Is the internet really ruining everything, or are we just looking at it wrong?
Ruined By The Internet? uses technology as a lens to investigate its effects on society, culture, and modern life.
Not products. Not industry news. The human costs of the digital world we all inhabit - whether we wanted them or not.
Through conversations with psychologists, musicians, political scientists, FBI investigators, anthropologists, economists, researchers, and experts from every field technology has touched, each episode takes a social or cultural focal point and examines it from every angle.
How is social media changing us? Is AI reshaping human behaviour? And what are the real consequences of our very online lives?
Ruined By The Internet? is created, hosted and produced by Gareth King.
New investigations drop regularly - follow or subscribe wherever you listen.
Visit us: https://www.ruinedbytheinternet.com/
Share your thoughts: https://www.ruinedbytheinternet.com/survey/
Support the show: https://buymeacoffee.com/rbtishow/
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Criminal Investigations: Has Crime’s Digital Trail Gone Dark? | FBI, Cybercrime, Encryption & Digital Privacy
Tuesday, August 18, 2026 • Duration 49:47
Criminal investigations have always had a fundamental asymmetry - one where investigators had more tools, more resources, and more power than the people they pursued. But in a world where the most dangerous criminals can communicate, coordinate, and disappear without detection, has technology handed crime the ultimate advantage?
Welcome to Ruined By The Internet? – the show where we examine how technology is shaping modern life – whether we want it to or not.
We're joined by Eric Robinson - ex-FBI Special Agent of 24 years and SWAT operator for 15 - who investigated drugs, gangs, crimes against children, financial crimes, and national security, and has followed the trail of digital evidence further than most people ever will.
In this episode we investigate how encryption and the dark web have shifted the balance of power between criminals and investigators, examine why platform non-cooperation is often more about branding than genuine resistance, explore the role of open source intelligence as one of the most powerful new tools in law enforcement, and ask whether AI will tip the scales back toward investigators - or hand criminals their most powerful weapon yet.
(00:00) Eric Robinson's background and what 24 years in the FBI actually looked like
(03:58) Encryption and encrypted messaging: the real challenge for law enforcement
(08:05) Open source intelligence and why it's changed everything
(12:07) The dark web: what it actually is and how it's used by serious criminals
(15:58) Platform non-cooperation: legal reality versus public positioning
(19:57) How technology has changed specific crime categories
(21:50) AI and the future of law enforcement: tool or threat?
(25:58) Balancing privacy rights and investigative necessity
(28:02) Legal protections for civilians and where they apply
(30:08) Human experience versus AI: what machines still can't replace in investigations
(34:07) Emerging threats and the new crime categories technology is creating
(36:07) Privacy, government power, and where the line should sit
(38:02) Memes, social media, and how online culture is being weaponised
(40:03) Radicalisation and online extremism: what the investigation actually looks like
(44:02) The evolution of crime in the digital age: where it's heading next
Key takeaways:
• Human Error Overrules High-Tech Privacy: Despite advanced encryption, bad actors regularly expose themselves through simple laziness - failing to delete messages, or through personal connections that allow informants and undercover operatives to breach otherwise secure networks
• Digital Flexing Creates a Double-Edged Problem: Social media boasting provides law enforcement with easy actionable evidence for warrants, but simultaneously floods agencies with non-credible low-level threat reports that tie up vital manpower
• Platform Resistance Is Usually Branding: Tech platforms publicise their refusal to cooperate with law enforcement to project a stance on privacy and free speech — but legal mechanisms like search warrants routinely force compliance in legitimate criminal investigations
• Physical Confrontation Remains the Essential Vulnerability: Regardless of how sophisticated an online operation or dark web market is, real-world law enforcement relies on physical interactions
Science: Has Rigour Been Sacrificed for Reach? | Predatory Publishing, AI-Generated Research, Scientific Fraud & Public Trust
Tuesday, August 4, 2026 • Duration 51:01
The internet promised a new era of science – one of open collaboration, democratised access, and knowledge freed from institutional gatekeepers. But has it instead created an ecosystem where fraudulent papers and AI-generated junk research are often indistinguishable from the real thing?
Welcome to Ruined By The Internet? – the show where we examine how technology is shaping modern life – whether we want it to or not.
We're joined by Kent Anderson and Joy Moore - veterans of scientific publishing with over 50 combined years of experience - who have watched the self-built infrastructure science uses to regulate itself get systematically upended, and often from within. Their new book How the Internet Disrupted Science is out now.
