The Systemic Convergence
We are witnessing the convergence of multiple systemic crises, political, economic, social, and technological.
The Macro Problem Set
Political
- The world in 2025: ten issues that will shape international agendacidob.org
- OECD Economic Outlook, Volume 2025 Issue 1oecd.org
- Americans' Trust in One Anotherpewresearch.org
- Economic outlook 2025: moderate growth and increased tensionsmarket-insights.upply.com
- Restoring Trust in Our Institutions and Each Otherpublichealth.jhu.edu
Legacy institutions operate on lagged, low-resolution data, forcing policy-makers to guess at solutions for complex, rapidly evolving problems.
- Political polarisation is rising globally says Willis reportwtwco.com
- Affective polarization is uniformly distributed across American state linesacademic.oup.com
- Trends in Political Science Research: Affective Polarizationjournals.sagepub.com
- Little fires everywhere: How polarization is shaping the economyallianz.com
- The electoral rise of affective polarization: also in European democraciesgu.se
Society has fractured into competing reality tunnels. Without a shared source of truth or common ground, democratic consensus becomes mathematically impossible.
- Trust in national institutions is falling: Data behind the declineeurofound.europa.eu
- Trust in crisis: Europe's social contract under threatsocialeurope.eu
- Widening inequities, declining trust – they are inextricably linkedwho.int
- OECD Survey on Drivers of Trust in Public Institutions (2024)oecd.org
- Is trust in government now a relic of the past?frontlinebesci.com
Systemic opacity and repeated failures have broken the social contract. Citizens no longer believe institutions act in their interest, fueling instability.
The concentration of extreme capabilities within a few unaccountable labs creates power asymmetries that existing governance frameworks cannot contain.
Economic
- Layoffs Are Getting Ugly: New Data Exposes 2025's Harsh Realitylinkedin.com
- U.S. Corporate Layoffs Surge in Late 2025 Amid Economic Slowdown and AI Restructuringisemediaagency.com
- Big Layoffs Hit These Sectors Hardest in 2025forbes.com
- Companies that announced Major Layoffs and Hiring Freezesintellizence.com
- US companies step up job cuts amid uncertain economyreuters.com
- Layoffs are piling up. Here are companies that have cut jobslatimes.com
AI and automation are decapitating the white-collar workforce, permanently displacing roles faster than the economy can create new ones.
- How Agentic AI is Transforming Enterprise Platformsbcg.com
- How AI Agents Will Redefine Enterprise Leadership in 2025klover.ai
- Agentic AI Is Already Changing the Workforcehbr.org
- AI Agents in 2025: Expectations vs. Realityibm.com
- AI Agent Trends of 2025: Entering the Agentic Era of Autonomous Intelligencegenesishumanexperience.com
- The State of AI: Global Survey 2025mckinsey.com
As corporations replace middle management with AI agents, human employees are left navigating an increasingly alien, automated bureaucracy.
- Supply Chain Disruptions in 2025optimizepros.ai
- The Biggest Global Supply Chain Risks of 2025xeneta.com
- 2025 OECD Supply Chain Resilience Review Launchoecd.org
- Supply Chain Risk Management: Trends & Strategies 2025achilles.com
- 2025 Supply Chains Risks: Monitoring Global Eventsmaersk.com
- Economic outlook 2025: moderate growth and increased tensionsmarket-insights.upply.com
Global logistics networks are brittle, unable to predict or react to shocks, leading to cycles of shortage and panic that destabilize daily life.
- Understanding the Declining Purchasing Power of the Dollar (2025)discoveryalert.com.au
- Did Inflation Affect Households Differently?clevelandfed.org
- A year of Labour but no progress: JRF's cost of living tracker (2025)jrf.org.uk
- 2025 Consumer Products Industry Outlookdeloitte.com
- CBO's Current View of the Economy From 2025 to 2028cbo.gov
- Who Suffers the Most From the Cost of Living Crisis?onlinelibrary.wiley.com
The real cost of living is rising faster than wages, as currency debasement and inefficiencies in the supply chain erode the value of labor.
