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Hereditary Testing Market Set to Grow on Disease Prevalence

The Global Hereditary Testing Market is estimated to be valued at US$ 7.81 Bn in 2025 and is expected to exhibit a CAGR of 8.5% over the forecast period 2025 to 2032.
Hereditary testing encompasses a suite of genetic diagnostics designed to identify inherited disorders by analyzing DNA, RNA, or proteins. These testsāranging from single-gene assays to next-generation sequencing panelsāoffer clinicians invaluable market insights into patient susceptibility for conditions such as cystic fibrosis, hereditary cancers, and cardiovascular diseases. Hereditary Testing Market Insights include early detection, personalized treatment plans, and reduced healthcare costs through targeted interventions. As healthcare systems worldwide shift toward preventive care, the need for accurate and timely genetic information has surged, driving strong market growth. Enhanced automation, falling sequencing costs, and robust data analytics have further expanded market size and industry share. Laboratories and research institutes rely on hereditary testing for drug development, epidemiological studies, and tailoring clinical trials, thus widening market segments. Get more insights on,Hereditary Testing Market
#Coherent Market Insights#Hereditary Testing Market#Hereditary Testing#Hereditary Testing Market Insights#Predictive Testing#Diagnostic Testing
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Wellness Genomics Market Forecast: Projections and Growth Opportunities and 2024 Forecast Study
Global Wellness Genomics Market: An In-Depth Analysis
The Global Wellness Genomics Market is a burgeoning sector at the intersection of genomics and personal wellness, poised for substantial growth in the coming years. This market, which leverages genetic information to enhance personal health and wellness, has seen increased interest due to advancements in genomics and a growing awareness of personalized medicine.
Market Overview
The Global Wellness Genomics Market is anticipated to grow significantly from USD 31.5 billion in 2024 to USD 108.9 billion by 2033, representing a robust CAGR of 14.8%. This growth is driven by several factors, including increased consumer awareness of personal health, advancements in genomic technologies, and the rising prevalence of chronic diseases.
Key Takeaways
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The US Wellness Genomics Market
Market Size and Growth
In the United States, the wellness genomics market is projected to grow from USD 3.7 billion in 2024 to USD 7.3 billion by 2033, reflecting a CAGR of 8.0%. This growth is attributed to the high level of healthcare infrastructure and increasing consumer demand for personalized health solutions.
Trends and Developments
Recent trends in the US market include the integration of genomic data with digital health tools and a shift towards direct-to-consumer (DTC) genetic testing services. These trends are driven by the convenience and accessibility they offer to consumers, enabling them to access genetic testing without the need for physician intervention.
Key Factors Influencing the Market
Technological Advancements
Technological advancements play a crucial role in the growth of the wellness genomics market. Innovations in genomic sequencing technologies, data analysis tools, and bioinformatics have significantly improved the accuracy, speed, and affordability of genetic testing.
Consumer Awareness
Increased consumer awareness of the benefits of genetic testing and personalized medicine has led to higher adoption rates. Educational initiatives, media coverage, and advocacy have played a significant role in enhancing public understanding of genomics.
Expansion in Emerging Markets
Emerging markets, particularly in Asia-Pacific and Latin America, present significant growth opportunities for the wellness genomics market. Increasing healthcare expenditure and rising middle-class populations in these regions are driving demand for genomic testing services.
Integration with Digital Health
The integration of genomic data with digital health platforms, such as mobile applications and wearable devices, is creating new opportunities for personalized health management. This integration allows for real-time monitoring and tailored health recommendations based on genetic information.
Regulatory Environment
The regulatory environment in various regions affects the growth of the wellness genomics market. Supportive regulations and government initiatives that promote the use of genomic technologies in healthcare contribute to market expansion.
High Costs
The high cost of genetic testing services can be a barrier to market growth, particularly in developing regions. However, advancements in technology are gradually reducing costs, making genomic testing more accessible to a broader population.
Privacy Concerns
Privacy and security concerns related to genetic data are critical issues that can impact market growth. Ensuring the protection of genetic information and addressing consumer concerns are essential for maintaining trust and driving adoption.
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Wellness Genomics Market Growth Analysis
Growth Drivers
The growth of the wellness genomics industry can be attributed to several key drivers:
Market Segments
The wellness genomics market is segmented into predictive testing services, consumer genomics, and professional genomics. Predictive testing is expected to dominate due to its critical role in disease risk analysis and early diagnosis. Applications such as cancer screening, diabetic monitoring, and cardiovascular screening further illustrate the versatility and importance of genomics in modern healthcare.
