Does Twitter Management Bias Mean Violation of Law?

Source: Judas Priest “Breaking the Law

In April of 2021 the FTC published a blog post saying bias in algorithms is against the law:

Section 5 of the FTC Act. The FTC Act prohibits unfair or deceptive practices. That would include the sale or use of – for example – racially biased algorithms.

A month later, Twitter deleted an undeniably biased algorithm that had been exposed by outsiders (discovered while researching Zoom integrity failures).

Twitter then tried to push a PR campaign that their colossal failures of ethics were some kind of success.

In October 2020, we heard feedback from people on Twitter that our image cropping algorithm didn’t serve all people equitably. […] One of our conclusions is that not everything on Twitter is a good candidate for an algorithm… thank you for sharing your open feedback and criticism of this algorithm with us.

In other words, in a formal internal investigation the Twitter product was deemed not only undeniably biased and causing harm…

It was unnecessary, on top of being illegal.

That’s a very different tone than Twitter’s 2018 promotion of the algorithm from a research team, which lacked any bias/risk analysis at all.

Twitter’s staff (Lucas Theis, Iryna Korshunova, Alykhan Tejani, Ferenc Huszár) had only this to say:

Speeding up single-image gaze prediction is important for many real-world applications…

Why was speeding up gaze prediction important?

On the face of it this is a tone-deaf thing to say, sort of like saying speeding up hate crimes is important.

Too harsh? What if I said speeding up cars instead? That brings up the issue of slowing cars down to prevent serious injury, right? Who says speeding up cars is inherently good?

Why didn’t a 2018 Twitter team discuss even the most basic risk of harms from their plans? Great question. Who wants to speed something known to cause injury?

To save time, let me just say these team portraits may have a clue.


Time and convenience are very dangerous to chase unless they come with deep analysis of context, not to mention compassion for the potential victims.

Let’s be honest here. Did any of these researchers care about harm? Did the team report to anyone in management responsible or accountable for failure?

The Twitter “fix” report thus reads to me all wrong.

It would be like a bank report that tells us they had been caught stealing money and they didn’t even need it. Are you kidding me? They no longer will steal in that one method, and we’re supposed to be satisfied?

In other words, did Lucas Theis say something like “I made you a land mine to speed things up, I didn’t tell you to bury it in the ground so don’t blame me”? It appears he ran from Twitter’s investigation to work instead at Google (which, very notably, fired its ethics team).

For comparison, here’s a sentence from a bank that is completely lacking from the Twitter report:

…fined a combined total $185 million for fraudulent activity, and CEO John Stumpf resigned. Between 2011 and 2016, approximately 5,300 employees were fired.

Was Twitter fined? Who resigned? Who was fired?

Don’t pop your champagne just yet if nobody is being held responsible for what seems to rise to the level of illegal activity.

On that note, let’s talk about American history for a quick minute.

Twitter management may have just been caught out being yet another willful American white supremacist propaganda platform, such as “How the White Press Wrote Off Black America

The white press in the South dictated how anti-Black atrocities were viewed all over the country by portraying even the most grotesque exercises of violence as necessary to protect a besieged white community. White news organizations elsewhere rubber-stamped this lie. The editors of small, struggling Black publications often risked their lives to refute what they rightly saw as white supremacist propaganda masquerading as news.

Do you know what saves time? Rubber stamping lies. Indeed, fraud is a big time saver if you can ignore the harms.

Was the white press in America breaking the law by peddling fraud? And what if the “rubber-stamped lies” result in a report from management saying they found their own time-saving practices biased and unnecessary? Does this simple admission from management mean they are off the hook?

These questions are far less clear cut than 1830s phase of American “cancel culture” where anyone daring to publish the truths about systemic racism instead would be hunted and killed by angry white nationalist mobs.

I guess we could say at least today we don’t see Twitter murdering anyone criticizing their alleged systemic racism, but that’s an extremely low bar.

The “white-washing” tone of Twitter management in their report makes me wonder if it’s like their HQ is really in a particular suburb of Chicago, if you know what I mean.

“Skokie was chosen as the hub for American Nazis in 1977 and 1978 because of the number of Holocaust survivors who called it home.” ABC News

I’ve been pointing out indicators of systemic racism in Twitter management for nearly a decade now… since there has been ample evidence of facilitating fascism and tyranny, even purposefully coddling white nationalism (e.g. enabling the mobs that would murder their critics).

Don’t take my expert opinion about it however, It has gotten so bad that the SPLC now officially reports it too:

Twitter gave far-right extremists the platform they needed to plan an attack… many Twitter employees are ‘well-meaning,’ and do not necessarily subscribe to the same … ideology as the company’s leadership…

Read that carefully. Well-meaning staff are being described as the powerless exception to documented evil leaders at Twitter facilitating harms.

In conclusion, if someone like the FTC isn’t holding leaders more accountable — making it illegal to be so evil — than who will? Internal Twitter investigations that acknowledge alleged criminal behavior and stop a single instance of it… appear to cover up a much deeper problem and delay real accountability.

ConvNets Patent by AT&T Bell Labs

Kosta Derpanis posed this question on Twitter:

Did you know ConvNets were initially patented by AT&T Bell Labs? Source.

