|Bid||350.05 x 900|
|Ask||350.43 x 1300|
|Day's Range||346.28 - 363.97|
|52 Week Range||249.10 - 386.75|
|Beta (5Y Monthly)||1.05|
|PE Ratio (TTM)||58.41|
|Earnings Date||Mar 11, 2020|
|Forward Dividend & Yield||N/A (N/A)|
|Ex-Dividend Date||Mar 23, 2005|
|1y Target Est||357.58|
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(Bloomberg) -- Computers using artificial intelligence are discovering medicines, designing better golf clubs and creating video games.But are they inventors?Patent offices around the world are grappling with the question of who -- if anyone -- owns innovations developed using AI. The answer may upend what’s eligible for protection and who profits as AI transforms entire industries.“There are machines right now that are doing far more on their own than to help an engineer or a scientist or an inventor do their jobs,” said Andrei Iancu, director of the U.S. Patent and Trademark Office. “We will get to a point where a court or legislature will say the human being is so disengaged, so many levels removed, that the actual human did not contribute to the inventive concept.”U.S. law says only humans can obtain patents, Iancu said. That’s why the patent office has been collecting comments on how to deal with inventions created through artificial intelligence and is expected to release a policy paper this year. Likewise, the World Intellectual Property Office, an agency within the United Nations, along with patent and copyright agencies around the world are also trying to figure out whether current laws or practices need to be revised for AI inventions.The debate comes as some of the largest global technology companies look to monetize massive investments in AI. Google’s chief executive officer, Sundar Pichai, has described AI as “more profound than fire or electricity.” Microsoft Corp. has invested $1 billion in the research company Open AI. Both companies have thousands of employees and researchers pushing to advance the state of the art and move AI innovations into products.International Business Machines Corp.’s supercomputer Watson is working with the Massachusetts Institute of Technology on a research lab to develop new applications of AI in different industries, and some of China’s biggest companies are giving American companies a run for their money in the field.The European Patent Office last month rejected applications by the owner of an AI “creativity machine” named Dabus, saying that there is a “clear legislative understanding that the inventor is a natural person.” In December, the U.K. Intellectual Property Office turned down similar petitions, noting AI was never contemplated when the law was written.“Increasingly, Fortune 100 companies have AI doing more and more autonomously and they’re not sure if they can find someone who would qualify as an inventor,” said Ryan Abbott, a law professor at the University of Surrey in England. “If you can’t get protection, people may not want to use AI to do these things.”Abbott and Stephen Thaler, founder of St. Louis-based Imagination Engines Inc., filed patent applications in numerous countries for a food container and a “device for attracting enhanced attention,” listing Thaler’s machine Dabus as the inventor.The goal, Abbott said, was to force patent offices to confront the issue. He advocates listing the computer that did the work as the inventor, with the business that owns the machine also owning any patent. It would ensure that companies can get a return on their investment, and maintain a level of honesty about whether it’s a machine or a human that’s doing the work, he said.Businesses “don’t really care who’s listed as an inventor but they do care if they can get a patent,” Abbott said. “We really didn’t design the law with this in mind, so what do we want to do about it?”Still, to many AI experts and researchers, the field is nowhere near advanced enough to consider the idea of an algorithm as an inventor.‘Just Computer Tools’“Listing an AI system as a co-inventor seems like a gimmick rather than a requirement,” said Oren Etzioni, head of the Allen Institute for Artificial Intelligence in Seattle. “We often use computers as critical tools in generating patentable technology, but we don’t list our tools as co-inventors. AI systems don’t have intellectual property rights -- they are just computer tools.”The current state of the art in AI should put this question off for a long time, said Erik Brynjolfsson, director of the MIT Initiative on the Digital Economy, who suggested the debate might be more appropriate in a “century or two.” Researchers are “very far from artificial general intelligence like ‘The Terminator’.”It’s not just who’s listed as the inventor that is flummoxing patent agencies.Software thus far can’t follow the scientific method -- independently developing a hypothesis and then conducting tests to prove or disprove it. Instead, AI is more often used for “brute force,” where it would simply “churn through a bunch of possibilities and see what works,” said Dana Rao, general counsel for Adobe Inc.Human v. Machine“The question is not ‘Can a machine be an inventor?’ it’s ‘Can a machine invent?”’ Rao said. “It can’t in the traditional way we view invention.”A patent is awarded to something that is “new, useful and non-obvious.” Often, that means figuring out what a person with “ordinary skill” in the field would understand to be new -- for instance, a knowledgeable laboratory researcher. That analysis gets skewed when courts and patent offices have to compare the work of a software program that can analyze an exponentially greater number of options than even a large team of human researchers.“The bar is changing when you use AI,” said Kate Gaudry, a patent lawyer with Kilpatrick Townsend & Stockton in Washington. “However this is decided, we have to be consistent.”Iancu likened it to debates a century ago over awarding copyrights to photographs taken with a camera.“Somebody must have created the machine, somebody must have trained the machine and somebody must have pushed the ‘on’ button,” he said. “Do we think those activities are enough to count as human contributions to the invention process? If yes, the current law is enough.”Still, Rao said, there needs to be some way to help companies using AI to protect their ideas. That’s particularly true for copyrights on photographs created through a type of machine learning systems known as Generative Adversarial Networks.“If I want to create images to sell them, there needs to be ways of determining ownership,” Rao said.Abbott said one option would be similar to U.K. law where computer-generated artistic works are given a shorter copyright term than those created by a human. The U.S. requires copyright owners to be human, and famously denied a registration request on behalf a macaque monkey that had taken a “selfie” with a British nature photographer’s camera.The evolution of machine learning and neural networks means that, at some point, the role of humans in certain types of innovation will decrease. In those cases, who will own the inventions is a question that’s critical to companies using AI to develop new products.Iancu said he sees AI as full of promise, and notes that agencies have had to address such weighty questions before, such as genetically modified animals created in a lab, complex mathematics use for cryptography and synthetic DNA.“It’s one of these things where hopefully, the various jurisdictions around the world can discuss these issues before it’s too late, before we have to play catch up,” Iancu said.(Updates with copyright issues in fourth paragraph from the bottom.)To contact the reporters on this story: Susan Decker in Washington at firstname.lastname@example.org;Dina Bass in Seattle at email@example.comTo contact the editors responsible for this story: Jon Morgan at firstname.lastname@example.org, ;Jillian Ward at email@example.com, Elizabeth WassermanFor more articles like this, please visit us at bloomberg.comSubscribe now to stay ahead with the most trusted business news source.©2020 Bloomberg L.P.
Goldman Sachs analysts believe there’s still upside in tech stocks, even if other observers compare the current moment to the bursting of the dot-com bubble two decades ago.
If you're like many Americans, retirement is arguably the biggest expense you're saving for. To that end, there's a good chance that your biggest pool of assets is your 401k account at work.According to industry group Investment Company Institute, at the end of 2018 there are more than 55 million Americans actively participating in their 401k accounts. Moreover, they have just over $5.7 trillion dollars in those accounts. And it's easy to see why as 401k's do provide plenty of benefits. From tax-deferred savings to employer matching, the accounts can be a real cornerstone to meeting retirement goals.The problem is that many 401k accounts are plagued with lousy mutual funds. Thanks to loose fiduciary standards, many plan providers aren't doing their part to help investors find the best mutual funds for their portfolios. Truth be told, the average 401k plan is a minefield.InvestorPlace - Stock Market News, Stock Advice & Trading Tips * 7 Dividend Stocks to Buy (With Brands You Can Find In Your Kitchen) But luckily, here at InvestorPlace, we care about your returns and reaching your retirement goals. To that end, we've combed through the hundreds of portfolio options to bring you the best mutual funds to buy in your 401k.These 10 funds appear in plenty of plans and represent some of the best mutual funds to buy for long-term savings. Vanguard Total Stock Market Index (VTSAX)Expense Ratio: 0.04%, or $4 per $10,000 invested annuallyIt should come as no surprise that an option from Vanguard would be top-dog on a list of the best mutual funds. Investors are waking up to the power of index funds as they tend to outperform active management and feature rock-bottom expenses. And Vanguard is the indexing king.Plenty of 401k plans feature the top-notch Vanguard 500 Index Admiral (MUTF:VFIAX), which tracks the S&P 500. However, the Vanguard Total Stock Mkt Index (MUTF:VTSAX) may be a better choice for your 401k.The reason comes down to simplicity. VTSAX tracks everything. And we do mean everything. The mutual fund follows the CRSP US Total Market Index. This measure looks at the entire U.S. stock market. That includes giants like Exxon (NYSE:XOM) and Microsoft (NASDAQ:MSFT) as well as absolute small fries that you've never heard off. All-in-all, VTSAX holds more than 3,590 different U.S. stocks.That huge breath of holdings means there's no need to hold individual funds covering every corner of the market. It's all here in VTSAX. This makes the option one of the best mutual funds for your core portfolio. After all, the whole point of a 401k is long-term growth. With VTSAX, you can get that all with ease.You also get some decent returns as well. Since its inception in 2000, the fund has managed to return at least 7.2% annually. Part of that comes from the fund's rock-bottom expense. VTSAX costs just 0.04% or $4 per $10,000 invested.With low costs, good returns and one-ticker access, VTSAX is a great core mutual fund for your 401k account. Fidelity Puritan (FPURX)Expense Ratio: 0.53%Thanks to their all-in-one diversification, balanced funds are often seen as one-stop shop for 401k investors. That's because they own both stocks and bonds under one ticker, usually at a 60/40 stock/bond split. The Fidelity Puritan (MUTF:FPURX) is considered a balanced fund. But one big twist makes it one of the best mutual funds to own for the long haul.FPURX isn't static in that 60/40 allocation. Unlike most balanced funds, Puritan's underlying asset allocation can shift as market conditions change. Managers can gauge market sentiment and play with that 60/40 weighting.So, in rising and bull markets, that 60/40 stock/bond split can be as high as 80/20. In declining markets, the reverse is possible. And since the fund's managers aren't tied to an index in either their bond or stock allocations, they can move around in this regard as well.This means they can load up on dirt-cheap values or small-cap stocks as well as tread into high-yield bonds. As a result, FPURX is a very different balanced mutual fund than what most investors are used to and it is more of a total return element for a portfolio. That makes it perfect for a tax-sheltered 401k. * 7 U.S. Stocks to Buy on Coronavirus Weakness Speaking of those returns, Puritan has been spot on. Over the last decade, FPURX has managed to beat the average balanced fund in its category by roughly two percentage points annually. That return has been pretty close to the S&P 500 as well. And yet, FPURX has managed to produce less volatility.With low expenses of 0.53%, FPURX is a great all-in-one choice for your 401k. American Funds Washington Mutual Investors (AWSHX)Expense Ratio: 0.57%"The Bluest of the Blue Chips" would be a prime way to describe American Funds Washington Mutual Investors (MUTF:AWSHX) fund. The reason for that moniker comes down to conservativism and stock picking requirements of its managers.Founded in 1952 specifically for fiduciaries, lead manager Alan N. Berro and his team use a variety of strict eligibility screens covering everything from debt levels, quality of earnings, dividend strength and other fundamental criteria. Only about 1% of all available U.S. companies are good enough to make into AWSHX's holdings.The end result in those strict requirements is a list of those stocks that absolutely dominate their respective fields, have been around since the beginning of time and feature strong sales/profit profiles. They churn out some hefty dividend income, too. Top holdings for the fund include Home Depot (NYSE:HD) and Merck (NYSE:MRK).A despite being a gigantic fund -- with more than $120 billion in assets -- AWSHX has been pretty nimble. The focus on strong dividend-paying equities and holding them for the long-haul has resulted in some great returns. Over the last decade, the mutual fund has managed to pull in just over 12% annually. That's not too shabby at all.What's also not too shabby is its expenses. As an active fund, AWSHX's expense ratio of 0.57% is actually lower than some index funds. That makes it one of the best mutual funds to own for 401k investors heading into retirement. Dodge & Cox Stock (DODGX)Expense Ratio: 0.52%While "growth" has been a favorite since the recession, "value" has been the proven winner. And that's why 401k staple Dodge & Cox Stock (MUTF:DODGX) has been one of the best mutual funds to own.The fund has long had a contrarian and value tilt to its stock holdings. The key to DODGX's 8.95% annual return over the last two decades has been its unique strategy for picking stocks.DODGX runs on a committee basis. That is, each of its managers come up with stock ideas and screen for various value and metrics. Those ideas are taken to the fund's underlying committee who hold a vote for inclusion into the fund.Because stocks require an all or nothing vote, only a