Tuesday, November 19, 2019

Tuesday Tweets

Lots of topics I need to revisit one of these days.



Describing your own paper's work as "deeply reported" is so New York Times.


One of the reasons the impeachment is such a dilemma for the GOP is that it requires officials to take a position that will piss off either a majority of the country or a key block of the Republican base that is personally loyal not to the party but to Trump. If the first group really does exceed 70% and the second stays above some threshold (let's call it 15%), the situation can become almost impossible to navigate.


As always, the question here is just how much of this Netflix Original does Netflix actually own.




We knew it was bad, but perhaps not this bad.









Leon G. "Lee" Cooperman (born April 25, 1943) is an American billionaire investor and hedge fund manager. He is the chairman and CEO of Omega Advisors, a New York-based investment advisory firm managing over $3.3 billion in assets under management, the majority consisting of his personal wealth.

In September 2016 the U.S. Securities and Exchange Commission charged Cooperman and Omega Advisors with insider trading, more specifically for "trading stocks, bonds and call options of Atlas Pipeline Partners in July 2010 on information he obtained from an executive at the company." Cooperman's firm agreed to a $4.9 million settlement with the SEC in May 2017 but admitted no wrong-doing.

Cooperman through his Omega Charitable Partnership, along with Anthony Melchiorre owns American Media, Inc. (AMI), publishers of the National Enquirer, since August 2014





Remember earlier in the post when we were talking about supporters being personally loyal to Trump?


One of the more encouraging recent developments in journalism has been people in the industry finally starting to listen to Sullivan.


SF remains the go to example, despite not being even vaguely analogous to the cities in question.






The sad part is that Steyer might not end up being the most clueless and self-indulgent billionaire to run for president this year.


Monday, November 18, 2019

Fun with Political Trivia

This picks up on a recent thread (telling which one might be too much of a clue). The ones and zeros represent a trait of Democratic candidates from 1964 to 2004. Take a look and think about it for a moment. Here's a hint, the trait is something associated with each man well before he ran for president.

Johnson           1
Humphrey       0
McGovern       0      
Carter              1           
Mondale          0           
Dukakis           0           
Clinton            1                 
Gore                1                      
Kerry               0


As you might have guessed, the relationship between this trait and the popular vote didn't hold in the previous or following elections. The trait is not at all obscure. It was well known at the time and figured prominently into their political personas, This is not a trick question.

Friday, November 15, 2019

Voting Referendum

From XKCD Highly recommend the ExplainXKCD for this one).



Plus a bonus cartoon



Thursday, November 14, 2019

"This strategy is cynical enough when the victim is something like Toys ‘R’ Us; it’s a societal crisis when it comes for journalism."

Glad to see that the New York Times ran this important op-ed by former Deadspin editor Barry Petchesky (as excerpted by Lawyers, Guns and Money), but you have to wonder how things might have been different if the NYT had stood with Gawker when these crimes against journalism first started rather than handing over a spot on their opinion page to noted women's suffrage critic, Peter Thiel.
    Why would anyone buy Deadspin to change Deadspin? It’s hard to understand why Great Hill Partners demanded that we “stick to sports” — especially at a time when the site was driving the conversation in sports coverage and had the highest traffic in its history — until you realize that this was most likely their plan.It’s the private equity model: Purchase an asset, strip it of everything of value, then turn around and sell the brand to someone else before they realize that what made the brand valuable in the first place has been lost and can never be recovered (the low-quality, un-bylined articles sweatily posted to the site after the mass resignations bear this out).

    This strategy is cynical enough when the victim is something like Toys ‘R’ Us; it’s a societal crisis when it comes for journalism.

    And come for journalism it has. In recent years, we’ve seen the deaths (and to varying degrees, the troubled rebirths) of the likes of Newsweek, The Denver Post, LA Weekly, Playboy and just last month, the granddaddy of all sports media, Sports Illustrated.It plays out the same way each time: The new owners come in, slash staff and costs and turn a once-proud publication into a content mill churning out bland and unimportant stories that no one wants or needs to read.

    It’s going to keep happening, faster than new outlets can rise up to replace the gutted old. For every refreshing new outlet, two will be zombified. Corners will be sanded down. Bitter pills puréed to a beige pap. Everything you liked about the web will be replaced with what the largest number of people like, or at least tolerate enough to click on and sit through three seconds of an autoplay ad. Unique voices will be muted, or drowned out altogether.

