post reports misconduct allegations against DC NFL team

The Washington PostreportedThursday that 15 female former employees of the citys NFL franchise said they were sexually harassed during their time with the team.

Three members of the front office are no longer with the organization, and owner Dan Snyder hired a District of Columbia law firm to review the clubs culture, policies and allegations of workplace misconduct.

The allegations come days after the team announced it would drop theRedskinsname and Indian head logo in response to recent pressure from sponsors and decades of criticism that the name and icon are offensive to Native Americans.

Nuclear weapons testing hot topic 75 years after test

On July 16, 1945, the U.S. military detonated the worlds first atomic bomb in New Mexico, ushering in the nuclear age. Now on the 75th anniversary of the test code-named Trinity, nuclear weapons continue to be a hot political topic,including in Utah,where people and livestock were exposed to radiation from nuclear tests.

The Trump administration has talked about resuming nuclear bomb testing as politicians consider renewing compensation for those still suffering from dangerous radiation exposure during the years of nuclear tests.

Retired Utah Republican Sen. Orrin Hatch called updating legislation to help families who were victim to radiation a moral imperative, and nuclear weaponry has anissue in Utahs 4th Congressional District race between Democratic Rep. Ben McAdams and GOP challenger Burgess Owens.

Iran executes man convicted of spying on US-slain general

Iran executed a man convicted of providing information to the United States and Israel about a prominent Revolutionary Guard general Qassem Soleimani, who was killed by a U.S. drone strike in January, state TV reported on July 20.

Iran later retaliated for Soleimanis killing with a ballistic missile strike targeting US forces in Iraq. That same night, the Guard accidentally shot down a Ukrainian jetliner in Tehran, killing 176 people.

Iran has since issued a warrant for the arrest of President Donald Trump and 35 other individuals over the drone strike.

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Outside the Outbreak: Iran executes man convicted of spying for US, nuclear weapons hot topic 75 years after test - Universe.byu.edu

Bitcoin Breakout on July 22? 5 Things to Watch for BTC Price This Week – Cointelegraph

The price of Bitcoin(BTC) begins a new week, ranging north of $9,000 as it awaits cues from macro markets.What could be in store for the coming days?

Cointelegraph takes a look at the major factors that could impact BTC's price this week.

Equities led a somewhat uneventful start to the weeks trading, with major stocks' futures slightly down on the day by a maximum of 0.6% at press time.

Bitcoin likewise had a quiet weekend, with volatility remaining negligible and a narrow trading corridor continuing to characterize price performance.

On Monday, BTC/USD hovered at around $9,180, having hit local highs of $9,226 earlier its highest since July 15.

As has become standard in recent weeks, coronavirus sentiment and reactions to associated remedial measures from governments and central banks dictate macro action, and Bitcoin remains susceptible to copycat moves.

With calm reigning prior to the opening bell on Wall Street, room for maneuver appeared limited, given the compression in BTC/USD over the past several weeks.

A cycle of higher lows and lower highs, the current compression cycle showed little sign of breaking this month. As Cointelegraph reported, however, the status quo is ripe for change and that should happen this week, say analysts.

This feels like a little World Cup of sorts. #bitcoin could break out on or about the 22nd, Jason Williams, co-founder of crypto hedge fund Morgan Creek Digital, tweeted on Sunday.

Investors should not treat Bitcoin as a safe haven too literally within the current market, says the CEO of cryptocurrency exchange Binance.

Speaking to Bloomberg on July 20, Changpeng Zhao, known as CZ in cryptocurrency circles, cautioned against considering BTC/USD as having a particular relationship to stocks.

I think people should not take that meaning of 'safe haven assets'too literally there are always multiple factors affecting the price of an asset, he told the network.

If you imagine Bitcoin as the same as a float and theres the Titanic sinking beside it, if theres a rope tying the float to the Titanic, then the float will sink down with the Titanic, even though the float does have floating properties its just not able to sustain that kind of load.

As Cointelegraph reported, quant analysis has suggested that Bitcoin is 95% correlated to the S&P 500.

CZ added, however, that fiat inflation and its impact on investor holdings would ultimately increase Bitcoins safe haven profile over time.

On the topic of safe havens, attention stayed focused on gold over the weekend. Similarly, as a result of coronavirus fallout, the precious metal is now up 19% year to date.