handful of values make into the portfolio. The fund has nearly $70 billion in assets and it only spreads those onto just 63 different names. Top holdings include Wells Fargo (NYSE:WFC) and FedEx (NYSE:FDX). * 10 Best Cloud Growth Stocks Right Now This, plus the fact that that DODGX tends to hold stocks for a long time once they're in the portfolio have made it an outstanding performer over the long haul. That includes besting the S&P 500 for much of the fund's lifetime. However, the shift to growth over value stocks in recent years has put pressures on its performance. But given values history of winning, it shouldn't be long before DODGX is back on top.With low expenses and a 1.79% dividend yield, investors can sit comfortably while they wait. Metropolitan West Total Return Bond (MWTRX)Expense Ratio: 0.67%Interest from bonds and cash holdings are generally taxed at ordinary income rates. So, a 401k or similar retirement plan is a great place to park fixed income mutual funds. The Metropolitan West Total Return Bond (MUTF:MWTRX) could be one of the rock stars of the sector.As its name implies, MWTRX is a so-called "total return" bond fund. That means the team at the fund isn't just buying bonds and clipping coupons. They are actively performing credit analysts to find bonds trading for discounts to their par values and underlying cash flows.At the same time, they're willing to sell overvalued bonds or securities that have seen their discounts shrink from their portfolio for gains. The combination of coupon clipping and price improvements results in the fund's return.This also has the fund not just buying IOUs from Uncle Sam. MWTRX holds a mix of government debt, corporate bonds and asset/mortgage-backed securities.The real win is that MWTRX's team happens to be one of the best at doing this. Fixed income is one of the few areas that active management can actually add real alpha to a portfolio. What makes this one of the best mutual funds to buy is its returns. Over the last decade, MWTRX has managed to outperform the Bloomberg Barclays U.S. Aggregate Bond Index by more than 1% annually. For boring fixed-income investments, those are some serious extra returns.Moreover, those extra returns make the fund's expenses of 0.67% much easier to justify. T.Rowe Price Blue Chip Growth (TRBCX)Expense Ratio: 0.7%Most active managers are pretty terrible. But when they are good, they are really good. Case in point, Larry Puglia and the T. Rowe Price Blue Chip Growth (MUTF:TRBCX). Puglia has been guiding TRBCX for twenty-five years and the results have been more than impressive.Since the fund's inception back in 1993, it's managed to produce an 11.01% annual total return. This compares to just a 9.6% return for the S&P 500 over that time. The reason for those extra returns comes down to stock selection.Puglia's combs the large- and mid-cap stock universe for stocks that have plenty of competitive advantages and wide moats. He then screens for those that have faster earnings growth than the broader market as well as high measures of free cash flows. The combination creates a portfolio of stocks primed for long term capital appreciation. * 7 Utility Stocks to Buy That Offer Juicy Dividends And speaking of the long haul, Puglia tends to stick with his winners. For example, he's held Google (NASDAQ:GOOGL, NASDAQ:GOOG) shares for roughly than 15 years. Add in a relatively concentrated portfolio of holdings -- at just 128 different stocks -- and you have a recipe for one of the best mutual funds to buy.Perhaps the only hit to TRBCX could be its expense ratio of 0.7%. However, given the continued gains and market-beating record of the fund, the higher than average expense ratio is justified. In the end, TRCBX is proof that active management can work. Vanguard PRIMECAP (VPMCX)Expense Ratio: 0.38%As we said, Vanguard is the index king. But you know what? It's a pretty great active fund manager as well. And the Vanguard PRIMECAP (MUTF:VPMCX) is its top dog.VPMCX is closed to new outside investors, but there is a backdoor. The fund is still open to those investors who have it as a 401k. Those investors should jump on the opportunity to own one of the best mutual funds around.Primecap is run by arguably one of the best sets of active managers in history. And while each of the fund's five managers are responsible for their own sleeve of assets, the idea is the same. PRIMECAP focuses on large- and mid-cap stocks that trade at bargain prices. However, these stocks do have plenty of growth behind them and many have specific growth catalysts that could propel them forward. This could mean an announced massive buyback program, segment disruption or even restructuring efforts.With the fund currently holding 139 different stocks, VPMAX's managers aren't afraid to place their bets on just a few key ones. Top holdings include Adobe (NASDAQ:ADBE) and Southwest Airlines (NYSE:LUV). Better still is that the team at VPMAX tends to hold stocks for the long haul in order to realize those growth