#dystopia 2021

[feasibilities]

Tenoch Huerta Mejía as Juan The Forever Purge (2021) Directed by Everardo Valerio Gout

[save-the-data]

(05/???) Completed: THE DEVILS JUDGE

Let's be honest none of us thought this would be one of the best unintentional Korean BL's of it's time. You can give both ML's a female companion, but they were pining for each other and the drama beautifully showed that. Also, one of the greatest found families dramas of all time.

THE DEVIL JUDGE 

:: MUST :: LIKE :: SHOULD :: S-TIER

Korean Drama - 2021, 16 episodes  

Native Title: #악마판사

Genres: #Drama

Tags: #Mystery | #Bromance  | #Dystopia | #Criminal World | #Partners in Crime

Cast: #Ji Sung | #Park Jin Young

Links:  Gaga | Viki | YouTube | iQIYI | WeTV | Youku | Tencent | Netflix

Catalog: Episode GIF sets | Korean Drama | Partners in Crime Drama

[books-to-add-to-your-tbr]

Title: Girls at the Edge of the World

Author: Laura Brooke Robson

Series or standalone: standalone

Publication year: 2021

Genres: fiction, fantasy, LGBT+, romance, science fiction, dystopia

Blurb: In a world bound for an epic flood, only a chosen few are guaranteed safe passage into the new world once the waters recede. The Kostrovian royal court will be saved, of course, along with their guards...but the fate of the court's Royal Flyers, a lauded fleet of aerial silk performers, is less certain. Hellbent on survival, principal flyer Natasha Koskinen will do anything to save the Flyers, the only family she's ever known...even if anything means moulding herself into the type of girl who could be courted by Prince Nikolai. Unbeknownst to Natasha, her newest recruit, Ella Neves, is driven less by her desire to survive the floods than her thirst for revenge...and Ella's mission could put everything Natasha has worked for in peril. As the oceans rise, so too does an undeniable spark between the two flyers. With the end of the world looming and dark secrets about the Kostrovian court coming to light, Ella and Natasha can either give in to despair, or find a new reason to live.

[k-i-l-l-e-r-b-e-e-6-9]

Space Chaser - Juggernaut

[onlyhurtforaminute]

DEVILOOF-PEER PRESSURE

[catcherchive]

[critical-skeptic]

Director of the HIERARCHICAL ENFORCEMENT LEGION FOR MILITARY ESPIONAGE AND TACTICS – Jacob “The QAnon Shaman” Chansley

Jacob Chansley, widely recognized as “The QAnon Shaman,” has been tapped by the Trump-Musk administration to lead a newly established covert agency. Clad in his iconic horned Viking helmet, Chansley pledged to bring “shamanic foresight” and “spiritual resilience” to national defense strategy. “I have communed with ancient energies and Capitol security alike,” he declared, promising to revolutionize military tactics through a blend of mysticism, interpretive chants, and organic dietary practices.

"Jacob Chansley is exactly the kind of fearless, horned leader America needs right now," said Senator Lara Trump. "I may not know all the details about the HIERARCHICAL ENFORCEMENT...whatever it is—but what I do know is that Jacob embodies patriotism, mysticism, and a flair for dramatic entrances. This is the bold leadership we've been waiting for!"

President Trump hailed Chansley as “a true warrior,” while Musk confirmed plans to enhance agency operations with “quantum horn telemetry” for optimized battlefield synergy. Critics are baffled but intrigued, as Chansley’s leadership style combines primal war cries with cryptic, rune-based strategy sessions. “America needs protection, and who better than a man who channels cosmic vibrations through face paint?” quipped Chansley, ending with a primal yell that echoed through the halls of Washington.

[abs0luteb4stard]

W A T C H I N G

[produced over a period of 30 years.]

[youcallyourselfafilmcritic]

In 2021 two dystopic movies coming out around Christmas: Don't Look Up and Silent Night

Then in 2022 another kinda dystopic flick come out around that time: White Noise

What does this say about our present mindset?

Christmastime at the End of the World is up now! (link below)

[mostlysignssomeportents]

Epic Systems, a lethal health record monopolist

Epic Systems makes the dominant electronic health record (EHR) system in America; if you're a doctor, chances are you are required to use it, and for every hour a doctor spends with a patient, they have to spend two hours doing clinically useless bureaucratic data-entry on an Epic EHR.