Wednesday, November 13, 2019

"Yes, $100 million is certainly likely to buy a whole lot of indifference."

That quote alone is worth the price of admission, but it's worth your time to read the rest of this latest example of the increasingly absurd world of executive compensation from the always reliable Joe Nocera.
Everyone Gets Paid in CBS-Viacom Except Shareholders

Is it just me, or does the $100 million “severance” being paid to Joe Ianniello, the acting chief executive officer of CBS Corp., stink to high heaven? For starters, you can make a pretty compelling Elizabeth Warren-esque argument that handing a $100 million “severance” to someone who is not, in fact, leaving the company is exactly why income inequality has become such a hot-button issue.

But let’s be old school about this. Let’s focus on the shareholders and how this is their money that’s being handed to Ianniello. It is also an unpleasant reminder of how the father-daughter combo of Sumner and Shari Redstone seemingly can’t resist throwing hundreds of millions of dollars at executives who have not done much for their stockholders.
...

Which brings us back to Ianniello. Although he has been acting CEO only since Moonves departed late last year, Ianniello has also been the recipient of the Redstones’ largesse: Between 2016 and 2018, as the company’s chief operating officer, his compensation averaged $27 million a year, according to Bloomberg. The stock? It dropped from the low 70s to the mid-40s during those three years. This is what’s known as “pay for pulse.”

So why did Shari Redstone feel the need to hand Ianniello an additional $100 million? The reasons are twofold. First, Redstone is recombining Viacom and CBS. She doesn’t want Ianniello to leave — at least not right away — but she also isn’t going to make him the top dog. Second, for legal reasons, she can’t ramrod this deal through by herself, even though she is the controlling shareholder. She needs the CBS board and senior management to support the bid.

“You need Joe to get the merger done,” Robin Ferracone, the CEO of executive compensation consulting firm Farient Advisors, told Bloomberg. “So you need to make him indifferent to whether he’s going to lose his job or not.”

Yes, $100 million is certainly likely to buy a whole lot of indifference. Then again, $10 million probably could have achieved the same result. And in any case, if Shari Redstone needs $100 million to, er, persuade one of her executives to support her merger plan, maybe that suggests the merger’s success is not exactly a slam dunk.

Tuesday, November 12, 2019

"Many years ago, on Monday" -- More Tuesday Tweets











We've been arguing for a while that LGBT attitudes in red states are more complex and are evolving more rapidly than outsiders realize. 





















Monday, November 11, 2019

A bit of perspective on 2016

This piece by Tina Nguyen came out shortly after the election and most of the numbers are familiar to those who have been following the story closely, but recently we've seen the return of the unstoppable Trump myth, back up by the claim that the Republicans hold an enormous advantage in the Electoral College.

Before we all get caught up in the hysteria, it's good to be reminded just how thin the margin was.

You Could Fit All the Voters Who Cost Clinton the Election in a Mid-size Football Stadium

While nearly 138 million Americans voted in the presidential election, the stunning electoral victory of Donald Trump came down to upsets in just a handful of states that Hillary Clinton was expected to win. It has been cold comfort for Democrats that Clinton won the popular vote—at the last count, she was up by about 2.5 million votes, and climbing, as ballots continue to be counted. Even more distressing is the tiny margin by which Clinton lost Wisconsin, Michigan, and Pennsylvania—three states that were supposed to be her firewall in the Rust Belt, but that ultimately tipped the electoral college map decisively in Trump’s favor.

Trump’s margin of victory in those three states? Just 79,316 votes.

This latest number comes from Decision Desk’s final tally of Pennsylvania’s votes, where Trump won 2,961,875 votes to Clinton’s 2,915,440, a difference of 46,435 votes. Add that to the official results out of Wisconsin, where Clinton lost by 22,177 votes, and Michigan, which she lost by 10,704 votes, and there you have it: 0.057 percent of total voters cost Clinton the presidency.

