Wednesday, August 16, 2017

Ford's Billion-Dollar Artificial Intelligence Bet

From the Verge:

An inside look at Ford’s $1 billion bet on Argo AI
In the race to launch autonomous vehicles, artificial intelligence expertise is the prize
Somewhere between the 14th and 15th floors in a concrete stairwell, Bryan Salesky pauses, searching for the right words to explain his mission for the foreseeable future. He wants to give cars the eyes, ears, and brains they need to operate without humans. And he wants to do it for Ford Motor Company by 2021.

The CEO of Argo AI — a startup that appeared seemingly out of nowhere six months ago, with $1 billion in backing from Ford — is hardly alone in the pursuit to transform the automobile into a vehicle controlled by artificial intelligence. Though a fire alarm interrupted an interview in a San Francisco conference room, Salesky stays focused and collected. And if he is feeling the pressure to develop and deliver this system so Ford — its sole customer, backer, and majority shareholder — can deploy fully autonomous vehicles in just four years’ time, it doesn’t show.

Instead, he comes off as optimistic about the company he founded with Peter Rander, who, as former engineering lead at the Uber Advanced Technologies Group, helped bring the ride-hail company’s first-generation self-driving prototypes to public roads.

Yet, Argo stands out from the hundreds of companies pursuing self-driving technology due to its unique deal with Ford that has invested big in this little-known startup that is now primed to compete with Google’s Waymo, Uber, GM’s Cruise Automation, Tesla, and Aurora — a short list of heavyweights all working on a so-called “full stack solution” of self-driving cars.

Argo was literally yanked out of obscurity by the Ford deal, but there are dozens (if not more) AI / auto startups still wallowing in obscurity. “Artificial intelligence will be an essential player in autonomous vehicles of the future,” said Michelle Krebs, executive analyst with Cox Automotive’s Autotrader. “That’s why automakers like General Motors, Toyota, and Ford are snapping up companies with AI expertise.”

Argo won the lottery, essentially. (Its website is still laughably sparse.) What remains to be seen is if Ford made a wise roll of the dice. Much of exactly what Argo is doing remains unknown. 
In broad terms, Argo is developing self-driving technology that Ford can use to deploy fully autonomous Level 4-capable vehicles for commercial on-demand service. In other words: something like a self-driving taxi service. Level 4 is a designation by SAE International that means the car takes over all of the driving in certain conditions....MUCH MORE

News You Can Use: How To Storm A Castle

https://i.redd.it/e7nmu7sh8ccz.jpg

From Popular Mechanics:
William Gurstelle is the author of Defending Your Castle: Build Catapults, Crossbows, Moats, Bulletproof Shields, and More Defensive Devices to Fend Off the Invading Hordes.
There is a lot more to besieging a walled fortress than simply running around with ladders. 
It's castle-storming season on Game of Thrones. Daenerys Targaryen's elite Unsullied troops managed to sneak in and conquer Casterly Rock without having to climb its walls on horrible ladders. The Lannister army they'd intended to attack actually marched south and laid siege to Highgarden, though the battle happens off-screen. And while Daenerys of the very long name managed to catch the Lannister loot train out in an open field and slaughter them, she would need to mount a much-discussed attack on King's Landing and its Red Keep to remove Queen Cersei from power.

There's perhaps no military action older than castle storming. Whether you're talking about paleolithic Scotland, medieval France, or the fictional kingdoms of Westeros, the pattern appears to be the same: As soon as people had any possessions at all, other people have coveted the lands and possessions of their neighbors. And so, the people with lands and possessions built castles for protection. Siege warfare against those castles is brutal and blunt. It's a style of fighting characterized by a combination of ungodly long, boring waits punctuated by short spurts of terrifying action.
There is a lot more to besieging a walled fortress than simply running around with ladders. A lot more.

It takes more than a forbidding appearance for a castle to keep attackers at bay. The first castles were merely earthen heaps surrounded by a wooden palisade wall. But they quickly got much better. Over time, a body of castle-building knowledge arose and all good castles more or less followed the same rules.

For example, a well-designed castle is never square. The corners on a square castle are vulnerable to attack because the ninety degree angle makes it difficult to mass defenders at those points, so any good field general would concentrate his attacking forces there. To counter this, castle designers erected protruding towers at intervals, giving defenders a redoubt where they could shoot downward with a wide field of view.