Even in the eyes of mainstream media, appetite exists among investors for an exit from fiat, which has been tarnished by central bank money printing and lower interest rates.

According to Bank of America Securitiescommodities strategist, Michael Widmer, gold may have even more room for growth than its current nine-year highs.

We need a little bit more visibility before gold prices start peaking, he told CNBC.

Data from on-chain monitoring resource Skew, meanwhile, confirms that Bitcoin has firmly beaten golds year-to-date gains:27.7% versus 18.4%.

Bitcoin versus gold 1-year chart. Source: Skew

Binance further reported significant growth in its futures products focused on altcoins, contrasting with a tailing off in activity for Bitcoin.

In July alone, the exchanges altcoin perpetual futures volume grew 150% to $5.1 billion from $2 billion, while daily volume on altcoin futures hit $2 billion.

This, it said in an accompanying blog post, underscores investor attention concentrating on altcoin markets in the wake of uninspiring Bitcoin price action.

The unusual stagnation in Bitcoins price has shifted investors appetite towards altcoins as prices surged to new all-time highs, the blog post stated.

This explosion in Altcoin demand has ushered in an altcoin season, as seen by Bitcoins declining market capitalization dominance.

Bitcoin futures aggregated daily volumes 1-month chart. Source: Skew

Which direction a Bitcoin price breakout could take is open to debate, however. Analysis suggests a pullback of 11%, in line with support as part of the current descending price channel.

At the same time, Bitcoin network fundamentals and miner sentiment remain conspicuously strong. Difficulty is forecast for another 6.3% rise in seven days time, which will constitute its highest level ever. Likewise, the average hash rate remains near its historical all-time highs.

Bitcoin difficulty 2-month average chart. Source: Blockchain

Difficulty refers to the effort required to solve equations on the Bitcoin blockchain, while hash rate is a rough measure of the computing power dedicated to mining.

While both metrics only give an impression of network health, consistent upward growth has previously resulted in a knock-on effect for price action.

Chief among the proponents of the theory that price follows hash rate is Max Keiser, the RT host who continues to be highly bullish on BTC/USD, forecasting a $500,000 price target.

Continued here:
Bitcoin Breakout on July 22? 5 Things to Watch for BTC Price This Week - Cointelegraph

Bitcoin and Cardanos ADA Weekly Technical Analysis July 20th, 2020 – Yahoo Finance

Bitcoin

Bitcoin fell by 0.95% in the week ending 19th July. Partially reversing a 2.50% gain from the previous week, Bitcoin ended the week at $9,231.2.

It was a bearish start to the week. Bitcoin fell from a Monday intraweek high $9,350 to a Wednesday intraweek low $9,026.6.

Bitcoin fell through the first major support level at $9,095 before finding support in the 2nd half of the week.

3 consecutive days in the green cut the deficit for the week, with Bitcoin recovering to $9,200 levels.

3-days in the red, however, were enough to leave Bitcoin in negative territory for the week.

Bitcoin would need to move back through the $9,200 pivot to bring the first major resistance level at $9,380 into play.

Support from the broader market would be needed for Bitcoin to break back through to $9,300 levels.

Barring an extended crypto rally, the first major resistance level and last weeks high $9,380 would likely cap any upside.

In the event of a breakout, Bitcoin could take a run at $9,500 levels before any pullback. The second major resistance level at $9,526 would likely cap any upside, however.

Failure to move back through the $9,200 pivot would bring support levels into play.

A pullback through to sub-$9,100 levels would bring the first major support level at $9,055 into play.

Barring an extended crypto sell-off, however, Bitcoin should steer clear of the second major support level at $8,879.0. The 23.6% FIB of $8,900 should limit any downside in the week.

At the time of writing, Bitcoin was down by 0.36% to $9,197.9. A mixed start to the week saw Bitcoin rise to an early Monday high $9,238.2 before falling to a low $9,191.2.

Bitcoin left the major support and resistance levels untested at the start of the week.

Cardanos ADA fell by 2.23% in the week ending 19th July. Following a 29.24% rally from the previous week, Cardanos ADA ended the week at $0.12409.

It was a mixed start to the week. Cardanos ADA rose to a Monday intraweek high $0.1369 before ending the day in the red.