It is not entirely unusual for the electoral college to be lost by such a slim margin. In 2000, Al Gore lost Florida (and therefore the election) by 1,754 votes, triggering a painfully drawn out recount drama that only ended with a Supreme Court ruling. And in 2004, John Kerry lost to George W. Bush by losing Ohio by a little over 118,000 votes. But it is worth considering just how few voters ultimately set the country on its current, arguably terrifying course. The 79,316 people who voted for Trump in Wisconsin, Michigan, and Pennsylvania—all states that Democrats carried since 1992—is less than the entire student body of Penn State (97,494 students), or only slightly more than the number of people who attended Desert Trip, the Baby Boomer-friendly music festival colloquially known as “Oldchella.” If you put all these voters in the Rose Bowl, there would be slightly over 13,000 seats left over. There are more people living in Nampa, Idaho, a city you have never heard of.

Friday, November 8, 2019

One essential point to keep in mind about "Los Angeles": it's not just bigger than you think; it's way bigger than you think.*

There's a fundamental confusion about LA that pops ups constantly and can be tremendously misleading. If you look up U.S. cities by population, you get the following

1     New York     8,398,748
2     Los Angeles 3,990,456   

But when people say "New York,"  they mean the city of New York, but when people say "Los Angeles" without qualifiers, they almost inevitably mean the county of Los Angeles. Almost no one, including lifelong Angelenos are vague on which areas are neighborhoods and which are cities.

The population of LA County is over 10 million and the area is over 4,000 square miles. It covers mountains, beaches, valleys and, high and low deserts. Multiple microclimates can result in 36 degree temperature differences at the same time of day. The elevation ranges from 0 to over 10,000 feet.

East Coast journalists (and all too often, Bay Area ones, as well) are shockingly ignorant of LA, not to mention San Diego, the Central Valley, and the rest of the state. As a result, issues affecting small slices of the population are over-reported while widespread problems don't get the attention they deserve.

For example, relatively few Angelenos are worried about their houses burning down while the smoke from these fires can create a serious health concern for millions of people.

As bad as this is for us, the ignorance and provincialism of journalists is even worse for most of the rest of the country. If they get this much wrong about LA, imagine how little they know about a place like Phoenix.








* San Francisco, by comparison, is way smaller than you think, but how a city that doesn't break the top 12 in population became the goto example for urban planning narratives is a subject for another post.

Thursday, November 7, 2019

Thursday Tweets (because it's been that kind of week)

Reveal does important work, which makes this all the more appalling.




 
If you want utopian urbanists to ignore you, bring this up.





Andrew has some thoughts on this. I wonder how you can account for the substitution effect in the analysis, but getting the musings to thought-status is too much work.


  


 "Most useless and over-hyped technology ever!"? -- the hyperloop would like to have a word with you.


 

 
  



 

Wednesday, November 6, 2019

Four years ago (more or less) -- something to remember when reading the latest analysis from Nate Cohn (and a lot of others)


Track records matter. Like it or not, unless you're actually working with the numbers, you have to rely to some degree on the credibility of the analysts you're reading. Three of the best ways to build credibility are:

1. Be right a lot.

2. When you're wrong, admit it and seriously examine where you went off track, then...

3. Correct those mistakes.

I've been hard on Nate Silver in the past, but after a bad start in 2016, he did a lot to earn our trust. By the time we got to the general election, I'd pretty much give him straight A's. By comparison, there were plenty of analysts who got straight F's, and a lot of them are playing a prominent role in the discussion this time around..

Tuesday, September 29, 2015

Revisiting Nate Cohn -- Scott Walker edition

I was going back and forth on whether or not to revisit this critique of the New York Times' Nate Cohn in the wake of the Walker implosion. If you remember, little over a month ago, Cohn made the argument that:
In the end, Mr. Trump almost certainly won’t win the Republican nomination; the rest of the party will consolidate around anyone else. He can influence the outcome only if his support costs another candidate more than others. But for now, he seems to be harming all candidates fairly equally.
This was never a convincing claim (at the time I called it "strained and convoluted"), and it has gotten even less defensible in the light of recent events, but that's not necessarily enough reason to dredge things up. There's a difference between keeping score and piling on (and the last post on Cohn was a bit on the harsh side).

I was leaning toward dropping the thread until I read Cohn's piece on the collapse of the Walker campaign and again saw things that bothered me. It was better than the Trump pieces, but it was improvement without progress.

[Yeah, I know, it sounds garbled but let me unpack the oxymoron. If the most recent outcome is better than the previous one, that's an improvement; if conditions change so that we can expect future outcomes to be better than previous outcomes, that's progress. (My blog, my definitions.)]