Regional Insights
North America, particularly the United States, is projected to hold a significant share of the market due to its advanced healthcare infrastructure, high levels of consumer awareness, and substantial investment in genomic research and development.
Market Dynamics
Trends
Growing Demand for Personalized Medicine
The demand for personalized medicine is propelling the wellness genomics market. Consumers increasingly seek health solutions that are tailored to their unique genetic profiles, enhancing treatment efficacy and satisfaction.
Technological Advancements
Advancements in genomic technologies are driving market growth by improving the efficiency and affordability of genetic testing. Innovations in sequencing technologies and data analysis tools contribute to the expansion of the market.
Growth Drivers
Increase in Chronic Diseases
The rising prevalence of chronic diseases necessitates faster diagnosis and personalized prevention strategies. Genetic testing provides valuable information for early intervention and personalized care.
Consumer Awareness
Increased awareness of the benefits of genetic testing and personalized health solutions contributes to market growth. Educational initiatives and media coverage play a significant role in enhancing consumer knowledge.
Growth Opportunities
Expansion in Emerging Markets
Emerging markets, such as those in Asia-Pacific and Latin America, present significant growth opportunities due to increasing healthcare expenditure and rising consumer demand for genomic testing.
Integration with Digital Health
The integration of genomics with digital health platforms offers opportunities for real-time health monitoring and personalized recommendations, driving market growth.
Restraints
High Costs
The high cost of genetic testing services can limit market growth, particularly in developing regions. However, technological advancements are gradually reducing costs, making testing more accessible.
Privacy Concerns
Privacy and security concerns related to genetic data can impact market growth. Ensuring the protection of genetic information is crucial for maintaining consumer trust and driving adoption.
Research Scope and Analysis
By Type
Predictive Testing
Predictive testing is expected to dominate the market, holding a substantial share due to its extensive use in disease risk assessment and preventive health strategies. This segment includes genetic risk assessment, pharmacogenomics, prenatal screening, and nutrigenomics.
Consumer Genomics
Consumer genomics involves ancestry testing, lifestyle and wellness genomics, and personalized health plans. This segment is growing due to increased consumer interest in personalized health solutions.
By Setting Type
Direct-to-Consumer (DTC)
Direct-to-consumer services are projected to lead the market due to their convenience and accessibility. Consumers can access genetic testing services without the need for physician intervention, expanding the reach of genomic testing.
Professional Settings
Professional settings, including hospitals, clinics, and diagnostic laboratories, also play a significant role in the market. These settings provide specialized testing services and support for personalized health management.
By Application
Breast & Ovarian Cancer Screening
Cancer screening, particularly for breast and ovarian cancer, is a major application of wellness genomics. Genetic testing for BRCA1 and
BRCA2 mutations helps in early detection and preventive care.
Diabetic Screening and Monitoring
Genetic testing is used for diabetic screening and personalized management of diabetes. It helps identify genetic predispositions and tailor treatment plans accordingly.
Regional Analysis
North America
North America is expected to dominate the global wellness genomics market due to its advanced healthcare infrastructure, high consumer awareness, and substantial investment in genomic research and development. The presence of key industry players and favorable regulatory environments further support the region's leading position.
Europe
Europe is also experiencing growth in the wellness genomics market, driven by increasing consumer demand for personalized health solutions and advancements in genomic technologies. The region's diverse healthcare systems and investment in research contribute to market expansion.
Asia-Pacific
The Asia-Pacific region presents significant growth opportunities due to rising healthcare expenditure and increasing consumer awareness. Emerging markets in this region are expected to drive future growth in the wellness genomics market.
Latin America
Latin America is an underserved market with potential for expansion. Increasing healthcare spending and a growing middle-class population are expected to drive the adoption of genomic testing services.
Middle East & Africa
The Middle East and Africa region is experiencing gradual growth in the wellness genomics market. Rising healthcare investments and increasing awareness of genomic technologies contribute to market development in this region.
Recent Developments
July 2024
Myriad Genetics launched a new comprehensive genetic testing panel for breast and ovarian cancer, enhancing its portfolio of predictive testing services.
June 2024
23andMe partnered with a major healthcare provider to integrate genetic testing into routine medical check-ups, aiming to increase accessibility to genomic insights.