How could a product so manifestly unfit for purpose be the absolute market leader? Simple: as Robert Kuttner describes in an excellent feature in The American Prospect, Epic may be a clinical disaster, but it's a profit-generating miracle:

https://prospect.org/health/2024-10-01-epic-dystopia/

At the core of Epic's value proposition is "upcoding," a form of billing fraud that is beloved of hospital administrators, including the "nonprofit" hospitals that generate vast fortunes that are somehow not characterized as profits. Here's a particularly egregious form of upcoding: back in 2020, the Poudre Valley Hospital in Ft Collins, CO locked all its doors except the ER entrance. Every patient entering the hospital, including those receiving absolutely routine care, was therefore processed as an "emergency."

In April 2020, Caitlin Wells Salerno – a pregnant biologist – drove to Poudre Valley with normal labor pains. She walked herself up to obstetrics, declining the offer of a wheelchair, stopping only to snap a cheeky selfie. Nevertheless, the hospital recorded her normal, uncomplicated birth as a Level 5 emergency – comparable to a major heart-attack – and whacked her with a $2755 bill for emergency care:

https://pluralistic.net/2021/10/27/crossing-a-line/#zero-fucks-given

Upcoding has its origins in the Reagan revolution, when the market-worshipping cultists he'd put in charge of health care created the "Prospective Payment System," which paid a lump sum for care. The idea was to incentivize hospitals to provide efficient care, since they could keep the difference between whatever they spent getting you better and the set PPS amount that Medicare would reimburse them. Hospitals responded by inventing upcoding: a patient with controlled, long-term coronary disease who showed up with a broken leg would get coded for the coronary condition and the cast, and the hospital would pocket both lump sums:

https://pluralistic.net/2024/06/13/a-punch-in-the-guts/#hayek-pilled

The reason hospital administrators love Epic, and pay gigantic sums for systemwide software licenses, is directly connected to the two hours that doctors spent filling in Epic forms for every hour they spend treating patients. Epic collects all that extra information in order to identify potential sources of plausible upcodes, which allows hospitals to bill patients, insurers, and Medicare through the nose for routine care. Epic can automatically recode "diabetes with no complications" from a Hierarchical Condition Category code 19 (worth $894.40) as "diabetes with kidney failure," code 18 and 136, which gooses the reimbursement to $1273.60.

Epic snitches on doctors to their bosses, giving them a dashboard to track doctors' compliance with upcoding suggestions. One of Kuttner's doctor sources says her supervisor contacts her with questions like, "That appointment was a 2. Don’t you think it might be a 3?"

Robert Kuttner is the perfect journalist to unravel the Epic scam. As a journalist who wrote for The New England Journal of Medicine, he's got an insider's knowledge of the health industry, and plenty of sources among health professionals. As he tells it, Epic is a cultlike, insular company that employs 12.500 people in its hometown of Verona, WI.

The EHR industry's origins start with a GW Bush-era law called the HITECH Act, which was later folded into Obama's Recovery Act in 2009. Obama provided $27b to hospitals that installed EHR systems. These systems had to more than track patient outcomes – they also provided the data for pay-for-performance incentives. EHRs were already trying to do something very complicated – track health outcomes – but now they were also meant to underpin a cockamamie "incentives" program that was supposed to provide a carrot to the health industry so it would stop killing people and ripping off Medicare. EHRs devolved into obscenely complex spaghetti systems that doctors and nurses loathed on sight.

But there was one group that loved EHRs: hospital administrators and the private companies offering Medicare Advantage plans (which also benefited from upcoding patients in order to soak Uncle Sucker):

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8649706/

The spread of EHRs neatly tracks with a spike in upcharging: "from 2014 through 2019, the number of hospital stays billed at the highest severity level increased almost 20 percent…the number of stays billed at each of the other severity levels decreased":

https://oig.hhs.gov/oei/reports/OEI-02-18-00380.pdf

The purpose of a system is what it does. Epic's industry-dominating EHR is great at price-gouging, but it sucks as a clinical tool – it takes 18 keystrokes just to enter a prescription:

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2729481

Doctors need to see patients, but their bosses demand that they satisfy Epic's endless red tape. Doctors now routinely stay late after work and show up hours early, just to do paperwork. It's not enough. According to another one of Kuttner's sources, doctors routinely copy-and-paste earlier entries into the current one, a practice that generates rampant errors. Some just make up random numbers to fulfill Epic's nonsensical requirements: the same source told Kuttner that when prompted to enter a pain score for his TB patients, he just enters "zero."