Over the past three months, Nate Cohn and many of his colleagues have not only failed to anticipate major developments; they've also made a string of predictions that haven't come to fruition. This wouldn't be worrisome if it were leading to a critical examination of the analogies and assumptions that led to these errors, or at least a little less self-assurance.

What we don't want to see is yet is yet another simple narrative presented as the explanation. Which brings us to..
Mr. Walker faltered so quickly because he simply was not skilled enough to navigate the competing pressures of appealing to the party’s establishment at the same time as arousing its base. It was much like the story of Rick Perry.

Though the entry of Donald Trump into the race made things harder for all the Republican candidates, Mr. Trump can’t be blamed entirely for Walker’s troubles. Mr. Walker was tied with Mr. Bush for second place in national polls heading into the first debate, long after Mr. Trump took a lead in those polls. By the time he dropped out, Mr. Walker had the support of less than one-half of 1 percent of Republican primary voters, according to the most recent CNN survey.

The Walker campaign — or perhaps the candidate personally — felt pressure from the rise of Mr. Trump on his right, especially once Mr. Walker started slipping a bit in the polls. This sort of pressure isn’t unusual and was inevitable — he would have felt it at some point, if not from Mr. Trump, then from Ben Carson or Ted Cruz.

Mr. Walker, to put it gently, did not handle this pressure well. His instinct was to move to the right as fast as possible at any point of vulnerability. He staked out a conservative position on birthright citizenship and a fringe position on considering a wall at the Canadian border. These moves alienated party elites and weren’t credible to conservative voters. He quickly reversed positions; in the end, he reassured no one.

First off there's the argument itself. It seems to be a reasonable, if not all that convincing, little story (not all that different than the one Nate Silver tells, but more an that in a minute) until you consider magnitude of the event being discussed. Walker did have notable missteps (to use Silver's term) but they were relatively minor. If we were talking about a campaign losing momentum or dropping a few points they might make sense as a possible cause, but we're talking about a complete implosion with a well-funded candidate going from near the top of the field to less than one percent support in shockingly little time.

The important part here is the speed of the collapse. Cohn himself was discussing Walker's weaknesses as a campaigner back in July, but he also said Walker had "plenty of time to assuage these concerns."

We now know Walker didn't. A month later, he would already be in free fall.
Scott Walker has sought to reassure jittery donors and other supporters this week that he can turn around a swift decline in the polls in Iowa and elsewhere by going on the attack and emphasizing his conservatism on key issues.
And, if you check the dates, you'll notice that the donors got jittery before Walker started talking about that Canadian wall.

Furthermore, probably Walker's most high-profile move to the right was the anti-labor position. I suppose this could have alienated the party elites (though we are talking about Koch brothers here) but if Scott Walker can't make an attack on unions credible to conservative voters, I honestly can't imagine anyone who could.

But the argument itself isn't what really bothers me. What's troubling here is the way that Cohn deals with the failure of his predictions. Even those with a good track record on the GOP race, such as Josh Marshall, admitted to being surprised at just how rapidly the collapse transpired. As a good rule of thumb, if you did not expect something, you should be careful about offering explanations about how it happened. As far as I can tell, Marshall and company are doing their best to follow this rule.

Cohn, by comparison, has perhaps the worst track record of any of the analysts I've been following when it comes to the GOP primary. After calling a premature end to the Trump surge a number of times and making the just-another-Herman-Cain analogy on no less than five separate occasions, he then made the previously mentioned claim about Trump not having any effect on the race.

Despite this, Cohn appears to be one of the most confident commentators when putting forward his theories about the causes of the implosion. The comparison to Nate Silver here is instructive. Silver actually opens his piece by acknowledging just how wrong he and his team were on Scott Walker. In addition to caution, Silver also offers a great deal more in terms of complexity and counter arguments. Cohn actually uses the word "simply" to describe his version of events.

But what's important here is not just the unwarranted confidence. We all have our moments. What merits attention is what Cohn's confidence in this situation tells us about his process. Anyone who works with data long enough will have occasion to see their models break down and their predictions go so far awry that they are no longer even directionally accurate.

When journalists looking in from the outside describe these disasters, they almost invariably use the phrase "go back and check your numbers," but in complex situations that is relatively seldom the source of the problem. More likely and far more difficult to catch are problems with robustness and modeling assumptions.