May 2024
AncestryDNA introduced a new feature offering detailed genetic insights into personal nutrition and fitness, leveraging advanced nutrigenomics research.
December 2023
Helix announced a significant investment in AI-driven genomic analysis tools, enhancing the interpretation of genetic data for personalized wellness.
November 2023
Genetic Technologies Limited launched a multi-cancer early detection test, improving early screening capabilities for various types of cancer.
October 2023
Pacific Biosciences announced a breakthrough in long-read sequencing technology, enhancing the accuracy of genetic variant detection.
September 2023
Personal Genome Diagnostics (PGDx) received a grant for research into expanding genomic testing capabilities for rare diseases.
Competitive Landscape
The Global Wellness Genomics Market features a competitive landscape with several key players driving innovation and market growth. Major companies such as Myriad Genetics, Thermo Fisher Scientific, and Hoffmann-La Roche Ltd. lead the market with their extensive portfolios of genomic solutions and strong R&D capabilities.
Major Players
FAQs
1. What is the Global Wellness Genomics Market?
The Global Wellness Genomics Market involves the use of genetic information to enhance personal health and wellness. It includes services such as predictive testing, consumer genomics, and professional genomics aimed at disease prevention and personalized health management.
2. What factors are driving the growth of the wellness genomics market?
Key factors driving market growth include increased consumer awareness, advancements in genomic technologies, the rising prevalence of chronic diseases, and the integration of genomics with digital health platforms.
3. Which region is expected to dominate the wellness genomics market?
North America is expected to dominate the global wellness genomics market due to its advanced healthcare infrastructure, high consumer awareness, and substantial investment in genomic research and development.
4. What are the major applications of wellness genomics?
Major applications include cancer screening (e.g., breast and ovarian cancer), diabetic monitoring, cardiovascular screening, personalized diet and nutrition plans, and fitness and sports performance optimization.
5. What are the recent developments in the wellness genomics market?
Recent developments include the launch of comprehensive genetic testing panels, advancements in sequencing technologies, partnerships for integrating genetic testing into routine medical check-ups, and innovations in AI-driven genomic analysis tools.
Conclusion
The Global Wellness Genomics Market is set for significant growth, driven by advancements in genomics, increasing consumer awareness, and a rising demand for personalized health solutions. As the market evolves, technological innovations, expansion into emerging markets, and integration with digital health platforms will play pivotal roles in shaping its future. Despite challenges such as high costs and privacy concerns, the opportunities presented by personalized medicine and genomic technologies promise a dynamic and promising outlook for the wellness genomics industry.
This comprehensive analysis underscores the importance of genomics in modern healthcare and highlights the potential for continued growth and innovation in the wellness genomics market.
#Wellness Genomics#Genomic Health#Predictive Testing#Personalized Medicine#Consumer Genomics#Health Tech#Bioinformatics#Sequencing#Digital Health#Market Trends
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Not really an IIS4 or a tpot prediction just something I thought about yesterday
I know it's a tad bit strange to imagine but it'd be SO funny (and maybe a little dark idk) if somewhere in the future either ii or bfdi pulled a Centaurworld and had the casts perform a possibly musical reenactment of past events to explain them to the s3 invitationals/bfb post splitters and eliminated.
And they have weird set pieces and dumb costumes and everything and they have to act out and recreate the lore and all the traumatizing stuff they went through. And itās either going to be awkward or theyāre having a lot of fun and very much committing to the roles.