In addition, those towers were built as tall as possible. When hurling machines like catapults and trebuchets are forced to shoot in high arcing trajectories, they lose much of their effectiveness. Plus, when defenders drop rocks from high elevations, they have a lot more smashing power.

Typically there was an elevated walkway just behind the top of the castle walls called a rampart. There were openings in the upper walls, accessible to the men on the ramparts, called embrasures, through which archers could shoot.

The main way into a castle, of course, was through the gate. Gates were always exceedingly well protected. Typically, large strong towers flanked both sides of the gates, and the towers were always manned with defenders. The entrance to a castle was often a steel grate called a portcullis, a walkway, and then another portcullis. Above the walkway were the "murder holes," openings through which rocks and spears could be thrust down on attackers trapped between the portcullis grates....MUCH MORE

Creepy comestibles—Insect burgers and balls: Swiss supermarket to sell bug-based food

Ah those wacky Swiss.

From Deutsche Welle:
Coop has set a date to introduce food items made from creepy crawlies to Switzerland. From bug burgers to "insect balls," food security authorities have voiced support for such food as a means for sustainable living.

Coop, Switzerland's second-largest supermarket chain, announced on Monday it will start selling insect-based food for humans later this month, making it the first grocer to do so in the Alpine nation.
The offered products are made of protein-rich meal worm produced by Swiss start-up Essento. The items will be sold in select Coop branches across Switzerland, including Geneva, Bern and Zurich.
The decision comes after Switzerland revised its food safety laws in May, paving the way for the production and distribution of insect-based food, including "insect balls" and insect burgers (pictured above).
In order to meet Swiss safety laws, the insects must be bred under strict supervision for four generations before they're ready for human consumption.

The insect balls represent a healthy culinary specialty that mixes meal worms with rice, carrots, celery, leeks and a pinch of chili, said Essento co-founder Christian Bärtsch....MORE
Insect balls in packaging (picture-alliance/KEYSTONE/W. Bieri)
The insect balls are one of two products to be offered to those doing their groceries in the Alpine nation of Switzerland
HT: Going Concern's Accounting News Roundup

What is Wrong With Former Fed Head Alan Greenspan?

It is almost as if this stuff has been deliberate.

From Lars Syll:

That’s how it goes when you prefer to read Ayn Rand 
A couple of years ago the former chairman of the Fed, Alan Greenspan, wrote in an article in the Financial Times, speaking of the continually increasing demands for stronger regulation of banks and finance:
Alan Greenspan and Ayn Rand at the White House after Greenspan was sworn in as chairman of Gerald Ford’s Council of Economic Advisers, September 1974
Since the devastating Japanese earthquake and, earlier, the global financial tsunami, governments have been pressed to guarantee their populations against virtually all the risks exposed by those extremely low probability events. But should they? Guarantees require the building up of a buffer of idle resources that are not otherwise engaged in the production of goods and services. They are employed only if, and when, the crisis emerges.
The buffer may encompass expensive building materials whose earthquake flexibility is needed for only a minute or two every century, or an extensive stock of vaccines for a feared epidemic that may never occur. Any excess bank equity capital also would constitute a buffer that is not otherwise available to finance productivity-enhancing capital investment.
That is — to say the least — astonishing. Not wanting to take genuine uncertainty or ‘fat tails’ seriously is ominous enough. Is there anything the year 2008 taught us, it is that the ‘tail risks’ are genuinely real and must be included in all financial calculations. But even worse is how someone – who surely ought to have read at least an introductory course in economics – can get the idea that demand for higher capital requirements of banks would be equivalent to building buffers of ‘idle resources.’ The claim is from an economist’s point of view absolute nonsense.

Capital requirements are about how the mix between debt and equity of banks’ balance sheets should look like. It is not a question of something having to be set aside. It is not about liquidity or reserve requirements. Capital requirements are not about pea soup in a jar that we should put on stock to have in a crisis. It’s about how much leverage we should allow banks to have.

Higher capital requirements simply mean that we demand that banks finance a larger portion of their portfolios out of equity and less out of money deposited or loans. There is nothing here about resource use, but about how banks should manage risks. And how they are distributed in an economically efficient manner.