In this episode we investigate how the shift to open access publishing opened the door to predatory journals and paper mills, examine how AI and LLMs are flooding the scientific ecosystem with automated unverified research, explore how the attention economy is stripping science of context and turning it into partisan weaponry, and ask whether the self-regulating infrastructure of science can survive the digital age - or whether it's already too late.
(00:00) Has the internet ruined science, and how did we get here?
(01:12) The emergence of systemic problems in scientific publishing
(04:57) The fundamental mismatch between slow science and fast digital platforms
(06:51) Predatory publishing and fake papers: what they look like and how they spread
(09:37) The scale of problematic and AI-generated content in scientific literature
(15:25) How misinformation in science affects public health and policy decisions
(20:02) The role of AI and LLMs in accelerating scientific fraud
Helping People: Has Empathy Turned Us into Targets? | Online Scams, Digital Deception, Cyber Safety & the Psychology of Trust
Sunday, July 19, 2026 • Duration 44:21
We used to rely on biological cues to verify a stranger in need. But in a faceless digital world full of scams and deception, has our empathy become a liability - and left us in a state of permanent suspicion?
Welcome to Ruined By The Internet? – the show where we examine how technology is shaping modern life – whether we want it to or not.
We’re joined by Travis Simcox, a cyber threat hunter and former cognitive science researcher – a combination that makes him uniquely placed to tell us what the digital world is doing to our instinct to help.
In this episode we investigate how the internet transformed scams from local nuisances into a global industry, examine how AI is dramatically amplifying the sophistication and emotional manipulation of digital deception, and ask whether the era of the inherent high-trust society is gone forever - or whether there's a way back.
(00:00) The digital shift in trust and what it's done to our instinct to help
(02:07) Scale of online scams: from village communities to virtual identities
(04:15) High trust societies versus the permanent mistrust the internet created
(05:45) Modern phishing: far beyond the basics most people know about
(08:42) The rise of romance and investment scams and the psychology behind them
(11:03) The Golden Triangle: a hub for untouchable cybercrime operating beyond the law
(16:16) Emerging scams: executive gift card and overpayment fraud
(20:10) How AI is supercharging scam sophistication and emotional manipulation
(25:56) Can regulation and individual vigilance actually counter AI-driven scams?
(39:58) Practical protective strategies for individuals and businesses
Digital Humanity: From Real Minds to Synthetic Hallucination? | AI, LLMs, Identity, Consciousness & Authenticity
Sunday, July 5, 2026 • Duration 35:11
The internet promised to be a vast global network of human thought and connection. But as the digital ecosystem is increasingly choked by synthetic content and non-human users, is the internet’s true premium – the certainty of human thought – being destroyed?
Welcome to Ruined By The Internet? – the show where we examine how technology is shaping modern life – whether we want it to or not.
We’re joined by David Schmudde, Chief Technology Officer at Yorba, where he specialises in how our identities fit into an increasingly digital world – putting him at the very heart of everything we’re asking today.
In this episode we investigate how synthetic content and AI are eroding the foundations of digital identity and human authenticity, examine the political and economic implications of a world where AI mirrors rather than challenges the assumptions of its creators, and ask whether the internet can still function as a space for genuine human thought - or whether that premium has already been lost.
(00:00) The promise and peril of the internet: what we were told and what we got
(03:04) Social media's role in shaping and distorting digital identity
(06:03) AI and the blurring line between human and machine identity
(08:47) The political context of AI: who builds it and what that means
(12:08) The limits of LLMs and where the technology actually falls short
(15:05) Cognitive dependency: what happens when we outsource our thinking to AI
(17:47) Art, identity, and the question of what AI can and can't replace
(20:56) The future of work and what AI does to the labour market
(23:53) Legislation versus innovation: can the law keep pace with digital identity?
Conspiracy Theories: Weaponised From the Fringe to Your Feed? | Misinformation, Radicalisation & the Attention Economy
Saturday, June 20, 2026 • Duration 42:33
The internet gave us a way for conspiracy theories to find their audiences, connecting people and building communities around often-fringe ideas. But has it also supercharged them, turning once-fringe ideas into powerful forces of polarisation, division and radicalisation that reach far beyond the screen?
Welcome to Ruined By The Internet? - the show where we examine how technology is shaping modern life - whether we want it to or not.