Okay other half is in the tags
#Because what BETTER way to explain mepadās death then through a musical or play?#Or Mephoneās past and the Meeple lore#Or imagine itās the tpot cast doing it and they have to explain how they almost ended the universe#and thereās a bit where CloudYay has to just stand in a circle and play hot potato with a piece of cardboard that was painted purple#For some reason when i first imagined this idk if the algebraliens were in the picture so itās either them in the audience or#Theyāre acting as themselves or just not in the picture anymore for some reason.#Oh man imagine Gaty having scenes (concerned tone)#Gatyā¦#AND SHE HAS TO REENACT SCENES WITH TWO I donāt think EITHER of them would be having fun with that but theyād still perform and#āOh my gosh they made a kitchen set piece.ā#And Gaty would get scenes to herself too because I think sheās really interesting on her own too in general and during all of this#what if they also just explain all the events to season 2 to the invitationals And they got a 4x one and of mePad and mephone and cobs#And they play out the hotel oj massacre and cobās demise#āAnd then we all died! *reads script* wait. oh yeah. And then we came back!ā#āAnd then suitcase exploded the evil cobs and we still feast on him to this very day thanks to test tubeā#I think an ii version of this would be a lot funnier and less serious than if it played out in tpot#And both audiences would be going āYOU GUYS DID WHAT šØā the whole entire time#donāt know how out of character thisād be and I doubt this would actually happen but I thought it was a mostly funny thought#This is pretty unserious so I donāt really think it counts as a prediction. Iām still in the osc waiting room btw#I havenāt gotten spoiled for either show yet and I hope I donāt#No one reblogg with spoilers please#ii#inanimate insanity#Bfdi#battle for dream island#Tpot#The One costume would be funny#I picture them using the stage they used for the s2 finale or the Purgatory mansion. The bfdi people would probably use the tv studio.#Is that what itās called#look at my crew and tech dawg our playās going to FLOP
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itās interesting how no religion (with all the caveats the use of that word entails) can resist making cosmological and scientific claims, and that this is true even for very recently invented religions that ought to know the risk of their claims getting debunked is very high. if I were going to start a religion, I would at least make sure it wouldnāt be debunked in my lifetime.
#ct posting abt the urantia book is what I am specifically thinking of#a friend of mine once scoffed that I became an atheist as a kid bc of science#arguing that like the cosmological claims arenāt the point of religion#but historically they were a big part of it!#and some adherents stopped touting those claims only when it became clear they were wrong#while others still argue for their truth#so if youāre a mainline Protestant in the 21st century#the cosmological claims might not be central to your faith#but itās not strange for the failure of those claims to lead one to doubt the whole enterprise#bc from the outside view#āwhat would all this religion stuff look like if it was just made up nonsenseā#generally includes āall its testable predictions get debunked the instant we can test themā#even if that doesnāt immediately invalidate oneās metaphysics#it ought to call into question the viability of the intellectual tradition it emerged from#very few traditions that were so completely nonsense have managed to redeem themselves#medicine maybe?#that used to be overwhelmingly bullshit with a few lucky guesses
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#fanart#inanimate insanity#inanimate insanity lightbulb#test tube inanimate insanity#lightbulb ii#lightbulb inanimate insanity#test tube ii#ii lightbulb#ii test tube#ii testbulb#testbulb#testbulb ii#my sheila#I just find it too predictable to have Lightbulb be the messy eater so like. LOL#test tube my sheila#ii#ii fanart#ivy's art
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Viren going "If you have to choose between your brother or the egg, choose the egg" only for Claudia to do the opposite is holding hands with Rayla's "If you ever have to choose between me or the greater good, do the right thing. Make the sacrifice" to Callum, and well, you get the picture
#tests of love#s6 spoilers#subset: choices#tdp spoilers#the dragon prince#morally ambiguous fam#rayllum#knight sibs#1x06#6x03#wishlist achieved#predictions achieved#:))#the one who ruined me; i did it myself#tdp's perpetual trolley problem
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thinking about the random throwaway comment murph made about how riz has been tutoring just because in my heart i think itād be both true to character & very funny if riz was an absolutely horrendous tutor. youāre telling me the stressed out kid with 5 million extracurriculars is going to be fully mentally present for a tutoring session? no. he thinks heās explaining something and to the person listening he truly sounds like a flat solace conspiracy theorist with how little sense heās making. after a certain amount of time if the kid heās tutoring doesnāt understand riz just redirects them to adaine because she sells test answers. heās responsible for three different rage outbursts and he doesnāt know because the second the session is over heās already out the door for like. mathletes or whatever.
#yea i think he COULD be a good tutor but this is funnier to me#WAIT IāM SORRY ADAINE USES HER ORACLE POWERS TO GET TEST ANSWERS BUT SHE CAN NEVER PREDICT WHICH TEST THEYāRE FOR#ITāS LIKE GAMBLERS CHOICE TEST ANSWERS#fantasy high#dimension 20#fhjy#fhjy spoilers#riz gukgak#posting this because i have too many things in drafts#also ārandom fic idea: riz somehow ends up tutoring bucky applebees & this is how he learns kristenās little brother is just as crazy as her#just in a different way
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i saw your post about what MCs duties are and I'm so excited to play as a workaholic and a perfectionist (bc it's the only way to cope after the passing of their beloved lady) that the maids and everyone else will be the one to have to personally pull them away from work š¤©š¤©š¤©š¤©š¤©š¤©š¤©š¤©
(Here's the post in question!)