Of course, higher capital requirements mean that banks’ risk taking decrease....MORE
I wonder if  Professor Syll isn't actually being kind with the Randian explanation rather than implying something more nefarious.
So I will.

We first mentioned Greenspan's Feb. 23, 2004 speech at the National Credit Union Association back in April 2007—note the date, something economic was approaching—where, as Chairman of the Fed., Greenspan said:
"American consumers might benefit if lenders provided greater mortgage product alternatives to the traditional fixed-rate mortgage. "
and
"Indeed, recent research within the Federal Reserve suggests that many homeowners might have saved tens of thousands of dollars had they held adjustable-rate mortgages..."
Those 5/1 and other flavors of ARMs turned out to be landmines should the economy ever tank or interest rates rise near the time of the resets.

We reiterated the oddity in January 2008—and that something economic was much closer—with "Alan Greenspan: Competent Criminal or Criminally Incompetant?".

Finally in December 2015 we trotted out the speech story once again but this time with a new intro and set to music (all it takes is a little confidence**):

Climateer Line of the Day: Perils of Prognostication Edition (or was Greenspan just a straight up con man?)

Canada's Financial Post has a column, "Why oil forecasting is a crap shoot, and free oil for the world ain’t going to happen" that includes this tidbit:
“Today’s tight natural gas markets have been a long time in coming, and futures prices suggest that we are not apt to return to earlier periods of relative abundance and low prices anytime soon,”...
-Alan Greenspan, testimony to Congress, June 2003

At the time natural gas was at $6.31.
On December 18, 2015 it traded as low as $1.684 before starting this really fun run to $2.36 this morning.

I am reminded of another Greenspan pitch that we first wrote about back in April 2007 and expanded upon in January 2008.

Cue the soundtrack:


And now, a tale of how a lot of folks with adjustable rate mortgages got stung:


The Set-up
"...American consumers might benefit if lenders provided greater mortgage product alternatives to the traditional fixed-rate mortgage. To the degree that households are driven by fears of payment shocks but are willing to manage their own interest rate risks, the traditional fixed-rate mortgage may be an expensive method of financing a home."
-Alan Greenspan
Speech to the National Credit Union Association
February 23, 2004
The Score
The $3 Billon Payday In today’s Journal Gregory Zuckerman brings us news of the biggest one-year salary ever paid on Wall Street — that of hedge-funder John Paulson, who made somewhere between $3 billion and $4 billion last year. That’s right, between $3 billion and $4 billion. In one year. 
...Mr. Paulson made his pile by betting against the housing market at just the right time. Lots of people bet their money on a housing crash, but they were too early — his bets happened to coincide with a crash in the debt markets.
The Wall Street Journal's Wealth Report blog.
January 15, 2008
The Payoff
Greenspan joins hedge fund Paulson
Alan Greenspan, the 81 year-old former chairman of the Federal Reserve, is set to join the US hedge fund Paulson & C. as an adviser. 
Dr Greenspan will advise Paulson on the global financial markets, and under the terms of the agreement he will not advise any other hedge fund while he is working for Paulson.
Paulson manages $28bn of assets and last year earned billions of dollars when it called correctly the collapse in the sub-prime mortgage market, a collapse which was caused by Dr Greenspan who kept interest rates too low for long, according to some economic commentators....
The Telegraph
January 16, 2008
The Stinger
Anna Schwartz blames Fed for sub-prime crisis
..."There never would have been a sub-prime mortgage crisis if the Fed had been alert. This is something Alan Greenspan must answer for," she says.

...She is scornful of Greenspan's campaign to clear his name by blaming the bubble on an Asian saving glut, which purportedly created stimulus beyond the control of the Fed by driving down global bond rates. "This attempt to exculpate himself is not convincing. The Fed failed to confront something that was evident. It can't be blamed on global events," she says.
Professor Anna Schwartz, co-author with Milton Friedman of
"A Monetary History of the United States"
The Telegraph
January 14, 2008

The End

*The Sting was based on a great sketch of human nature, The Big Con: The Story of the Confidence Man by David W. Maurer.
**tag-line from the movie poster.

There's a saying in the con world: "You can't con an honest man" but I'm thinking, if you do a little cui bono analysis of the last ten years of rates and QE, it sure looks like a case of not just a Rahmian
"You never want a serious crisis to go to waste. And what I mean by that it's an opportunity to do things you think you could not do before." 
but something a bit deeper.