catalysts and value creation.The end result? VPMAX has crushed the S&P 500. Over the one, five and 10-year periods, the fund has managed to beat the S&P 500 by over 1% annually. Constant outperformance is what makes Vanguard PRIMECAP a top choice for your 401k. Vanguard Real Estate Index Admiral (VGSLX)Expense Ratio: 0.12%When it comes to real estate mutual funds in a 401k, there really is only one option. And that's the Vanguard Real Estate Index Admiral (MUTF:VGSLX). Luckily, VGSLX is a great option and investors don't really need to look anywhere else.Thanks to its immense size -- nearly $70 billion in assets -- VGSLX was recently forced to switch indexes to accommodate that heft. It now tracks the MSCI US Investable Market Real Estate 25/50.But that switch may not be a bad thing after all. VGSLX's new index includes previous ignored real estate segments like data centers and timber REITs as well as real estate management firms like CBRE Group (NASDAQ:CBRE). This provides extra diversification and the ability to tap into some niche real estate sectors. All in all, the new index expands the fund's holdings from about 150 to 185 different real estate stocks.It's hard to gauge returns for VGSLX because the index transition is relatively new. However, over the longer term, the fund has done a great job mirroring its exposure and has produced some hefty average annual returns. * 7 Large-Cap Stocks to Buy For Insulation From Volatility And there's a reason to believe that VGSLX will keep that streak alive. Once again, as a Vanguard index fund, fees are dirt cheap for the fund. VGSLX only charges 0.12% in expenses. Fidelity Low-Priced Stock Fund (FLPSX)Expense Ratio: 0.62%Retirement plans are required to include some specialty mutual funds and diversifiers in their mix. There's a good chance that includes the Fidelity Low-Priced Stock Fund (MUTF:FLPSX), which is good because FLPSX has long been a great performer for investors.The fund is a bit of an odd bird in that manager Joel Tillinghast is forced to buy, as its name implies, low-priced stocks. The fund's mandate requires managers to only buy stocks that are initially trading for less than $35 per share. While that may seem crazy, it actually is really smart and helps generate some really big returns over the long haul.For starters, that low price requirement causes FLPSX to buy many small- and mid-cap stocks. Secondly, this requirement tends to skew the portfolio towards value names. The combination puts the mutual fund right in the sweet spot of the market. Small-cap value stocks have traditionally been the market's best performers for decades. And the fact that Tillinghast typically holds onto stocks for a long time only enhances this effect for the fund.What it really does is cause FLPSX to produce some top-notch returns. Over the life of the fund, FLPSX has managed to crush the Russell 2000 Index by nearly four percentage points per year. Meanwhile, the fund has managed to see lower drawdowns versus the index during rough patches such as over the last year.In the end, FLPSX is weird and but funky, and it has been a proven winner in many 401k plans. Vanguard Target Date Retirement SeriesTarget date funds get a bad rap from many investment professionals. And it's easy to see why. Many come layered with fees, under-performing active management and too much or too little risk for timelines. But when they are done right, they can be wonderful core or sole positions in a 401k plan. It's not surprising that Vanguard offers the gold standard.Funds like Vanguard Target Retirement 2050 (MUTF:VFIFX) and Vanguard Target Retirement 2025 (MUTF:VTTVX) offer a blend of stocks and bonds that get more conservative as investors get closer to the date listed in the fund name. The funds are set up as "through" retirement funds and, as such, do include stock allocations during retirement.Vanguard uses just four underlying broad index funds to create the asset mix: Vanguard Total Stock Market Index Fund Investor Shares, Vanguard Total International Stock Index Fund Investor Shares, Vanguard Total Bond Market II Index Fund and Vanguard Total International Bond Index Fund Investor Shares.With those four holdings, investors literally own every stock and bond on the planet. The diversification is amazing and supports long term growth until retirement. Even better is that Vanguard does a roll-up fee scheme in that the 0.15% you pay to hold the target date fund is the total fee for everything.All in all, if your plan offers Vanguard's target-date funds, it could be the only holding you need to have. And that makes them some of the best mutual funds around for retirement savers.At the time of writing, Aaron Levitt held a position in VFIFX. More From InvestorPlace * 2 Toxic Pot Stocks You Should Avoid * 7 Dividend Stocks to Buy (With Brands You Can Find In Your Kitchen) * 7 Hot & Trendy Generation Z Stocks to Buy * 5 Stocks to Buy in the Mighty Middle The post The 10 Best Mutual Funds for Your 401k appeared first on InvestorPlace.