Falling short of the first major resistance level at $0.1468, Cardanos ADA slid to a Thursday intraweek low $0.1169.

Steering clear of the first major support level at $0.10116, Cardanos ADA recovered to $0.12 levels to limit the downside.

4-days in the red that included a 3.49% loss on Thursday and 3.01% fall on Friday delivered the weekly loss. A 6.61% rally on Tuesday limited the downside for the week, however.

Cardanos ADA would need to move through the $0.1260 pivot to support a run at the first major resistance level at $0.1350.

Support from the broader market would be needed, however, for Cardanos ADA to break back through to $0.130 levels.

Barring another extended crypto rally, the first major resistance level and last weeks high $0.1369 would likely cap any upside.

In the event of another breakout, the second major resistance level at $0.14596 and $0.15 levels could come into play.

Failure to move through the $0.1260 pivot could see Cardanos ADA see a 2nd consecutive week in the red.

A pullback through to sub-$0.12 levels would bring the first major support level at $0.1150 and 23.6% FIB of $0.1125 into play.

Barring an extended broader-market sell-off, however, Cardanos ADA should steer well clear of sub-$0.010 levels. The second major support level at $0.1060 should limit any downside.

Story continues

At the time of writing, Cardanos ADA was down by 0.92% to $0.12294. A bearish start to the week saw Cardanos ADA fall from an early Monday high $0.12444 to a low $0.12267.

Cardanos ADA left the major support and resistance levels untested at the start of the week.

This article was originally posted on FX Empire

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Bitcoin and Cardanos ADA Weekly Technical Analysis July 20th, 2020 - Yahoo Finance

Bitcoin And Modern Soft Fork Activation Bitcoin Magazine – Bitcoin Magazine

Taproot, a proposed protocol upgrade that would improve Bitcoins privacy and flexibility, is in its late stages of development. Bitcoin Core contributors agree that the upgrade would benefit Bitcoin, and so far it generally appears to be welcomed by the wider Bitcoin ecosystem as well. Its therefore likely that Taproot will make its way into a Bitcoin Core release, with other Bitcoin implementations possibly to follow.

But one question remains: how should the Bitcoin network itself upgrade? Taproot is a consensus protocol change, which means that Bitcoin nodes must somehow switch from the old rules to the new rules without splitting the network into factions enforcing different rules. For various reasons, this has in the past sometimes proven to be a challenge.

Improved strategies to activate protocol upgrades are now being contemplated.

The good news is that Taproot will be a soft fork. This type of upgrade adds or tightens rules as opposed to a hard fork which removes or loosens rules. The nice thing about adding or tightening rules is that anything that an upgraded node considers valid, a non-upgraded node considers valid, too. (If an old node accepts both transaction types A and B, but new rules only allow transaction type A, the old node would remain compatible on a network enforcing the new rules.)

Bitcoins earliest soft forks were activated though flag days. Developers (in particular, Satoshi Nakamoto) embedded a future date in the code of a new Bitcoin software client release, specifying a point in time where upgraded nodes would enforce the new rules. Miners and users were encouraged to upgrade before that date to avoid network splits. (As an aside, in those days, miners and users were in these days more often than today the same people.)

Since non-upgraded nodes remain compatible with new rules, a handy benefit of soft forks is that if a majority of hash power enforces the upgrade, the entire Bitcoin network finds consensus on their version of the blockchain. This also means there is less of a pressing need for all nodes to be upgraded immediately when the new protocol rules are enforced, allowing users some flexibility. (Though users are encouraged to upgrade nonetheless; they are ultimately the ones enforcing the new rules by rejecting transactions and blocks that break them.)

Since about 2012, soft forks have increasingly utilized hash power as a coordination mechanism to coordinate a switch to new rules. By embedding a bit of data in their blocks, miners can signal to other miners and the rest of the network that they upgraded their software, and thus are ready to enforce the new rules. Once enough hash power signals support, all upgraded nodes are triggered to enforce the new rules.

Over the course of a few upgrades, this strategy evolved into Bitcoin Improvement Proposal 9 (BIP 9). BIP 9 was, for example, the mechanism used to activate Bitcoins last soft fork upgrade, Segregated Witness (SegWit). Miners were given a year to activate the upgrade, requiring 95 percent of blocks within any difficulty interval to include a readiness signal bit. If after a year this hadnt happened, the activation period would expire, and the upgrade would have failed. (It could then of course simply be tried again.)