I'm glad you're excited for that, dear Workaholic Anon! Truly, what is grief if not passion with nowhere left to go? š
Your subordinates would both love and loathe your tireless perfectionism. One moment, they're in awe of your efficiency. The next, they would conspire against you to drag you away from duty merciless grip.
Like this one:
.
āLetter from ELLIS to High Servant of the Royal Consort
Greetings to the Most Esteemed Guardian of Our Serene Highness, my dearest fiery High Servant.
I trust this letter finds you well between the exquisite demands of the Inner Court.
It seems Our Serene Highness is, once again, deeply ensnared in duties. Our dear Consort shine so brightly, so ceaselessly, so much so that I fear the stars would envy such radiant tenacity. Every parties reviewed thrice, every noble appeased before they have spoken, every attire meticulously designed for symbolic statement.
Such brilliant passion, truly. But I am afraid it is the wrong kind, my esteemed one. This is passion that devours poorly.
And Luxen forbid that. We cannot allow it to happen to our dearest Consort, can we?
Thus, I propose a delicate, yet entirely unavoidable intrusion: a surprise event! Or two. Or three. Four, no, perhaps five. All involving music, laughter, and a generous touch of indulgence. A not-so-subtle orchestration of distraction, if you will. A celebration not of duty, but of pure delight.
With your blessing, my esteemed one, the Ministry of Entertainment shall orchestrate it. With your cooperation, I believe we may even coax a smile from Our Serene Highness that is not rehearsed.
Ever awaiting your command and your fearsome energy,
- Ellis Edselly
Your humble Minister of Entertainment
āReply from High Servant of the Royal Consort to Ellis
Minister Ellis,
Your letter sing as always, but I have no time for your verses today. As you see, Our Serene Highness is jumping headlong toward ruin. A thousand duties. A thousand eyes. And not a moment of rest between them.
I have reminded. I have begged. I have shouted. Still the Consort press on, as if exhaustion and self neglect are some sacred rite.
No. This madness ends now.
Your plan to seduce the Consort away has merit. But do understand that this is not a mere party. This is a rescue mission. So your delicate intrusion had better be more than another song and another hollow smile, Minister. Because if the Consort still refuses to yield, your entire ministry will be forcibly repurposed into recovery corps. And I will see to it personally.
Prepare your music. Prepare your actors. And prepare every shred of your charm. Send your invitation when you are ready, two days after tomorrow. We are going to make sure Our Serene Highness remembers how to live, Minister of Entertainment.
- High Servant of the Royal Consort
āThere's a sealed letter on your desk with Minister of Entertainment's seal
My dearest Royal Consort, Radiance of Luxendis, Jewel of the Court, Keeper of the Joy,
May Luxen forever shine upon your crown.
An urgent matter most dire and delightfully inconvenient require your presence at the Ministry of Entertainment. I fear I must implore you to attend with utmost haste, my Serene Highness, for the matter cannot possibly be resolved without your exquisite judgment and your radiant company.
Awaiting your brilliant presence,
- Ellis Edselly
Your ever loyal servant, the charming Minister of Entertainment.
.
Uh oh. Seems like you're in for a delightful kidnapping treat, my dear Consort š
Thank you for the ask! š©¶
#you would test your close servients creativity lol#meanwhile your assassins are thriving because nothing says āeasy targetā like a consort with a predictable routine and little sleep#so congratulations youve become the crown jewel on every assassins list!#coc: raven#coc: snippets#coc: reaction#coc: lore#coc: ellis#coc: mc#coc: if#court of crescent
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#Employ me KQ#MY RATES ARE REASONABLE#MY TALENT IS LIMITED#BUT MY LOYALTY TO MINGI IS UNWAVERING#song mingi#mingi#ateez#i predict ateez will tour australia in 2024#i am testing a theory#someone out there Apollo is cackling and cassandra is sobbing#the fact that i had these before the promo pics dropped but was so embarrassed to post them because i didn't think they were good enough#but then the kq tattoo design was even worse lol#kq tattoos? more like lq tattoos
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greg get off your damn phone
#big city greens#bcg#chip whistler#can't watch it bc of drawfee pride stream#but my prediction is babe and spider fang talk about the weather#so they can pass wait post cancelled#they aren't even named#they failed the first rule of bechdel test#this evil family really lives up to its name#animation#sorta#art#haha the big city sinners#i have SO much so say......#number one: play all of the bridge city sinner's discography#my fave though is sinners saloon and kreacher#gas#number two:.....#that's a secret for me to know and for you to find out...#hope y'all enjoyed !!!!!!!!!!#i spent a month on this damn thing#i would be like 'my favorite shots' but if you see babe it's my favorite shot
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if i got the chance to interview oliver stark about 911, you bet your ass i wouldnāt waste a single question over something like āwill tommy be jealous of buck and eddieās friendship?ā after we have seen multiple times he isnāt, and most recently in the new episode. not to mention weāve seen even eddie isnāt jealous of buck and tommyās relationship, and we were shown that yet again in the premiere. there are so many more interesting things you could ask about buckās actual relationship and that story, or even buck and eddie. but no.