Overall, Adobe (NASDAQ:ADBE) stock checks all the bullish boxes. Like all good growth stories, it boasts powerful and consistent earnings growth over the years. The improving fundamentals have provided the fuel needed to generate one of the best price trends on the planet. Time and time again, ADBE stock has delivered eye-popping profits to shareholders.Source: r.classen / Shutterstock.com That said, let's break down the metrics that matter and offer up a trade idea for those that think $400 is on the horizon. Adobe's EarningsStocks don't rise from $70 to $370 over four years on fluff. Such longlasting gains are the byproduct of a company discovering how to slap rocket boosters on their sales and earnings growth.InvestorPlace - Stock Market News, Stock Advice & Trading TipsADBE stock is one such success story. * 5 Cloud Stocks to Buy for Big Gains in 2020 Consider, for instance, Adobe's fiscal fourth-quarter non-GAAP earnings per share (EPS) growth for the past three years (2017 - 2019): $1.26, $1.83, $2.29. Furthermore, the company's quarter-over-quarter performance proves equally impressive and provides the same takeaway. If the digital media and marketing software behemoth can continue its well-entrenched growth trend, then the future is very bright.If this were a story of a little known company with explosive growth that Wall Street has not noticed yet, then it would be a compelling tale indeed. Unfortunately, investors are well aware of Adobe's strengths and have rewarded their share price accordingly.For example, ADBE stock has risen nearly 2,240% since its 2009 low.Even if you strip out the 2008 debacle and subsequent recovery, Adobe shares have still climbed more than 650% since breaking above their 2007 high in 2013. Therefore, I think its safe to say investors have priced-in the business's boom and then some. ADBE Stock ChartsThe weekly chart has everything you would expect from a rocket ship stock.All major moving averages are rising to reflect buyers' dominance across the field. The current upswing saw a substantial increase in momentum, signaling the trend is gaining steam. ADBE stock has rallied for fifteen of the last sixteen weeks, and jammed the RSI up to 72 in the process. The most persuasive argument against deploying new bull trades here is the stock's overbought posture. There's no doubt it could use a cooldown to digest the gains, but you could have said the same thing in December -- and it's risen for five straight weeks since.That said, I don't blame you if you'd prefer to wait for a lower-risk entry.On the daily view, you can see how effective the 20-day moving average has been in providing support during the ascent. Dips have been shallow, and bulls have been quick to buy the few drops that have arisen along the way; Volume patterns have been supportive of the trend for months.In the short run, ADBE has extended itself from the 20-day moving average. Therefore, I would not be surprised if we see some consolidation or a pullback, -- as either development will create a more compelling chance to buy. Buy Call Spreads of ADBE StockOptions offer a lower-cost avenue for exposure if you think the rise in Adobe continues. Buy the April $370/$390 bull call spread for around $8. The risk is limited to the initial cost of $8 and the reward is $12, offering a potential 150% return.That said, ADBE would need to rise past $390 by April expiration to capture the entire profit.As of this writing, Tyler Craig didn't hold positions in any of the aforementioned securities. For a free trial to the best trading community on the planet and Tyler's current home, click here! More From InvestorPlace * 2 Toxic Pot Stocks You Should Avoid * 7 Utility Stocks to Buy That Offer Juicy Dividends * 10 Gold and Silver Stocks to Profit Off 2020's Fear Trade * 3 Top Companies That Should Be More Careful With Your Data The post How to Trade Adobe Stock Right Now for Big Profits appeared first on InvestorPlace.
Shantanu Narayen became the CEO of Adobe Inc. (NASDAQ:ADBE) in 2007. First, this article will compare CEO compensation...
What fuels top-line growth for software growth stocks? At least four megatrends in technology: cloud computing, digital transformation, big data analytics and artificial intelligence.