I realize I may be making too much of this, but there's a bigger issue here that has been bothering me for a long time. When Nate Cohn says this is what happened to Scott Walker, he is displaying a this-is-how-the-world-works tone and mindset that is very common in places like the Upshot, even when it is not at all appropriate. If you read carefully the work of journalists inspired by Nate Silver (though not so much Silver himself), you pick up the implicit belief that the standard methods and assumptions being employed are as true and as reliable as the laws of mathematics , that they have always worked and will always work.

This is a dangerous way to approach the social sciences, particularly when you start running into range of data issues (and between Trump, Carson, and the rise of the tea party, I think we are definitely in new territory now).

As mentioned before, I strongly suspect that the theory that Walker collapsed because his move to the right offended the elites and yet was not credible to the base is wrong, but I would be much more comfortable with it and would certainly have not written this post if it had been clearly framed as a theory.

Tuesday, November 5, 2019

Tuesday Tweets

Read the thread.

Love the Archive.



 







 


 

We all need to relax.














Monday, November 4, 2019

To all my friends back East, we're all doing just fine here in LA


Though air quality is always a concern, other than a few hazy days, very few of us have been directly affected by the fires.

Homelessness remains a huge problem on a humanitarian level, but the streets do not run with sewage, used needles do not litter the sidewalks and the housed do not cower in fear.

Housing prices and traffic have definitely taken a turn for the worse over the past five or so years, but for those who are not at the bottom of the income ladder (and we should be doing more for those who are), the city is still manageable if you are flexible about where you live, particularly if you don’t insist on trendy neighborhoods and aren’t afraid of ethnic and economic diversity.

 Climate change has us worried about fires and droughts, but not so much about rising oceans. The California coast has lots of high ground. The elevation of downtown LA is almost 300 feet above sea level, with much of the town considerably higher. Perhaps more importantly, being on the western side of the continent, we are not in the path of any tropical cyclones. Rising oceans and more powerful hurricanes make for a bad combination.

Just to be clear, I don’t want to make light of any of these challenges facing the state, but it is possible to take the problems seriously and still recognize the silliness of the dystopian disaster porn coming out of otherwise respectable publications like the New York Times and the Atlantic.

Steve Lopez has the essential summary of the latest wave of California-is-doomed stories.


The political right, of course, has long specialized in the sport of California mockery. But we’re now getting it from the left, as well. People are running for their lives and losing their homes, and the haters can’t wait to do a grave dance.

“It’s the End of California As We Know It,” warned a New York Times headline on an op-ed piece declaring that “at the heart of our state’s rot” is “a failure to live sustainably.”

Yeah, we‘ve got problems and a long way to go, but is there a state in the union that has done more in the interest of sustainability?

“California Is Becoming Unlivable,” screamed the Atlantic.

Speaking of which, do we sit around in California wondering if the Southeast — where many states are governed by Republicans, not wifty liberals — is unlivable because decades of construction on fragile coastal land has put millions of people in the direct path of killer hurricanes?

“Climate change,” the Atlantic said of our state, “is turning it into a tinderbox; the soaring cost of living is forcing even wealthy families into financial precarity. And, in some ways, the two crises are one: The housing crunch in urban centers has pushed construction to cheaper, more peripheral areas, where wildfire risk is greater.”

Some fair points can be found in this article. But even when you have to clear your throat to draw attention to yourself, there is no good reason to use the word “precarity.” Second of all, are some wealthy families, God forbid, selling their Range Rovers and laying off half the domestic staff? Are those among the horrors of financial precarity?

Even before fire season, California was under attack.

“California’s Hobo Paradise” was the title of a September editorial in the Wall Street Journal. The piece parroted President Trump’s bashing of California, particularly San Francisco and Los Angeles, for its tent cities and public health problems.

By the way, please advise Trump he doesn’t need to fuel up Air Force One and fly to California if homelessness is a genuine concern, because there’s a sizable population within walking distance of the White House.
...
“California is a failed state,” said Breitbart News, which, as I recall, was founded by a man who lived rather comfortably here in one of the many affluent areas of our failed state.

“As climate change ravages the Golden State, earthquakes could become the least of residents’ concerns,” said the New Republic, which also questioned whether California is still livable.