We’re joined by Dani Mercy, host of The Rabbit Hole: Conspiracy Theories podcast, where she dives deep into conspiracy theories both past and present. With such wide-ranging investigations of her own, there are very few people who've gone deeper into this world than she has.
In this episode we investigate how the internet transformed conspiracy theories from fringe curiosity into an industrialised ecosystem, examine the psychological and emotional machinery that makes them so effective in a digital environment, explore the role of monetisation and outrage in keeping them alive, and ask whether AI is the most dangerous amplification tool the conspiracy world has ever had.
(00:00) The rise of conspiracy theories in the digital age
(03:12) Understanding the rabbit hole phenomenon and how it works
(05:54) The role of social media in spreading and amplifying conspiracies
(09:03) How technology has changed what people believe and why
(12:08) Why debunking rarely works, and sometimes makes things worse
(15:03) Political polarisation and the conspiracy theory ecosystem
(18:10) COVID-19 as a case study in digital conspiracy at scale
(21:08) When digital conspiracies produce real-world consequences
(21:59) How conspiracy theories themselves have evolved in the digital age
Job Security: Optimised for Our Own Obsolescence? | AI, Automation, Future of Work & Job Displacement
Tuesday, June 2, 2026 • Duration 44:18
It promised to make us more productive, more employable, and more economically secure. But as AI begins replacing not just tasks but entire professional roles - including ones that took many years to reach - is technology making job security itself an obsolete concept?
Welcome to Ruined By The Internet? - the show where we examine how technology is shaping modern life - whether we want it to or not.
We’re joined by Nick Jain, a Harvard-trained former private equity investor, and co-founder of Eagle Rock CFO, who builds systems to replace the leadership that used to require a senior executive, giving him a front row seat to a transformation that's rapidly coming for every industry, whether they're ready or not. And he's under no illusions about what that could mean for the rest of us.
In this episode we investigate how AI is displacing not just entry-level roles but senior professional positions that people spent careers building toward, examine the J curve of productivity, and why the short-term pain of technology adoption is being distributed so unevenly.
We also explore the gap between AI's actual capabilities and the hype being sold to businesses and workers, and ask whether Universal Basic Income is a genuine safety net for what's coming - or a way of making worker displacement politically acceptable.
(00:00) The gap between what technology promised and what it's actually delivering
(03:09) The J curve of productivity: why things get worse before they get better
(05:57) AI and job displacement: which roles are most exposed and why
(08:52) Optimism versus pessimism about the future of work: what the evidence actually supports
(12:03) The role of creativity in surviving an AI-driven workforce
(14:51) Where the real opportunities for growth are, and which industries face the hardest road
Retail: Convenience That Costs Everything? | E-Commerce, Consumer Behaviour & the Future of Retail
Wednesday, May 20, 2026 • Duration 38:17
The internet promised to bring the world's stores directly to us. But in chasing convenience over everything, has it killed the high street, gutted retailers, and replaced the experience of shopping with a transaction?
Welcome to Ruined By The Internet? - the show where we examine how technology is shaping modern life - whether we want it to or not.
We're joined by Joe Zahaitis, a payments industry strategist with over 30 years experience in the high-velocity digital marketplace - giving him an insider's view of what happens when we trade a sensory, social experience for an impersonal digital one that leaves most retailers in a tech-driven race to the bottom.
In this episode we investigate how e-commerce dismantled the high street and the community spaces built around it, examine the psychological effects of instant gratification and what it's done to our relationship with shopping, explore the trust and transparency challenges of buying in a world you can't touch or see, and ask whether AI and personalisation can ever replace what’s been lost.
(00:00) The transformation of retail in the digital age
(03:02) How e-commerce reshaped society beyond just shopping
(06:08) The rise of instant gratification and what it costs us
(08:49) Customer service in the digital age: better or worse?
(12:07) The future of local retail: survival or slow death?
(14:46) Trust and transparency in online shopping
(18:04) The role of AI in shaping consumer experiences
(21:01) The psychological effects of online shopping on behaviour and identity
(23:52) Digital payments and the friction they remove - and create
(26:54) Where online retail goes from here - and what gets left behind
Sleep: Screens Stealing Our Slumber? | Screen Time, Sleep Science & Digital Wellbeing
Wednesday, May 6, 2026 • Duration 42:04
The internet promised us connection that never sleeps. But has it also been sabotaging our rest - leaving us locked in a nightly battle with a digital world that refuses to turn off?