Then Yann LeCun, following up a 2019 podcast, replies in an awkward nine part Twitter thread about intentionally violating IP restrictions. Since this thread could disappear any minute, and in the spirit of LeCun’s own violation mindset, I’ve posted it here for analysis/archival sake):

There were two patents on ConvNets: one for ConvNets with strided convolution, and one for ConvNets with separate pooling layers. They were filed in 1989 and 1990 and allowed in 1990 and 1991.

We started working with a development group that built OCR systems from it. Shortly thereafter, AT&T acquired NCR, which was building check imagers/sorters for banks. Images were sent to humans for transcription of the amount. Obviously, they wanted to automate that.

A complete check reading system was eventually built that was reliable enough to be deployed. Commercial deployment in banks started in 1995. The system could read about half the checks (machine printed or handwritten) and sent the other half to human operators.

The first deployment actually took place a year before that in ATM machines for amount verification (first deployed by the Crédit Mutuel de Bretagne in France). Then in 1996, catastrophe strikes: AT&T split itself up into AT&T (services), Lucent (telecom equipment), and NCR.

Our research group stayed with AT&T (wih AT&T Labs-Research), the engineering group went with Lucent, and the product group went with NCR. The lawyers, in their infinite wisdom, assigned the ConvNet patents to NCR, since they were selling products based on them

But no one at NCR had any idea what a ConvNet was! I became a bit depressed: it was essentially forbidden for me to work on my own intellectual production (Loudly crying face). I was promoted to Dept Head had to decide what to do next. This was 1996, when the Internet was taking off.

So I stopped working on ML. Neural nets were becoming unpopular anyways. I started a project on image compression for the Web called DjVu with Léon Bottou. And we wrote papers on all the stuff we did in the early 1990s.

It wasn’t until I left AT&T in early 2002 that I restarted work on ConvNets. I was hoping that no one at NCR would realize they owned the patent on what I was doing. No one did. I popped the champagne when the patents expired in 2007! (Bottle with popping cork Clinking glasses)

Moral of the story: the patent system can be very counterproductive when patents are separated from the people best positioned to build on them.

Patents make sense for certain things, mostly physical things. But almost never make sense for “software”, broadly speaking.

Something sounds very wrong. When AT&T in 1996 spun out NCR as its computer division (and Lucent as its equipment and systems), patents on computer technology were separated from the people best positioned to build on them? Product sounds like exactly the right place for product. And then popping champagne for not being caught when illegally taking IP from a former employer?

Is it 1944 Again? Police Capture Anti-American Militia Stranded on Road

In November of 1944, two Nazi German soldiers were detected while… standing on the side of a road in Maine.

The two men, German Erich Gimpel and American defector William Colepaugh, had slipped ashore from a German U-boat that had entered Maine waters. “They just weren’t like normal Mainers in November,” Forni said in 2001. “You just never saw anybody walking without boots when it was snowy like that. It’s a wonder I didn’t stop and offer them a ride.”

That’s the story that comes to mind when I read the news today of anti-American soldiers standing conspicuously on the side of a road in Massachusetts.

The standoff began around 2 a.m. when police noticed two cars pulled over on I-95 with hazard lights on after they had apparently run out of fuel, authorities said at a Saturday press briefing. A group of men were clad in military-style gear with long guns and pistols, Mass State Police Col. Christopher Mason said. He added that they were headed to Maine from Rhode Island for “training.” The men refused to put down their weapons or comply with authorities’ orders, claiming to be from a group “that does not recognize our laws” before taking off into a wooded area, police said. Police said they used negotiators to interact with the other suspects. Mason said the “self-professed leader” of the group wanted it to be known that they are not antigovernment.

Ok, first. How stupid is someone to stand on the side of the Interstate with their long guns out?

I mean obviously stupider than running out of fuel, but how can they not know that will draw attention like walking without boots in the Maine snow?

These men whine that they don’t “recognize our laws”, which reads to me like an “American defector” in November 1944 saying he doesn’t recognize frostbite.

And then they go on to say while they reject American laws (passed by the government), they are not “anti” the American government? All that’s missing from this new story is a U-Boat.

No wonder they ran out of gas.

It’s Time to Stop Saying Zero Trust

This new article is spot on in the analysis of why Zero Trust has gone too far and needs to be stopped.

Digital trust and human trust are two separate things. Zero trust only applies to digital systems. People are not necessarily untrustworthy, but at the same time they are not packets. Zero trust only applies to the zeros and ones that traverse our various digital systems.

I would go even further and say Zero Trust also needs to apply in limited fashion to zeros and ones because they are being used for “intelligent” systems now that approximate human behavior. Trust me, you don’t want to live in a world of all Zero Trust machines.

Zero trust was a fair thought exercise to challenge overly trusted perimeter thinking (e.g. Maginot’s reaction after WWI that led to his “build a wall” campaign).

However, it has succumbed to the hyper-political extremist notion of rugged individualism. These people talking about Zero Trust being in all aspects of life sound like a kind of Ayn Rand parrot — being unrealistic, selfish and cruel while squawking out “zero trust” at every interaction.

Reality is that we gain efficiencies from building containment and perimeters. It’s the very definition of depth, which has great value, and has been proven viable for many thousands of years. security is nothing if it can’t achieve efficiency, although vendors obviously make less money the more efficient the controls become.

It’s a lot like saying the bazaar model of security is better than the castle. while true to a very large extent (pun not intended) because the castle wall is so slow and expensive to build, nobody at the bazaar really wants to go to sleep in the middle of one.