Friday, November 1, 2019

Checking in with John Oliver -- Compounding Pharmacies

Another one for our health care thread.


Thursday, October 31, 2019

I ain't scared of reposts

Halloween with Orson and the gang.

The debut production of the Mercury Theatre of the Air, Dracula.




And, of course, the Mercury production of War of the Worlds.



While we're at it, here's a tour de force from Welles' favorite actor, Agnes Moorehead (don't let the corny intro turn you off) Sorry, Wrong Number.


Wednesday, October 30, 2019

Repost: This view from two years ago is a bit dated, but it still fits in with the great unwinding thread

Tuesday, August 22, 2017

The Republicans' 3 x 3 existential threat

I've argued previously that Donald Trump presents an existential threat to the Republican Party. I know this can sound overheated and perhaps even a bit crazy. There are few American institutions as long-standing and deeply entrenched as are the Democratic and Republican parties. Proposing that one of them might not be around 10 years from now beggars the imagination and if this story started and stopped with Donald Trump, it would be silly to suggest we were on the verge of  a political cataclysm.

But, just as Trump's rise did not occur in a vacuum, neither will his fall. We discussed earlier how Donald Trump has the power to drive a wedge between the Republican Party and a significant segment of its base [I wrote this before the departure of Steve Bannon. That may diminish Trump's ability to create this rift but I don't think it reduces the chances of the rift happening. – – M.P.]. This is the sort of thing that can profoundly damage a political party, possibly locking it into a minority status for a long time, but normally the wound would not be fatal. These, however, are not normal times.

The Republican Party of 2017 faces a unique combination of interrelated challenges, each of which is at a historic level and the combination of which would present an unprecedented threat to this or any US political party. The following list is not intended to be exhaustive, but it hits the main points.

The GOP currently has to deal with extraordinary political scandals, a stunningly unpopular agenda and daunting demographic trends. To keep things symmetric and easy to remember, let's break each one of these down to three components (keeping in mind that the list may change).


With the scandals:

1. Money – – Even with the most generous reading imaginable, there is no question that Trump has a decades long record of screwing people over, skirting the law, and dealing with disreputable and sometimes criminal elements. At least some of these dealings have been with the Russian mafia, oligarchs, and figures tied in with the Kremlin which leads us to…

2. The hacking of the election – – This one is also beyond dispute. It happened and it may have put Donald Trump into the White House. At this point, we have plenty of quid and plenty of quo; if Mueller can nail down pro, we will have a complete set.

3. And the cover-up – – As Josh Marshall and many others have pointed out, the phrase "it's not the crime; it's the cover-up" is almost never true. That said, coverups can provide tipping points and handholds for investigators, not to mention expanding the list of culprits.


With the agenda:

1. Health care – – By some standards the most unpopular major policy proposal in living memory that a party in power has invested so deeply in. Furthermore, the pushback against the initiative has essentially driven congressional Republicans into hiding from their own constituents for the past half year. As mentioned before, this has the potential to greatly undermine the relationship between GOP senators and representatives and the voters.

2. Tax cuts for the wealthy – – As said many times, Donald Trump has a gift for making the subtle plain, the plain obvious, and the obvious undeniable. In the past, Republicans were able to get a great deal of upward redistribution of the wealth past the voters through obfuscation and clever branding, but we have reached the point where simply calling something "tax reform" is no longer enough to sell tax proposals so regressive that even the majority of Republicans oppose them.

3. Immigration (subject to change) – – the race for third place in this list is fairly competitive (education seems to be coming up on the outside), but the administration's immigration policies (which are the direct result of decades of xenophobic propaganda from conservative media) have already done tremendous damage, caused great backlash, and are whitening the gap between the GOP and the Hispanic community, which leads us to…



Demographics:

As Lindsey Graham has observed, they simply are not making enough new old white men to keep the GOP's strategy going much longer, but the Trump era rebranding of the Republican Party only exacerbates the problems with women, young people, and pretty much anyone who isn't white.

Maybe I am missing a historical precedent here, but I can't think of another time that either the Democrats or the Republicans were this vulnerable on all three of these fronts. This does not mean that the party is doomed or even that, with the right breaks, it can't maintain a hold on some part of the government. What it does mean is that the institution is especially fragile at the moment. A mortal blow may not come, but we can no longer call it unthinkable.