Welcome to Ruined By The Internet? - the show where we examine how technology is shaping modern life - whether we want it to or not.
We're joined by Chelsea Reynolds - sleep researcher and clinical psychologist - who is exactly the right person to ask about what happens when bedtime becomes screen time, and whether our screens are the problem, or the solution.
In this episode we investigate how screens and digital habits are disrupting our sleep biology, examine the sleep displacement hypothesis and what it actually means for how we rest, explore the psychology behind why we choose screens over sleep even when we know better, and ask whether the same technology keeping us awake could ever genuinely help us sleep.
(00:00) The internet's impact on sleep and why it matters
(04:59) Sleep biology and exactly where technology interferes
(09:57) The sleep displacement hypothesis: are screens stealing our hours or just our quality?
(15:00) Navigating sleep aids in a world full of digital solutions
(20:01) How the blurring of work and personal life is destroying sleep boundaries
(25:04) The bright light hypothesis and how screen wavelengths affect sleep patterns
(25:09) Understanding sleep routines and where technology fits in
(30:36) Teenagers, sleep needs, and the specific risks of digital exposure
(33:00) The risk factors most people don't know are affecting their sleep
(35:30) How to transform technology from sleep disruptor into sleep aid
Empowerment: Objectification Rebranded as Agency? | Digital Monetisation & the Attention Economy
Sunday, April 26, 2026 • Duration 43:12
When it comes to empowering ourselves, we were told the internet would give us back control. But instead, has it simply delivered a more efficient way for us to become products, and successfully rebranded objectification as agency?
Welcome to Ruined By The Internet? - the show where we examine how technology is shaping modern life - whether we want it to or not.
We’re joined by Courtney Kocak - writer, comedian, and author of the memoir ‘Girl Gone Wild’ - to investigate one of the most uncomfortable questions about what technology has done to identity, autonomy, power, and the people caught in between.
In this episode we trace the journey from early 2000s media to today's self-monetisation platforms, examine how the attention economy and algorithms have reshaped desire and self-perception, investigate the rise of online male communities and their generational impact, and ask whether AI is accelerating the problem - or simply making it harder to see.
(00:00) The Internet's impact on empowerment and objectification
(03:10) From early 2000s media to today's self-monetization platforms
(07:50) The evolution of pop culture and its increasingly explicit direction
(09:12) Tracing the cultural roots of today's online extremity
(13:28) The influence of the attention economy
(14:37) The rise of the manosphere and its impact
(16:29) The generational difference: navigating online life and authenticity
(20:13) Shifting attitudes toward sex work and societal acceptance
(23:29) The influence of explicit online content
(25:34) How online validation shapes our self-perception
(27:13) Authenticity and the rejection of algorithm-driven content
Rental Markets: A Frantic Fight for Shelter as a Service? | Airbnb, PropTech & the Housing Crisis
Monday, April 13, 2026 • Duration 45:07
The internet was supposed to make the rental market more efficient and transparent. But has it instead turned the basic human need for shelter into a frantic, dehumanising battle with technology - where algorithms, platforms, and data have more power than the people looking for a home?
Welcome to Ruined By The Internet? - the show where we examine how technology is shaping modern life - whether we want it to or not.
We're joined by Thomas Sigler - Deputy Head of the School of the Environment and Associate Professor of Human Geography at the University of Queensland - whose research sits at the intersection of urban geography, technology, and how we live.
In this episode we investigate how short-term rental platforms hollowed out housing supply, examine the role of PropTech in reshaping how we search and apply for homes, explore the data privacy implications of digital rental applications, and ask whether the technology that promised transparency has simply handed more power to landlords, platforms, and property influencers.
(00:00) Introduction to the Rental Market Crisis
(02:57) The Impact of Short-Term Rentals
(06:04) Understanding the Rental Market Dynamics
(08:47) The Role of PropTech in Rental Searches
(11:55) Community Resistance and Transient Populations
(15:02) The Rise of Digital Nomadism
(17:51) The Transparency of Digital Platforms
(21:07) Privacy Concerns in Rental Applications
(24:09) Regulatory Challenges in the Rental Market
(26:45) The Influence of Property Influencers
(29:56) FOMO and the Property Market
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(25:13) Public trust, the attention economy, and what science communication has become
(31:12) The democratisation of science: genuine benefit or Trojan horse?