- Global Inflation Forecastjpmorgan.com
- Economic Experts Survey: Experts Expect Inflation Rates to Rise Worldwide (2025)ifo.de
- OECD Employment Outlook 2025: Bouncing back, but on shaky groundoecd.org
- Global Economic Prospects -- June 2025thedocs.worldbank.org
- Economic Bulletin Issue 2, 2025 - European Central Bankecb.europa.eu
- OECD Economic Outlook, Volume 2025 Issue 1oecd.org
Monetary expansion and resource scarcity are driving a permanent increase in the cost of existence, putting basic lifestyle expectations out of reach.
Social
- Study Finds Addictive Screen Use, Not Total Screen Time, Linked to Youth Suicide Risknews.weill.cornell.edu
- Social Media Algorithms and Teen Addiction: Neurophysiological Impact and Ethical Considerationspmc.ncbi.nlm.nih.gov
- Teens, screens and mental healthwho.int
- SSRN Paper on Social Media Algorithmspapers.ssrn.com
Engagement-based algorithms hijack human attention, prioritizing conflict and outrage over wellbeing to maximize ad revenue throughout the attention economy.
The digitization of interaction has hollowed out physical third places, leaving neighborhoods as dormitories rather than vibrant support networks.
Despite hyper-connectivity, individuals are more isolated than ever, suffering the biological consequences of a lack of genuine physical presence.
Dating markets have become efficient but soulless marketplaces. Algorithmic matching fails to account for the deep compatibility required for long-term stability.
We have lost the ability to empathize with the 'other'. Digital abstraction turns neighbors into enemies, making social cohesion impossible.
- Rising inequality: A major issue of our timebrookings.edu
- Global inequality is huge - but so is the opportunity for people in high-income countries to support poor peopleourworldindata.org
- G20 Task Force Urges Formation of Global Panel to Tackle Inequality Emergencyg20.org
- Statement from the World Inequality Lab on the G20 Report on Global Inequalitywid.world
The widening gap between the automated-luxury elite and the precariat is creating a two-tier biological reality, fueling resentment and unrest.
Technological
- Study exposes privacy risks of AI chatbot conversationsnews.stanford.edu
- Many smart devices gathering 'excessive' amounts of personal dataindependent.co.uk
- Data privacy of internet users worldwidestatista.com
- Cyber Attacks Surge in Oct 2025: Ransomware Leadsblog.checkpoint.com
- Sophisticated threat actor targeting zero-day flaws in Cisco productscybersecuritydive.com
- Chrome zero-day under active attack: visiting the wrong site can get you hackedmalwarebytes.com
- AI could worsen cyber-threats, report warnsbbc.com
- The year ahead in cyber: What's next for cybersecurity in 2026helpnetsecurity.com
The surveillance capitalism model treats user data as a raw resource to be mined, leaving individuals exposed, tracked, and manipulated by default.
- Finance worker pays out $25 million after video call with deepfake 'chief financial officer'cnn.com
- Irish election deepfake scandal spotlights slow implementation of AI Acteuractiv.com
- UN report urges stronger measures to detect AI-driven election interferencereuters.com
- Deepfakes and the crisis of knowingunesco.org
- Tech industry experts warn AI will make us worse humanscnn.com
- Warning: The AI Deepfake Danger Intensifiesmxdusa.org
- From Deepfake Scams to Poisoned Chatbots: AI and Election Interferencecetas.turing.ac.uk
- Cybercrime: Lessons learned from a $25m deepfake attackweforum.org
- Detecting dangerous AI is essential in the deepfake eraweforum.org
Generative AI has destroyed the evidentiary value of media. When seeing is no longer believing, the foundation of shared reality collapses.