I'm starting to 'entertain' the idea that creating a crisis is an even more efficient way to guarantee that "opportunity" to do things...

"Tronc and Investor’s Business Daily are working together on a paid newsletter"

Coming at things from the consumer viewpoint, everything on the spectrum from low-latency machine-readable to dead trees weeklies, I should maybe do a post on news distribution business models but not today.

From Digiday, Aug. 16:
With duopoly-squeezed publishers on the hunt for more reader revenue, some have joined forces to go after it.

Tronc and Investor’s Business Daily are launching Trophy Funds, a paid newsletter product designed to give its readers advice on investing in mutual funds. IBD staffers, with some input from Tronc, will create the content, while Tronc’s consumer marketing and audience teams will handle marketing and build an audience for it. Subscriptions cost $8.99 per month, and the publishers will split the revenue; while exact details of the arrangement were not disclosed, the split is “pretty equal,” according to IBD President Jerry Ferrara.

The two publishers hail from different corners of the media landscape – Tronc’s roots are in the newspaper business, while IBD’s are in delivering a specialized, finance-focused publication – both have tried to diversify the paid products they offer to readers, and both say the partnership could be the start of a broader trend — not just at their respective companies, but across the digital publishing landscape.

“I think it’s super important, for independent publishers in particular,” Ferrara said. “If you’re not part of a giant publishing house, it’s going to get increasingly difficult to do it on your own.” 

Trophy Funds, which publishes monthly, will feature a combination of introductory articles (the first issue includes an article titled “Mutual funds 101”), lists of high-performing mutual funds, in-depth looks at specific funds and strategies for how to beat the performance of the market. Each issue is expected to run around 16 pages.

Although the price point is significantly lower than many of IBD’s products, the most expensive of which costs $1,500 per year, Ferrara said the level of sophistication is the same. “We didn’t really hold anything back,” he said. “We took the same scope we normally have.”

Trophy Funds is IBD’s first foray into finance newsletters, a market Ferrara is eager to wade into: IBD estimates the market for paid financial newsletters is easily worth hundreds of millions of dollars....MORE

The Idea Of Finance as Intermediated Scarce Private Capital Is Obsolete

From the Cornell Law Review:

The Finance Franchise
102 Cornell L. Rev. 1143 (2017)
Cornell Legal Studies Research Paper No. 16-29
77 Pages Posted: 11 Aug 2016 Last revised: 9 Aug 2017
 
Robert C. Hockett Cornell University - Law School

Saule T. Omarova
Cornell University - Law School
Abstract
The dominant view of banks and other financial institutions is that they function primarily as intermediaries, managing flows of scarce funds from those who have accumulated them to those who have need of them and can pay for their use. This understanding pervades textbooks, scholarly writings, and policy discussions – yet it is fundamentally false as a description of how a modern financial system works. Finance today is no more primarily “intermediated” than it is pre-accumulated or scarce.

This Article challenges the outdated narrative of finance as intermediated scarce private capital and maps the basic structure and dynamics of the financial system as it actually operates. We begin by developing a three-part taxonomy of ways to model financial flows – what we call the “credit-intermediation,” “credit-multiplication,” and “credit-generation” models of finance. We show that only the last model captures the core dynamic of a complex modern financial system, and that the ultimate source of credit-generation in any such system is the sovereign public, acting primarily through its central bank and treasury. We then trace the operation of this dynamic throughout the financial system, from the banking sector, through the capital and “shadow banking” markets, all the way out to the “disruptive” frontier of peer-to-peer digital finance.

What emerges from this retracing of the financial system’s operative logic is a comprehensive view of modern finance as a public-private franchise arrangement. On this view, the sovereign public acts effectively as franchisor, licensing private financial institutions to earn rents as franchisees in dispensing a vital public resource: the public’s monetized full faith and credit. We conclude the Article by drawing out some of the potentially transformative analytic and normative implications of a paradigmatic shift from the orthodox theory of financial intermediation to the franchise view of finance.
Cornell Law Review download page
(76 page PDF
HT: Mike Norman Economics

"What the Heck’s Going On with Vintage Automobiles?"

From Wolf Street: 

The fate of asset bubbles under the new regime.