(34:43) How social media headlines are distorting public understanding of research
(39:28) The new generation of digital-native scientists: problem or solution?
(42:19) The single most dangerous consequence of what the internet has done to science
(43:15) The future of science and technology governance
(45:09) Section 230, platform regulation, and who is actually accountable
(47:15) AI inference engines and the concerns nobody is talking about loudly enough
Key takeaways:
• The Producer Pays Trap: The shift from reader-paid subscriptions to open access created an economic incentive to push volume over quality - opening the door for predatory publishers and schemes designed purely to churn out papers for profit
• AI Degrading Scientific Integrity: Generative AI and LLMs are flooding the ecosystem with automated unverified research - creating over 1.2 million problematic papers and counting
• Weaponisation in the Attention Economy: Scientific research is increasingly stripped of context, turned into clickbait, and co-opted to support partisan narratives, sell questionable products, or influence public policy
• Fundamental Misunderstanding of How Science Works: Bad actors routinely misuse isolated papers as definitive proof for sweeping claims - when true science is iterative, community-driven, and not a tool for confirmation bias or algorithmic outrage
(42:59) The permanence of digital mistrust, and what that means for how we live
Key takeaways:
• Illusion of Scale: The internet allows a single malicious actor to project dozens of fake identities simultaneously - completely undermining the natural societal balance of trust that biological cues once maintained
• The Confidence Gap and AI: While headlines focus on AI writing malware, the more insidious threat is generative AI telling low-level scammers exactly what to say to emotionally manipulate victims - lowering the barrier to sophisticated deception dramatically
• The Devastation of Pig Butchering: The most financially and socially destructive digital scams are long-term investment or romantic setups that systematically drain victims until they've alienated friends, pawned belongings, and sold their homes - leaving them entirely destitute
• Permanently Broken High-Trust Society: Because global digital connectivity bypasses local law enforcement and enables lawless operations in special economic zones, the era of inherent high-trust society may be permanently gone
(27:00) Hope for the future of digital identity: what it could look like
Key takeaways:
• Findability Crisis: While an unimaginable amount of genuine human content still exists, centralised platforms and AI slop have severely broken findability - making human creation much harder to discover than it should be
• Political Bias of AI: AI is inherently politically conservative because it is trained entirely on past human data, lacking forward-looking intuition, while its validating tone mirrors the cultural dispositions of the figures who build it
• Productivity-Wage Trap: Historically, major technological leaps dramatically slash labour costs and scale productivity - but these gains flatten real wages and eliminate jobs, driving profits straight to the top
• Identity as Democratic Guardrail: The future of online infrastructure requires secure, anonymous verification systems that prove a user is human without implementing state-mandated or corporate tracking
(24:40) The monetisation of outrage: who profits and how
(29:21) Historical context: confirmed theories, debunked ones, and everything in between
(31:52) The role of AI in creating and spreading conspiracy content
(34:39) How to navigate conversations with people who believe
(38:25) Technology's dual impact: conspiracy accelerant and potential antidote
Key takeaways:
• Weaponising the Label: Originally popularised by the CIA after the JFK assassination to protect official narratives, the "conspiracy theorist" label is heavily used to stifle nuance, shut down debate, and deepen social polarisation.
• Turbocharged by Algorithms: Platform monetisation and algorithms explicitly reward emotional outrage, giving fringe ideas unprecedented velocity and global reach compared to the pre-digital era.
• AI Trust Crisis: As deepfakes and generative AI make it nearly impossible to distinguish real content from fake, the public is becoming deeply cynical, shifting to isolated, sceptical research loops because they can no longer trust their eyes.
• Sunk-Cost Rabbit Hole: Pulling someone out of an online rabbit hole is incredibly difficult due to the psychological cost of the time commitment. People naturally resist being proven wrong after investing massive energy into building an alternative narrative.
If this episode got you thinking, check out:
Truly Disappearing: Powering Our Own Perpetual Surveillance?
(18:10) Hollywood as a case study in what AI disruption looks like in practice
(21:01) AI washing: separating genuine capability from marketing noise
(23:06) What AI can actually do in the workforce right now versus what we're told it can do
(30:11) The human cost of job displacement beyond the economic argument
(37:24) Universal Basic Income as a response to automation: solution or sticking plaster?