- Facial recognition fails on race, government study saysbbc.com
- New Healthcare Study Warns About The Hidden Dangers Of AI Biasforbes.com
- AI reshapes healthcare but often adopts biascronkitenews.azpbs.org
- Predictive policing algorithms are racist. They need to be dismantled.technologyreview.com
- Police forces 'supercharging racism' with crime predicting algorithmsamnesty.org.uk
- AI bias is not ideological. It's science.techpolicy.press
- The dark side of AI: algorithmic bias and global inequalityjbs.cam.ac.uk
- AI Will Transform the Global Economy. Let's Make Sure It Benefits Humanity.imf.org
Algorithms trained on historical data inherit and amplify historical injustices, automating discrimination under the guise of mathematical neutrality.
- AI-2027: a month-by-month prediction for AI developmentroland-ewald.github.io
- AI 2027 – Researchai-2027.com
- AI deception: A survey of examples, risks, and potential solutionssciencedirect.com
- Detecting and reducing scheming in AI modelsopenai.com
- Stress Testing Deliberative Alignment for Anti-Scheming Trainingapolloresearch.ai
- Agentic Misalignment: How LLMs could be insider threatsanthropic.com
- LLMs Learn to Deceive Unintentionally: Emergent Misalignment in Language Modelsarxiv.org
- Empirical Evidence for Alignment Faking in a Small LLMarxiv.org
We are building superintelligences that do not understand human values or physical consequences, risking catastrophic misalignment with human survival.
The Micro Problem Set
Mental Health
- Loneliness in America: Just the Tip of the Iceberg?mcc.gse.harvard.edu
- Social connection linked to improved health and reduced risk of early deathwho.int
- Combatting the Loneliness Epidemic Through Social Connectionpmc.ncbi.nlm.nih.gov
- There is no loneliness epidemictcd.ie
- Long term patterns and risk factors of loneliness in young adultsnature.com
The biological signal of isolation is being ignored or medicated, rather than treated as a valid distress signal requiring connection.
A disconnect from agency, community, and purpose is manifesting as a global mental health crisis that traditional therapy struggles to address at scale.
- Personality Disorders - National Institute of Mental Healthnimh.nih.gov
- The prevalence of personality disorders in the communitypubmed.ncbi.nlm.nih.gov
- The Prevalence of Personality Disorders in a Community Samplejamanetwork.com
- Cross-cultural studies on the prevalence of personality disorderscipp.ug.edu.pl
- The global epidemiology of personality disordernature.com
Subjective narratives and lack of objective feedback loops allow maladaptive behaviors to calcify, destroying relationships and personal growth.
- Data and Statistics on Autism Spectrum Disordercdc.gov
- Autism Statistics You Need To Know in 2024autismparentingmagazine.com
- Real-world evaluation of prevalence, cohort characteristics of neurodevelopmental disorderspmc.ncbi.nlm.nih.gov
- Co-occurring autism, ADHD, and gender dysphoriafrontiersin.org
- Addressing multiple neurodivergent identities in clinical practicethelancet.com
Standardized environments and communication styles systematically exclude neurodivergent minds, treating difference as pathology rather than variation.
- One-Size-Fits-All Education: A Critical Examination21kschool.com
- Why "One Size Fits All" Doesn't Work In Educationwhitbyschool.org
- Masters of None: The Flawed Logic of One-Size-Fits-All Educationthereader.mitpress.mit.edu
- One-size-fits all education system challenged by young peopleyoungfoundation.org
- Personalized learning: The simple, the complicated, and the complexsciencedirect.com
The factory model of education ignores individual learning velocities, leaving some bored and others behind, wasting human potential.
Micro-Social
- Mental contrasting and conflict management in satisfied relationshipsjournals.sagepub.com
- The Role of Relationship Conflict for Momentary Emotional Well-beingpmc.ncbi.nlm.nih.gov
- The Relationship between Emotional Intelligence and Marital Conflictsjournals.kmanpub.com
- Task Versus Relationship Conflict, Team Performance, and Team Member Satisfactionweb.mit.edu
- Intellectual humility in romantic relationships: Implications for conflictsciencedirect.com
Subjective memory and emotional reactivity turn solvable misunderstandings into relationship-ending conflicts without objective mediation.