Everyone is hoping that next Friday and Saturday, at Sotheby’s auction in Monterey, California, the global asset class of collector cars will finally pull out of their ugly funk that nearly matches that during the Financial Crisis. “Hope” is the right word. Because reality has already curdled. Sotheby’s brims with hope and flair:
Every August, the collector car world gathers to the Monterey Peninsula to see the magnificent roster of best-of-category and stunning rare automobiles that RM Sotheby’s has to offer. For over 30 years, it has been the pinnacle of collector car auctions and is known for setting new auction benchmarks with outstanding sales results.
This asset class of beautiful machines – ranging in price from a 1962 Ferrari 250 GTO Berlinetta that sold for $38.1 million in 2014 to classic American muscle cars that can be bought for a few thousand dollars – is in trouble.

The index for collector car prices in the August report by Hagerty, which specializes in insuring vintage automobiles, fell 1.0 point to 157.42. The index is now down 8% year-over-year, and down 15%, or 28.4 points, from its all-time high in August 2015 (186).

Unlike stock market indices, the Hagerty Market Index is adjusted for inflation via the Consumer Price Index. So these are “real” changes in price levels.

The index has now fallen nearly 7 points below the level of August 2014. That was three years ago! In fact, the index is now at the lowest level since March 2014.

The chart below from Hagerty’s August report shows how the index surged 83% on an inflation-adjusted basis from August 2009 to its peak in September 2015, and how it has since given up one-third of those gains. This is what the inflation and deflation of an asset bubble looks like (I added the dates):
During the Financial-Crisis, the index peaked in April 2008 at 121.0, then plunged 16% (20 points) to bottom out in August 2009 at 101.39. By then, the liquidity from the Fed’s zero-interest-rate policy and QE was washing across the world, and all asset prices began to soar.....MORE

Tuesday, August 15, 2017

The Third Rate Bromance of Travis Kalanick and Anthony Levandowski (plus Elon Musk does a drive-by)

We haven't had anything on the Waymo-Uber lawsuit in a while, here's the latest.
From Business Insider:

Former Uber engineer slammed Tesla in texts to Travis Kalanick: 'We've got to start calling Elon on his s---'
  • Waymo, Google's sister company focused on self-driving-car technology, claims in a lawsuit that Uber stole intellectual property and trade secrets when it acquired a startup founded by Anthony Levandowski.
  • Levandowski was the head of Waymo's self-driving-tech team before joining Uber.
  • Levandowski slammed Tesla's approach to self-driving tech in text messages to Travis Kalanick, Uber's cofounder and former CEO. The texts were made public via a court filing.
A former Uber engineer slammed Tesla CEO Elon Musk in texts to Travis Kalanick, Uber's cofounder and former CEO, a court filing shows.

The engineer, Anthony Levandowski, is at the heart of a lawsuit filed in February by Waymo, Google's sister company focusing on self-driving-car technology. The suit claims that Levandowski, the former head of Waymo, stole intellectual property and trade secrets and used them for Uber's autonomous-vehicle efforts.

Levandowski joined Uber in August 2016 when the company acquired his self-driving-truck startup, Otto. Uber fired Levandowski in May over his refusal to cooperate in the legal case.

A court filing, first reported by IEEE Spectrum's Mark Harris on Tuesday, shows text exchanges between Levandowski and Kalanick while the two were planning the Otto acquisition.
An interesting nugget buried in the texts is a shot Levandowski took at Musk's approach to self-driving-car technology.

"We've got to start calling Elon on his s---," Levandowski wrote in a text in September. "I'm not on social media but let's start 'faketesla' and start give physics lessons about stupid s--- Elon says."
Tesla did not immediately return Business Insider's request for comment.

Levandowski's example of "stupid s--- Elon says" was the Tesla CEO's reasoning behind his decision not to use lidar, a notoriously expensive sensor that uses lasers to help self-driving cars detect obstacles.

Musk has said Tesla does not use lidar for its Autopilot technology because lidar cannot penetrate rain, fog, dust, or snow. Instead, Tesla cars are equipped with a radar sensor, which uses radio waves....MORE
I'm waiting for Mr. Musk to drop an "Anthony who?" on Levandowski.