#this isnāt aimed at that one interviewer but itās just something i keep seeing#from people who clearly are holding out hope for buddie and will ask whatever they want to shoehorn it into buckās relationship with someon#else#itās just so boring and honestly predictable#you could ask ANYTHING???? and you chooseā¦. that#i had to conduct a proper interview as preparation for my dissertation and i had to plan out questions properly that were fully relevant to#what i was investigating#there was so much consideration given to the questions#and once again for another research project where i had to#the questions were wittled down so much and tested and everything#obviously psychology and journalism are different but i just feel whatever weāre doing right now with interviews is just sad#911#911 discourse#fandom wank#911 spoilers
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New 30ML announcements
#test#spear of longinus...#she doesnt even have extra emotion face parts she just looks to the side#really hope they show the ryo and nijika 30MP later#hope its dec release#also crazy prediction: GBC/ave mygo 30MP
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Darling, you're officially inside.
This isnāt just another F1 pageāThe Paddock Insider is where the real players, the real moves, and the real power shifts unfold. Because Formula 1 isnāt just about who crosses the finish line firstāitās about who holds the cards behind the scenes.
Consider this your "exclusive invitation" to the stories they donāt tell in press conferences! The alliances, the rivalries, the politics...all wrapped in speed, glamour, and just the right amount of drama!
Welcome to the inner circle. Now, letās begin. Wait for us on race week.
XOXO,
The Paddock Insider
#f1#formula 1#f1news#paddock#f1 2025#f1 event#f1 racing#australian gp 2024#f1 journal#f1 thoughts#f1 edit#f1 writing#f1 pre season testing#f1 predictions#f1 academy#f1 gossip#f1 rookies#f1 blog#f1 memes#max verstappen#daniel ricciardo#charles leclerc#lewis hamilton#george russell#lando norris#oscar piastri#fernando alonso#pierre gasly#checo perez#lance stroll
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Hypothetical AI election disinformation risks vs real AI harms

I'm on tour with my new novel The Bezzle! Catch me TONIGHT (Feb 27) in Portland at Powell's. Then, onto Phoenix (Changing Hands, Feb 29), Tucson (Mar 9-12), and more!
You can barely turn around these days without encountering a think-piece warning of the impending risk of AI disinformation in the coming elections. But a recent episode of This Machine Kills podcast reminds us that these are hypothetical risks, and there is no shortage of real AI harms:
https://soundcloud.com/thismachinekillspod/311-selling-pickaxes-for-the-ai-gold-rush
The algorithmic decision-making systems that increasingly run the back-ends to our lives are really, truly very bad at doing their jobs, and worse, these systems constitute a form of "empiricism-washing": if the computer says it's true, it must be true. There's no such thing as racist math, you SJW snowflake!
https://slate.com/news-and-politics/2019/02/aoc-algorithms-racist-bias.html
Nearly 1,000 British postmasters were wrongly convicted of fraud by Horizon, the faulty AI fraud-hunting system that Fujitsu provided to the Royal Mail. They had their lives ruined by this faulty AI, many went to prison, and at least four of the AI's victims killed themselves:
https://en.wikipedia.org/wiki/British_Post_Office_scandal
Tenants across America have seen their rents skyrocket thanks to Realpage's landlord price-fixing algorithm, which deployed the time-honored defense: "It's not a crime if we commit it with an app":
https://www.propublica.org/article/doj-backs-tenants-price-fixing-case-big-landlords-real-estate-tech
Housing, you'll recall, is pretty foundational in the human hierarchy of needs. Losing your home ā or being forced to choose between paying rent or buying groceries or gas for your car or clothes for your kid ā is a non-hypothetical, widespread, urgent problem that can be traced straight to AI.