Don't worry, Epic has a solution: AI. They've rolled out an "ambient listening" tool that attempts to transcribe everything the doctor and patient say during an exam and then bash it into a visit report. Not only is this prone to the customary mistakes that make AI unsuited to high-stakes, error-sensitive applications, it also represents a profound misunderstanding of the purpose of clinical notes.

The very exercise of organizing your thoughts and reflections about an event – such as a medical exam – into a coherent report makes you apply rigor and perspective to events that otherwise arrive as a series of fleeting impressions and reactions. That's why blogging is such an effective practice:

https://pluralistic.net/2021/05/09/the-memex-method/

The answer to doctors not having time to reflect and organize good notes is to give them more time – not more AI. As another doctor told Kuttner: "Ambient listening is a solution to a self-created problem of requiring too much data entry by clinicians."

EHRs are one of those especially hellish public-private partnerships. Health care doctrine from Reagan to Obama insisted that the system just needed to be exposed to market forces and incentives. EHRs are designed to allow hospitals to win as many of these incentives as possible. Epic's clinical care modules do this by bombarding doctors with low-quality diagnostic suggestions with "little to do with a patient’s actual condition and risks," leading to "alert fatigue," so doctors miss the important alerts in the storm of nonsense elbow-jostling:

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5058605/

Clinicians who actually want to improve the quality of care in their facilities end up recording data manually and keying it into spreadsheets, because they can't get Epic to give them the data they need. Meanwhile, an army of high-priced consultants stand ready to give clinicians advise on getting Epic to do what they need, but can't seem to deliver.

Ironically, one of the benefits that Epic touts is its interoperability: hospitals that buy Epic systems can interconnect those with other Epic systems, and there's a large ecosystem of aftermarket add-ons that work with Epic. But Epic is a product, not a protocol, so its much-touted interop exists entirely on its terms, and at its sufferance. If Epic chooses, a doctor using its products can send files to a doctor using a rival product. But Epic can also veto that activity – and its veto extends to deciding whether a hospital can export their patient records to a competing service and get off Epic altogether.

One major selling point for Epic is its capacity to export "anonymized" data for medical research. Very large patient data-sets like Epic's are reasonably believed to contain many potential medical insights, so medical researchers are very excited at the prospect of interrogating that data.

But Epic's approach – anonymizing files containing the most sensitive information imaginable, about millions of people, and then releasing them to third parties – is a nightmare. "De-identified" data-sets are notoriously vulnerable to "re-identification" and the threat of re-identification only increases every time there's another release or breach, which can used to reveal the identities of people in anonymized records. For example, if you have a database of all the prescribing at a given hospital – a numeric identifier representing the patient, and the time and date when they saw a doctor and got a scrip. At any time in the future, a big location-data breach – say, from Uber or a transit system – can show you which people went back and forth to the hospital at the times that line up with those doctor's appointments, unmasking the person who got abortion meds, cancer meds, psychiatric meds or other sensitive prescriptions.

The fact that anonymized data can – will! – be re-identified doesn't mean we have to give up on the prospect of gleaning insight from medical records. In the UK, the eminent doctor Ben Goldacre and colleagues built an incredible effective, privacy-preserving "trusted research environment" (TRE) to operate on millions of NHS records across a decentralized system of hospitals and trusts without ever moving the data off their own servers:

https://pluralistic.net/2024/03/08/the-fire-of-orodruin/#are-we-the-baddies

The TRE is an open source, transparent server that accepts complex research questions in the form of database queries. These queries are posted to a public server for peer-review and revision, and when they're ready, the TRE sends them to each of the databases where the records are held. Those databases transmit responses to the TRE, which then publishes them. This has been unimaginably successful: the prototype of the TRE launched during the lockdown generated sixty papers in Nature in a matter of months.

Monopolies are inefficient, and Epic's outmoded and dangerous approach to research, along with the roadblocks it puts in the way of clinical excellence, epitomizes the problems with monopoly. America's health care industry is a dumpster fire from top to bottom – from Medicare Advantage to hospital cartels – and allowing Epic to dominate the EHR market has somehow, incredibly, made that system even worse.