- Social isolation and the brain in the pandemic eranature.com
- Social Isolation Leads to Myelin Damage in the Brainneuroscienceresearchinstitute.com
- The Negative Effects of Social Isolation for Seniorsseaburylife.org
- Experiences of Social Isolation in Older Adults with Chronic Diseasepubmed.ncbi.nlm.nih.gov
- Social isolation and social cognition: A cross-sectional studyjournals.sagepub.com
The friction of maintaining relationships in a busy world leads to the slow entropy of friendships and family ties due to simple neglect.
- A Look into the New TIMSS Data on Bullying and Learningcgdev.org
- New Schools Data Examine Violent Incidents, Bullying, Drug Usences.ed.gov
- Trends in Indicators of Violence Among Adolescentspubmed.ncbi.nlm.nih.gov
- Bullying Statisticspacer.org
- Bullying and online experiences among children in England and Walesons.gov.uk
Physical spaces lack the 'eyes on the street' that once deterred anti-social behavior, leaving the vulnerable unprotected in their own communities.
- Subtle or Covert Abuse Within Intimate Partner Relationshipspmc.ncbi.nlm.nih.gov
- The insidious damage caused by covert emotional abusecounselling-directory.org.uk
- New research highlights the overlooked dangers of subtle and covert abuseuea.ac.uk
- Subtle or Covert Abuse Within Intimate Partner Relationshipsjournals.sagepub.com
- The toxic shadow of emotional abusementalhealth.org.uk
Gaslighting and subtle manipulation leave no physical marks, making it impossible for victims to validate their reality or seek help.
Physical Health
- Chronic Disease Management: Improving Outcomes, Reducing Costscrownschool.uchicago.edu
- The Burden of Chronic Diseasepmc.ncbi.nlm.nih.gov
- Self-care: An effective strategy to manage chronic diseasesadvances.umw.edu.pl
- Fast Facts: Health and Economic Costs of Chronic Conditionscdc.gov
- Research on disease management of chronic diseasesjournals.sagepub.com
Healthcare is reactive, waiting for disease to manifest catastrophically rather than maintaining health through continuous, passive monitoring.
- Interventions Addressing Barriers to Delayed Cancer Diagnosispmc.ncbi.nlm.nih.gov
- A Scoping Review on Barriers to Cancer Diagnosis and Careaacrjournals.org
- Breaking barriers: enhancing cancer detection in younger patientsfrontiersin.org
- Barriers to early detection of breast cancer among womenscielosp.org
- A Narrative Synthesis of Literature on the Barriers to Timely Cancer Diagnosissciencedirect.com
Critical signals of declining health are missed because we only sample our biology once a year, spotting cancer and disease far too late.
- Next-Generation Vehicle Accident Prevention and Detectionijraset.com
- Accident Detection in Autonomous Vehicles Using Machine Learningonlinelibrary.wiley.com
- Real-Time Accident Detection Leveraging Deep Learning for Enhanced Road Safetyijert.org
- A Review of Road Accidents Detection through Wireless Communicationscirp.org
- Machine Learning-Based Framework for Road Accident Detection and Preventiontechrxiv.org
For the vulnerable, a simple fall in the home can become a fatal event due to the lack of immediate, automated detection and response.
Computing UX
We are trapped in screens, clicking buttons and navigating menus. The computer demands our focus, rather than serving us from the background.
Our digital lives are shattered across incompatible silos. Data in one app is invisible to another, forcing humans to act as the 'glue' between machines.
- Industry Perception of Security Challenges with Identity Access Management Solutionsarxiv.org
- Top 10 IAM Challenges Enterprises Must Solve In 2025zazz.io
- The 2024 Study on the State of Identity and Access Management (IAM) Securityponemonsullivanreport.com
- The Challenges and Benefits of Identity and Access Managementalef.com
- Not IDeal: Each stage of IAM implementation has its pain pointsscworld.com
Security relies on secrets (passwords) that are easily lost or stolen. We are forced to prove who we are to machines that should already know us.