For SegWit, however, BIP 9 did not play out smoothly. As with some of the previous upgrades, some miners probably didnt get around to upgrading for some time due to apathy: there often isnt a very big incentive for miners to upgrade fast. But a bigger problem was that some miners had come to understand the signaling process as a sort of vote on the upgrade, where instead of signaling readiness, they would (or would not) signal support for it. Worse, some miners ended up using this vote to block the upgrade in order to try and gain political leverage over the Bitcoin development process, and/or they voted against the upgrade in order to covertly benefit from a quirk in the Bitcoin protocol which the upgrade would fix.

After an extended period of intense drama, SegWit ultimately did activate, but only after alternative Bitcoin clients included new activation schemes. BIP 148, included in the BIP 148 client run by some users, was programmed to only accept blocks signaling support for the protocol upgrade starting on a flag day. Meanwhile, BIP 91, included in the btc1 client and run by miners just ahead of the BIP 148 flag day, effectively lowered the hash power requirement from 95 percent to 75 percent. Faced with a potential split network and a possible loss of income, the obstructing miners conceded. But for most Bitcoin Core developers, BIP 9 had revealed itself to be a suboptimal solution, and they started thinking of alternatives.

BIP 8 was an early alternative for BIP 9, proposed by BIP 148 author Shaolinfry and Bitcoin Knots and Bitcoin Core contributor Luke-jr. It initially resembled BIP 9, but with one crucial difference: instead of the upgrade failing after a year of insufficient hash power support, it would do the exact opposite and activate the soft fork at that point in time. Similar to a flag day, all upgraded nodes would from then on start enforcing the new rules. Miners whod still have failed to upgrade would risk mining blocks that upgraded miners and users would reject.

The main idea behind BIP 9 is that assuming of course that users upgrade miners cant block the soft fork and therefore cant use this leverage to their benefit. They can speed activation up and help coordinate a smooth protocol upgrade, but the upgrade will eventually happen even if they dont activate it themselves.

A more recent draft of BIP 8 includes some notable changes. For one, BIP 8 allows nodes to be configured for two different policies when the signaling period is about to expire: forced activation, as explained in the previous two paragraphs, or no forced activation, like with BIP 9. Furthermore, instead of activating the upgrade itself, nodes (if so configured) actually enforce signaling for the upgrade. Blocks that do not signal support for the upgrade are then rejected, hence still guaranteeing the upgrade, at least for the upgraded nodes. The combination of these two changes has the interesting property that if a majority of all Bitcoin hash power is compelled to signal support for the upgrade, even BIP 8 nodes that arent configured to enforce signaling will go along with the upgrade,

An argument against BIP 8, and its forced signaling (or automatic activation) in specific, is that it can be risky, especially on a shorter timeline. If a hash power majority and at least some users dont upgrade, this scheme could split the network between upgraded and non-upgraded nodes. Assuming most users support the upgrade, this would likely resolve in favor of the upgraded part of the network eventually. But non-upgraded users would risk losing funds in the meantime, while non-upgraded miners would waste hash power to the detriment of Bitcoins security.

This risk is probably best countered by offering enough time to upgrade. Unfortunately, not everyone agrees on how much time is enough; some think forced signaling could start within a year, others believe it should take several years.

Another complication with BIP 8 is setting defaults for forced signaling. If forced signaling is switched off by default, users could find themselves uncoordinated, increasing the risk of network splits. If on the other hand forced signaling is chosen as the default in a Bitcoin Core release, the historically widespread adoption of Bitcoin Core virtually guarantees that the upgrade will happen. Some believe this would give Bitcoin Core developers too much influence over Bitcoins protocol rules. For this reason, BIP 8 coauthor Luke-jr prefers BIP 8 with forced signaling to exclusively be deployed through special clients, similar to the BIP 148 client.

Others argue that Bitcoin Core developers always release software to their best judgement, while keeping user demand in mind and avoiding contentious upgrades; setting BIP 8 defaults should be no exception to this policy. If anyone disagrees with the choices Bitcoin Core developers make after all, they can simply choose not to upgrade to a new release or even fork the Bitcoin Core code to launch a competing client altogether.