Naturally, Kuttner finishes out his article with some antitrust analysis, sketching out how the Sherman Act could be brought to bear on Epic. Something has to be done. Epic's software is one of the many reasons that MDs are leaving the medical profession in droves.

Epic epitomizes the long-standing class war between doctors who want to take care of their patients and hospital executives who want to make a buck off of those patients.

Tor Books as just published two new, free LITTLE BROTHER stories: VIGILANT, about creepy surveillance in distance education; and SPILL, about oil pipelines and indigenous landback.

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/10/02/upcoded-to-death/#thanks-obama

Image: Flying Logos (modified) https://commons.wikimedia.org/wiki/File:Over_$1,000,000_dollars_in_USD_$100_bill_stacks.png

CC BY-SA 4.0 https://creativecommons.org/licenses/by-sa/4.0/deed.en

[elfaegyo]

Odd Eye

JiU,  SuA,  Siyeon,  Handong,  Yoohyeon,  Dami,  Gahyeon Du nuneul tteo moduga baran chanranhan igot Sel su eopsi seulpeumeul heullin hu Jogeumssik boineun New World Gyeonggyeseoneul neomeoseon geu gonggan Deo areumdaun punggyeongeul In my eyes Gin banghwang kkeute chajeun deuthaetjiman tto Majuchyeo beorin huimang sogui Lie Deoukdeo gyomyohaejyeo My mistake Oh Bicheuro garyeojineun So So…

[dnphan]

phil symbolizing dan’s comfort zone and his home in his 2021 pride video made me sob like a baby the second time watching it

the way he has to send phil away in order to be self-introspective, regretful, and sad reminded me when they said in dystopia daily that dan had tried to move away from phil because he was too “comfortable” and phil was just like “no.”

AND THE WAY that after dan completed his introspective journey in his queer identity and was super overwhelmed he called for phil to help.

dan howell is an actual genius!! the more we learn about his journey the more the i understand his artistic decisions in his projects and i love it

[gotankgo]

2021

Listen/purchase: A Better Dystopia by Monster Magnet

[books-to-add-to-your-tbr]

Title: Gearbreakers

Author: Zoe Hana Mikuta

Series or standalone: series

Publication year: 2021

Genres: fiction, science fiction, LGBT+, fantasy, romance, dystopia

Blurb: The shadow of Godolia’s tyrannical rule is spreading, aided by their giant mechanised weapons known as Windups. War and oppression are everyday constants for the people of the Badlands, who live under the thumb of their cruel Godolia overlords. Eris Shindanai is a Gearbreaker, a brash young rebel who specialises in taking down Windups from the inside. When one of her missions goes awry and she finds herself in a Godolia prison, Eris meets Sona Steelcrest, a cybernetically-enhanced Windup pilot. At first, Eris sees Sona as her mortal enemy, but Sona has a secret: she has intentionally infiltrated the Windup programme to destroy Godolia from within. As the clock ticks down to their deadliest mission yet, a direct attack to end Godolia’s reign once and for all, Eris and Sona grow closer...as comrades, friends, and perhaps something more.

[k-i-l-l-e-r-b-e-e-6-9]

Space Chaser - Burn Them All

[godsiero]

guys i kinda fell off the phan wagon from 2019-2021 because covid made me super depressed and dystopia daily did not translate as satire and irony at the time, to me, and it was just really scary to watch so after i watched the first episode i just ignored it, which i feel terrible about, but i’ve just watched it now, and i think it’s hilarious and goofy and soooooo dan

but anyway, all of this is to say, i missed some of the phandom lore INCLUDING “wait, the skeleton is supposed to be phil? that’s fucked up.” so i just went on a deep dive to find out where THE FUCK yall were getting that from and. the truth. is more devastating than anything i could’ve ever imagined in my stupid little gay ass head. fuck this shit!

also in the off and/or impossible chance that daniel howell sees this: plz don’t take this personally bestie, dystopia daily was very creative and very on brand for what you were going for at the time, and now that i’m not on the brink of suicide every single day, it’s very funny and pleasant to watch for a cynical lil guy like me. idk why i’m clarifying this i just never want dan to be disappointed in his projects again you know :(

anyway i’ll fuck off now!