The IEEE Spectrum piece has more detail:
....Levandowski and Kalanick’s Relationship

The two men quickly formed a strong bond, but there are challenges—and advantages—when your new best friend is the CEO of the world’s largest start-up.
3/29/2016 Levandowski: I am at the secret side door, no rush

7/23/2016 Kalanick: You hungry? .. Can get some Uber Eats steak and eggs.

At these meetings, often late at night, Levandowski would explain the mysteries of self-driving technology to the Uber founder.
4/8/2016 Kalanick: Where you teach me in depth about an autonomy topic

4/8/2016 Levandowski: Yes, we should of done it. We did a bit on lasers before but need to go deep on all the topics.

In return, Kalanick dispensed management advice, such as this just before the Otto acquisition was announced:
8/12/2016 Kalanick: Three principles

8/12/2016 Kalanick: 1) don’t tell anyone about the deal before it happens, ESPECIALLY someone you're about to fire 2) firing fast is a cultural imperative you don't want to break except in the most extreme situations 3) get creative

Both men shared the same ambition:
9/19/2016 Levandowski: We’re going to take over the world

9/19/2016 Levandowski: One robot at a time

10/7/2016 Kalanick: Down to hang this eve and mastermind some shit...MORE

Real Estate Company Replaces Agents With AI, Data And Robots

From Newsday:

Real estate tech company aims to replace agents with robots, data
A real estate technology company that aims to lower the cost of home-selling by using robots and “big data” instead of commission-based real estate agents has opened a Long Island office — its first outside of California.

REX Real Estate Exchange, which charges a selling commission of 2 percent instead of the usual 5 percent to 6 percent, launched its Long Island operation last week, when it started operating out of a co-working space at RXR Plaza in Uniondale. The Los Angeles-based company expects to start listing New York-area homes on its website, rexchange.com, later this week.

Traditional real estate fees “are just crazy high compared with every other industry in the United States,” said Jack Ryan, Rex’s chief executive and a former partner at Goldman Sachs. Decades ago, investment brokerages charged 12 cents a share for stock trades, but now they charge less than a penny, he said. By lowering real estate fees, he said, his company is “doing the same thing with residential real estate.”

REX, which has raised $16 million from investors, is not the only company seeking to upend the residential real estate sales model.

Another new entrant to the housing market is EasyKnock, a Sag Harbor startup that is rolling out a website designed to match sellers with buyers without the intervention of brokers.

The company, which has raised $1.2 million in venture capital and plans to go live in about a month, lowers commissions to 1.5 percent and does not list homes on the Multiple Listing Service of Long Island, said co-founder and chief executive Jarred Kessler. The MLS is a way for brokers to share information about homes for sale.

“We’re a broker-free ecosystem,” Kessler said.

Among national brokerages, Seattle-based Redfin charges sellers a 1.5 percent listing fee — or 1 percent in a few communities, including Washington, D.C. — though unlike REX and EasyKnock, it also pays a commission to the buyer’s agent.

In a typical home sale, the commission gets split between the seller’s and buyer’s brokerages. If a home sells for $300,000 and the seller pays a 6 percent commission divided equally, each brokerage receives $9,000 and pays out a portion of that to the agents.

Long Island real estate brokers expressed skepticism about the tech-focused companies’ prospects for success.

“Discount brokers have attempted to be around for many, many years, and they just fall away because it is important to provide good personal services to the seller and to the buyer,” said Joe Moshé, owner of Plainview-based Charles Rutenberg Realty.

To be sure, few home sellers choose to bypass agents. Last year and in 2015, 89 percent of home sellers used a real estate agent, the highest share since at least 1981, said Adam DeSanctis, a spokesman for the National Association of Realtors....MORE

Credit Where Credit Is Due: Trinity Asset Management's Fundamentalis blog Is Pretty Good at This S&P Earnings Thing

On Friday Bloomberg reported "Corporate America Is Having Its Best Earnings Season in 13 Years":
...Of the 454 companies in the S&P 500 that have so far reported second-quarter results, 68 percent have beaten analysts’ average estimates for revenue and 78 percent have topped per-share earnings expectations, according to data compiled by Bloomberg. Earnings rose an average of 9.8 percent, while sales have climbed 5.5 percent....
Which brought to mind this post from two months ago linking to:
Second Quarter 2017 S&P 500 Earnings Will Likely See at Least 10% – 12% Y/Y Growth
Fundementalis speaking:
...My guess at this juncture just looking from the Q2 ’17 Thomson data, is that by mid-August ’17, Q2 ’17 earnings growth for the SP 500 should be north of 10% – 12%, versus the 8.3% expected currently.