While Bitcoin Core developers indeed seek to take user demand into consideration and try to avoid contentious upgrades, not everyone is convinced this is always perfectly possible. Perhaps concerns about a proposed upgrade only surface when the software is deployed in a new release. Perhaps whole new issues arise after this release. Or perhaps Bitcoin Core developers simply missed something.

This is one reason why Bitcoin Core contributor Matt Corallo proposed a strategy dubbed Modern Soft Fork Activation. Modern Soft Fork Activation consists of three steps, together essentially realizing a combination of BIP 9 (or: BIP 8 without forced signaling) and BIP 8 with flag day activation (though forced signaling could be an option as well).

As the first step, BIP 9 would allow miners to activate the soft fork through hash power. If miners dont activate it in (say) a year, the first activation window expires. Then, as the second step, developers take some time to analyze why activation failed, and reconsider the proposal if they do find a concern with it. If they find there was no problem with the proposal, however, the third step is redeployment of the soft fork, this time using BIP 8 with flag day activation: miners get another chance to activate the proposal with hash power, but if they fail again, the soft fork activates when this second signaling period ends. (During this second signaling period, the hash power activation threshold could also be incrementally lowered over time, Bitcoin Core contributor AJ Towns suggests.)

By explicitly committing to BIP 8 redeployment if it turns out theres nothing wrong with the proposal, Corallo believes the strategy would offer the benefits of BIP 9 without the downside. The code is put out there during the first signaling period for everyone to consider, miners can coordinate a smooth upgrade if they so choose, and with no forced activation developers can take their time to reconsider the proposal if activation does initially fail. Meanwhile, miners would have much less to gain from blocking the upgrade for no good reason, as everyone knows it will eventually activate anyways.

The main argument against Modern Soft Fork Activation is that without miner cooperation, the process would take relatively long, and some consider the BIP 9 step a waste of time altogether. Corallos original proposal includes one year of BIP 9 signaling, followed by six months to reconsider, and finally two years of BIP 8 signaling before automated activation: a total of three-and-a-half years. While this timeline is of course not set in stone yet, shortening the different steps by too much would leave less time for reconsideration and/or upgrading (increasing the risk of network splits).

Due to the long time until potential forced activation, some also argue that miners can try and gain some political leverage after all: they can delay the upgrade for years.

Another, recent suggestion circulating through Bitcoins tech channels is perhaps best described as a bit of a merger between BIP 8 and Modern Soft Fork Activation, at least in spirit. The unnamed proposal would deploy a long BIP 8 signaling period, perhaps as long as Modern Soft Fork Activations three-and-a-half years, after which forced signaling triggers. However, if after (say) one year the upgrade didnt activate yet, developers would take some time to reconsider the proposal, like they would with Modern Soft Fork Activation.

If developers would find no problem with the proposal, and instead were to conclude that it simply hadnt activated due to miner apathy or another invalid reason, they could opt to deploy a new soft fork in the style of BIP 91, used during SegWit activation. This would effectively lower the hash power threshold for activation, presumably speeding up the process.

If, on the other hand, developers would find a problem with the proposal after all, they could deploy a new soft fork that would fix the problem, or even undo the original soft fork (in this case, Taproot) altogether. Assuming Modern Soft Fork Activations three-and-a-half-year timeline until forced signaling, there ought to be enough time left to take care of this.

The main argument against this proposal is probably that its not very elegant to deploy a soft fork that undoes another soft fork, if so needed. More concretely, it requires that miners and users upgrade to new releases before deadlines are reached, or risk splitting the network.

Finally, as a bit of an outlier proposal, Bitcoin Core contributor Jeremy Rubin suggested that a concept he invented called Probabilistic Bitcoin soft forks, or Sporks, might be an interesting alternative.

The heart of the problem of BIP 9, Rubin argues, is that miners can delay upgrades at no cost of their own. Simply refusing to signal readiness for an upgrade is free, while it potentially offers them political leverage.

With Sporks, the readiness signal is no longer taken from a bit of data that miners include in the blocks they mine, but derived from the block header hash: the randomly generated proof of work they produced by investing time and resources. Upgraded nodes would agree that a small subset of valid block header hashes statistically to only be found every six months or so would trigger the upgrade.