Then there's predictive policing: cities across America and the world have bought systems that purport to tell the cops where to look for crime. Of course, these systems are trained on policing data from forces that are seeking to correct racial bias in their practices by using an algorithm to create "fairness." You feed this algorithm a data-set of where the police had detected crime in previous years, and it predicts where you'll find crime in the years to come.
But you only find crime where you look for it. If the cops only ever stop-and-frisk Black and brown kids, or pull over Black and brown drivers, then every knife, baggie or gun they find in someone's trunk or pockets will be found in a Black or brown person's trunk or pocket. A predictive policing algorithm will naively ingest this data and confidently assert that future crimes can be foiled by looking for more Black and brown people and searching them and pulling them over.
Obviously, this is bad for Black and brown people in low-income neighborhoods, whose baseline risk of an encounter with a cop turning violent or even lethal. But it's also bad for affluent people in affluent neighborhoods ā because they are underpoliced as a result of these algorithmic biases. For example, domestic abuse that occurs in full detached single-family homes is systematically underrepresented in crime data, because the majority of domestic abuse calls originate with neighbors who can hear the abuse take place through a shared wall.
But the majority of algorithmic harms are inflicted on poor, racialized and/or working class people. Even if you escape a predictive policing algorithm, a facial recognition algorithm may wrongly accuse you of a crime, and even if you were far away from the site of the crime, the cops will still arrest you, because computers don't lie:
https://www.cbsnews.com/sacramento/news/texas-macys-sunglass-hut-facial-recognition-software-wrongful-arrest-sacramento-alibi/
Trying to get a low-waged service job? Be prepared for endless, nonsensical AI "personality tests" that make Scientology look like NASA:
https://futurism.com/mandatory-ai-hiring-tests
Service workers' schedules are at the mercy of shift-allocation algorithms that assign them hours that ensure that they fall just short of qualifying for health and other benefits. These algorithms push workers into "clopening" ā where you close the store after midnight and then open it again the next morning before 5AM. And if you try to unionize, another algorithm ā that spies on you and your fellow workers' social media activity ā targets you for reprisals and your store for closure.
If you're driving an Amazon delivery van, algorithm watches your eyeballs and tells your boss that you're a bad driver if it doesn't like what it sees. If you're working in an Amazon warehouse, an algorithm decides if you've taken too many pee-breaks and automatically dings you:
https://pluralistic.net/2022/04/17/revenge-of-the-chickenized-reverse-centaurs/
If this disgusts you and you're hoping to use your ballot to elect lawmakers who will take up your cause, an algorithm stands in your way again. "AI" tools for purging voter rolls are especially harmful to racialized people ā for example, they assume that two "Juan Gomez"es with a shared birthday in two different states must be the same person and remove one or both from the voter rolls:
https://www.cbsnews.com/news/eligible-voters-swept-up-conservative-activists-purge-voter-rolls/
Hoping to get a solid education, the sort that will keep you out of AI-supervised, precarious, low-waged work? Sorry, kiddo: the ed-tech system is riddled with algorithms. There's the grifty "remote invigilation" industry that watches you take tests via webcam and accuses you of cheating if your facial expressions fail its high-tech phrenology standards:
https://pluralistic.net/2022/02/16/unauthorized-paper/#cheating-anticheat
All of these are non-hypothetical, real risks from AI. The AI industry has proven itself incredibly adept at deflecting interest from real harms to hypothetical ones, like the "risk" that the spicy autocomplete will become conscious and take over the world in order to convert us all to paperclips:
https://pluralistic.net/2023/11/27/10-types-of-people/#taking-up-a-lot-of-space
Whenever you hear AI bosses talking about how seriously they're taking a hypothetical risk, that's the moment when you should check in on whether they're doing anything about all these longstanding, real risks. And even as AI bosses promise to fight hypothetical election disinformation, they continue to downplay or ignore the non-hypothetical, here-and-now harms of AI.
There's something unseemly ā and even perverse ā about worrying so much about AI and election disinformation. It plays into the narrative that kicked off in earnest in 2016, that the reason the electorate votes for manifestly unqualified candidates who run on a platform of bald-faced lies is that they are gullible and easily led astray.