Q2 ’16 was still weak thanks to the commodity price pressure and the weak bank earnings from last year, so the easier comp will make Q2 ’17 growth look that much better...
That bolded bit is key. While most analysts thought the quarter's numbers were going to be good there were very few who thought they would be as good as we've seen.

Which explains a large part of why the market has been able to hold its own over the last two months, up 1.5% or so.
Here's what Fundamentalis is saying now:

Whatever Market’s Issues, SP 500 Earnings Are Definite Positive

The spike in the VIX this week, brought out the various market statisticians that talked about “forward returns” around the SP 500 after such a spike, and it portends favorably for the key benchmark.

That being said, if the SP 500 does run into a bigger drawdown, for whatever reason, the SP 500 earnings data is an unquestionable positive halfway through the third quarter.

Yesterday, it was written on this blog that the “forward 4-quarter” estimate is at a 5-year high. Still not over 10%, but close. Looking at the year-over-year growth of the forward estimate, for the last 5 years around mid-August, here is the trend:
  • 8/11/17: +9.87%
  • 8/12/16: +1.47%
  • 8/14/15: -1.82%
  • 8/15/14: +9.40% (just prior to the drop in crude oil from $100 to $28)
  • 8/30/13: +7.02%
At no point absent the inflated earnings growth in 2009 and early 2010 following the 2008 Financial / Mortgage / Credit Crisis has the “forward 4-quarter estimate y/y growth” remained above 10% for any length of time. We’ll see if it can get there in the next two quarters.

Frankly SP 500 earnings growth rates now lap the increase in the price of crude oil in Q3 and Q4 ’16, so the back half of 2017 might not see consistent 10% growth, but it will be close....
...MORE

We followed the Fundamentalis post with June 30's "What the Market Needs now is...Earnings" which is still true.
But now positive comparisons are going to be more challenging to achieve.

"Crude Oil Prices Retreat To 3-Week Lows, Dollar Recovery Erodes Support" (and a bit of gold)

That was the point of the intro to Aug. 1's "Crude Oil- Facing heavy resistance test again!":
...Which raises the question: If oil can only hold its own in the face of a falling buck what would it do if the dollar was rising?
Ditto for gold....
As it turned out, the dollar bounced the next day;

This is just an example of the relationship, we're thinking the buck gets down to 90 or so which leads to the next point.
The interesting thing on the charts is that WTI didn't test the $52.00-$52.50 area where price had turned back last October and in May:

https://finviz.com/fut_chart.ashx?t=CL&cot=067651&p=d1&rev=636383889788269311
So, despite a bearish predisposition there's a good chance of another run back up and should that mess of prints at $54 or so be cleared the upside could be dramatic, scarily so if one is short and un-hedged.
Front futures $49.14 down 45 cents.

On to the headline story from Economic Calendar, Aug. 15:
A firmer dollar tone and expectations of firm global supplies have been instrumental in shaking out long speculative oil positions with prices declining to 3-week lows.

Oil prices continued to push higher in early US trading on Monday with WTI peaking close to $49.20 p/b.

There was, however, a swift reversal with a quick move back to below $49.0 p/b and selling pressure intensified. The stronger dollar during the session had a significant impact in undermining crude prices.

There were also further doubts surrounding Chinese oil demand, although position liquidation looked to have a more substantial impact in undermining support.

The latest US EIA report also indicated that US shale production was likely to increase in September for the 9th successive month to 6.15mn bpd which maintained expectations that there would be ample global supplies.

The dollar maintained a firm tone into the US open, although trading ranges narrowed ahead of the US retail sales data....MORE
Finally, back to that August 1 post:
...As for gold we still think we'll see $875 before the decline is over but it's been boring, $1200 to $1300 for months now, so we haven't been posting. $1279.70, up $6.30. 
The September contract got to $1292.90 on this run before turning back:

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
Just remember the old trader's maxim: As soon as you think you've found the key they go and change the lock.
$1276.70 down $13.70.