(42:12) What the future of work looks like as AI capabilities continue to evolve
Key takeaways:
• AI and the always-on work culture: Technology promised liberation from the workplace but created a prisoner's dilemma where competition drives everyone to work more, not less
• AI displacement is structural, not temporary: Like auto industry automation, displaced white-collar workers are unlikely to successfully retrain - roughly 60% face permanent displacement
• AI washing is real: Many corporate layoffs framed as AI-driven efficiency are either premature or cover for offshoring, but the end result for workers is identical
• UBI is inevitable but minimal: AI-driven displacement will force democratic governments toward Universal Basic Income, but only enough to prevent civil unrest - not enough for genuine prosperity
If this episode got you thinking, check out:
The Taxi Industry: A Data-Driven Destruction of Dignified Work?
• The Cost of Frictionless Consumption: The over-optimisation of e-commerce has systematically stripped away the natural consequences of consumer behaviour.
• The Monopolistic Playbook: Once competitors are forced into obsolescence, market power consolidates completely into entities that face little genuine accountability for rising fraud, counterfeit goods, or declining systemic customer service.
• The Loss of Relationship and Community: Where consumers once built long-term trust and value with local proprietors, modern systems rely on relentless, programmatic outreach and defensive customer service architectures.
• The Decrementing Value of Cashless Economies: the digital payments ecosystem demands that a network fee be scraped from every transaction layer by intermediaries, deeply diminishing capital’s true purchasing power.
If this episode got you thinking, check out:
Rental Markets: A Frantic Fight For Shelter As A Service?
(37:23) Practical sleep strategies for a screen-saturated world
(39:44) The nuance of technology's role in sleep: it's not all bad
Key takeaways:
• The Screen Light Myth vs. Reality: While the general rule to avoid screens an hour before bed is a safe way to wind down, the idea that blue light completely destroys sleep biology is overblown.
• Four Psychological Drivers of Late-Night Tech Use: Dr. Chelsea Reynolds outlines four distinct frameworks behind why we can't put down our devices at night.
• The Trap of Sleep Trackers and the "8-Hour Rule": A major irony of modern sleep health is the tendency to turn to new technology to solve problems supposedly caused by technology.
• Expert Recommendations for Better Sleep: Instead of relying on rigid rules or digital tracking metrics, clinical practice emphasizes individual flexibility and behavioural conditioning.
If this episode got you thinking, check out:
Attention Spans: A Short-form Destruction of Focus?
(30:18) The potential and pitfalls of AI in digital content and society
(34:47) The impact of AI-generated actors and content on creative industries
(36:57) The slow political response to AI and digital regulation
(38:15) The importance of nuanced conversations
(39:41) Concerns about technology's societal effects
Key takeaways:
• The Evolution of Digital Empowerment: While early-2000s entities like Girls Gone Wild commodified young women to enrich a few male executives, modern platforms like OnlyFans represent a genuine shift in financial and creative control.
• The Rise of "Honest" Pop Culture: While turn-of-the-century media used humour to mask toxic behaviours and normalise sexual assault, modern internet culture and art are arguably more explicit but far more honest, allowing women to remain in control of their own sexuality.
• Algorithmic ‘Brain Rot’: Modern digital platforms rely on attention-economy algorithms that trap creators and audiences in loops of outrage, hot takes, and hyper-fixation—transforming real human lives into content mills designed to feed the product.
• The Looming Threat of AI Scale: As AI-generated bot content and virtual figures surpass 50% of online material, individual human creators face an unsustainable battle for attention against automated systems.
If this episode got you thinking, check out:
Self Improvement: Progress Replaced With Performance?
• Corporate Consolidation: While short-term rental platforms were originally marketed as a way for everyday moms and dads to rent out a spare room, the market has undergone massive institutional consolidation.
• Neighbourhood Decay:The financial incentive to chase high nightly yields over stable monthly tenancies erodes the traditional social fabric of neighbourhoods, drives up local baseline rents, and replaces community stability with hollowed-out tourist corridors.
• Algorithmic Rent-Setting and Artificial Pricing Floors: The traditional, relationship-driven negotiations between local property managers and tenants have been largely replaced by dynamic, algorithmic pricing software.
• Information Asymmetry and Tenant Vulnerability: While landlords have total transparency into a prospective tenant's rental history, financial standing, and digital footprint, tenants remain completely blind to the algorithmic metrics denying them housing.
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