But there's another explanation: the reason people accept conspiratorial accounts of how our institutions are run is because the institutions that are supposed to be defending us are corrupt and captured by actual conspiracies:
https://memex.craphound.com/2019/09/21/republic-of-lies-the-rise-of-conspiratorial-thinking-and-the-actual-conspiracies-that-fuel-it/
The party line on conspiratorial accounts is that these institutions are good, actually. Think of the rebuttal offered to anti-vaxxers who claimed that pharma giants were run by murderous sociopath billionaires who were in league with their regulators to kill us for a buck: "no, I think you'll find pharma companies are great and superbly regulated":
https://pluralistic.net/2023/09/05/not-that-naomi/#if-the-naomi-be-klein-youre-doing-just-fine
Institutions are profoundly important to a high-tech society. No one is capable of assessing all the life-or-death choices we make every day, from whether to trust the firmware in your car's anti-lock brakes, the alloys used in the structural members of your home, or the food-safety standards for the meal you're about to eat. We must rely on well-regulated experts to make these calls for us, and when the institutions fail us, we are thrown into a state of epistemological chaos. We must make decisions about whether to trust these technological systems, but we can't make informed choices because the one thing we're sure of is that our institutions aren't trustworthy.
Ironically, the long list of AI harms that we live with every day are the most important contributor to disinformation campaigns. It's these harms that provide the evidence for belief in conspiratorial accounts of the world, because each one is proof that the system can't be trusted. The election disinformation discourse focuses on the lies told ā and not why those lies are credible.
That's because the subtext of election disinformation concerns is usually that the electorate is credulous, fools waiting to be suckered in. By refusing to contemplate the institutional failures that sit upstream of conspiracism, we can smugly locate the blame with the peddlers of lies and assume the mantle of paternalistic protectors of the easily gulled electorate.
But the group of people who are demonstrably being tricked by AI is the people who buy the horrifically flawed AI-based algorithmic systems and put them into use despite their manifest failures.
As I've written many times, "we're nowhere near a place where bots can steal your job, but we're certainly at the point where your boss can be suckered into firing you and replacing you with a bot that fails at doing your job"
https://pluralistic.net/2024/01/15/passive-income-brainworms/#four-hour-work-week
The most visible victims of AI disinformation are the people who are putting AI in charge of the life-chances of millions of the rest of us. Tackle that AI disinformation and its harms, and we'll make conspiratorial claims about our institutions being corrupt far less credible.
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/2024/02/27/ai-conspiracies/#epistemological-collapse
Image: Cryteria (modified) https://commons.wikimedia.org/wiki/File:HAL9000.svg
CC BY 3.0 https://creativecommons.org/licenses/by/3.0/deed.en
#pluralistic#ai#disinformation#algorithmic bias#elections#election disinformation#conspiratorialism#paternalism#this machine kills#Horizon#the rents too damned high#weaponized shelter#predictive policing#fr#facial recognition#labor#union busting#union avoidance#standardized testing#hiring#employment#remote invigilation
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y'all stop saying fyodor has never looked so sincerely angry before. he has.
I know this because, and this is not an exaggeration, the vast majority of my manga revisits are to enjoy his expressions of anger, disdain, and malcontent. i shit you not, several of my bsd meta posts wholly unrelated to fyodor were written because I happened to notice something else while flipping through to imbibe fedya's hissy fits. I don't reread the manga when I do this, just those scenes, unless something else catches my attention.
anyway, stop disrespecting my beloved pastime.
#bsd#bungou stray dogs#bsd fyodor#most people are remarkably bad at reading expressions#not me though#this isnt a bit i fixated on how emotions are nonverbally communicated so that i could lie better and to develop a pleading face#for most of elementary school i studied people's faces and workshopped my own by getting feedback from others and testing them in the field#then in 8th grade my gifted program teacher made us take an assessment on how well we could read faces#to debunk body language expertise#and demonstrate the fact that most people think they can read faces but most of us cant#emphasizing why trials and presumptions based on assumptions that we can are harmful#everyone predictably failed real hard#except for me. i made an 80%#my teacher made me take it again and explain to her my process.#then she asked where i learned it and i explained to her that i never got stickers at naptime in kindergarten because i never slept#so i began obsessively refining my fake sleep#it took months but i figured out how to coordinate all of the tells and it worked i started getting stickers#so then i started to practice other states of mind#and she marked me an outlier and removed me from the data š#anyway. all im saying is. i love fedya's face.
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me working out that x is 1300192.531 and little timmy has 30428 water bottles

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