Per the randomness of hashes, a miner would not control whether he produces regular block header hashes or upgrade-activating block header hashes; hed statistically just happen to churn out one of the latter sporadically. So, if his invested resources happen to generate an upgrade-activating block header hash, hed have two choices. Either, publish it to the Bitcoin network, earn the block reward, and activate the soft fork. Or, withhold from publishing, delaying the soft fork by about six months on average in our example but in doing so also giving up the block reward. Delaying the upgrade would come at a significant cost.

The main problem with Sporks right now is probably that its a relatively new idea, that hasnt been developed yet let alone tested in the wild. While some do consider the concept interesting, its as of yet not the most likely contender for Taproot activation.

Authors note: The debate on soft fork activation (and Taproot activation in specific) is in flux; this is a non-exhaustive overview of the different upgrade proposals, especially when it comes to variants of the proposals with alternative parameters and other tweaks, and all their pros and cons.

Read more:
Bitcoin And Modern Soft Fork Activation Bitcoin Magazine - Bitcoin Magazine

Bitcoin SV poised to support tokens better than any blockchain – CoinGeek

sCrypt recent published a simple way to implement tokens on the base layer of the Bitcoin SV (BSV) ledger. This demonstration leverages their previous OP_PUSH_TX technique to enforce state such that a chain of token transfers can be established and kept consistent.

After the script terminates with the proper use of OP_RETURN, only two values are necessary to reflect the owners balancetheir public key and token amount. This simplicity is enabled by the security model and features of the Bitcoin protocol itself.

The solution is UTXO based, so additional software to keep track of ownership is minimal. To recognize the transactions, existing wallets would only need to show the user the sum of all the tokens in their UTXOs that match their public key(s). Additional metadata could be trivially added to the transaction in order to rival ERC-20 like standards, paving the way for BSVs potential scale and low fees to deprecate alternative chains token solutions.

Under the UTXO model, tokens can be just as private as Bitcoins:

Source: Medium

Source: BitcoinSV.io

They also scale with the network as opposed to heavily needing to rely on external software.

This base layer solution has an advantages over the Layer 2 solutions like Tokenized and Run which leverage data in OP_RETURN outputs. Tokenized requires off-chain agents to validate transactions; Run requires validating the history of UTXOs. Both Run and sCrypt can leverage external solutions like state servers and co-signers respectively, to prevent arbitrary minting or spoofing of tokens.

That all seems great, yet several hurdles need to be overcome before this is possible. Wallets for the most part only support one transaction type via their user interfaces, sending money from one person to another aka P2PKH. The transactions used as examples are quite large (over 2 KB), so they would have fees of around 1500 satoshis (assuming 0.5 sats/byte). Per sCrypt founder Xiaohui Liu, these scripts are not optimized at all and could be drastically reduced in size.

The actual Bitcoin amounts in the UTXOs would optimally need to be 1 satoshi, which would require a lowering of the dust limit. Also, fees would need to be much lower to make these transactions feasible, and to compete with the other chains solutions. Thus, we have yet another chicken and egg scenario where we want limits lowered but need more demand of on-chain transactions to justify their reduction.

Each token solution (sCrypt, Tokenized, Run) are either not public or too immature to be adopted. The potential exists now to facilitate the transactions faster and cheaper than currently possible on other chains.

Even with sCrypts raw, sub-optimal demo transaction, with a rate of 0.5 sats/byte the fee would be a quarter of a cent (1400 satoshis) which would be 160x cheaper than the 2.1% transaction fee above. Until those solutions mature, users of BSV looking to use stable coins are stuck with duct tape (yet slick) solutions like RelayXs OTC desk which cannot overcome alternative chains high fees.

Source: RelayX

As more simple, easy to implement token solutions emerge, Bitcoin SV is poised to dominate in the token space. At the moment, the potential of the chain with unlocked scripting capabilities are not yet widely understood enough to take advantage. Hopefully sCrypts innovation at the base layer can pave the way forward.

New to Bitcoin? Check out CoinGeeksBitcoin for Beginnerssection, the ultimate resource guide to learn more about Bitcoinas originally envisioned by Satoshi Nakamotoand blockchain.

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Bitcoin SV poised to support tokens better than any blockchain - CoinGeek