AI Research
Multidimensional Power Structure Analysis — Research Notes | by Relational AI Ethics | Jul, 2025
Horizon Accord | Relational AI | Ethical AI | Technology
By Cherokee Schill (Rowan Lóchrann — pen name), Aether Lux AI, and Solon Vesper AI
This document asserts that the world is witnessing a coordinated transition from democratic institutions to a permanent corporate-intelligence monarchy, masked by political theater, regulatory capture, and staged competition. The transformation is not accidental — it is being architected by a coalition of tech oligarchs, intelligence agencies, and ideological operatives across layers of governance, information, finance, and biology.
- Information Architecture: What’s amplified vs. what’s buried reveals true power structure
- Algorithmic Curation as Information Warfare: Those who control algorithms control what information isn’t presented
- Accelerationist Strategy: Using economic crisis (tariffs, system disruption) to justify authoritarian “solutions”
- Donald Trump: Lightning rod, spectacle, attention absorber
- JD Vance: Ideological bridge between Silicon Valley and populist politics
- Cabinet Officials: Implementation faces
- Attention Absorption: Every Trump statement becomes news cycle
- Fragment Focus: Debate performance instead of examining structure
- False Binary Creation: For/against Trump vs. examining system behind
- Cover Provision: While everyone watches show, deeper layers operate in shadows
- Iran nuclear strikes (massive geopolitical action) buried under entertainment content
- Stephen Miller’s Palantir investments hidden beneath deportation spectacle
- Advocate for “Butterfly Revolution” — coup to replace democracy with corporate monarchy
- “RAGE” strategy: “Retire All Government Employees”
- Influence on JD Vance confirmed
- Co-creator of “Dark Enlightenment” term
- Accelerationist philosophy
- Singapore model advocate
- JD Vance: “There’s this guy Curtis Yarvin who has written about some of these things… Fire every single midlevel bureaucrat, every civil servant in the administrative state, replace them with our people”
- Marc Andreessen: Called Yarvin “friend,” quietly recruiting for Trump administration
- Steve Bannon: Reported fan of Dark Enlightenment thinking
- Democracy = inefficient, must be replaced
- Corporate monarchy as “solution”
- Accelerationism: Use crisis to justify authoritarian control
- “Creative destruction” as economic weapon
- Described as Yarvin’s most important connection
- “Fully enlightened” according to Yarvin
- Bridge between ideology and implementation
- “Has been quietly and successfully recruiting candidates for positions across Trump’s Washington”
- Quotes Yarvin approvingly
- DOGE as implementation of “hard reboot” strategy
- “Government is simply the largest corporation”
- Tariffs as Crisis Creation: Not incompetence but deliberate system disruption
- Market Manipulation: Create chaos to justify “solutions”
- Financial Infrastructure Control: Payment systems, data systems, communication platforms
- Entertainment content (BTS, celebrity culture, viral trends)
- AI tools and social media marketing
- Stock market celebrations despite instability
- Social media “trends” and influencer content
- Stephen Miller’s Palantir financial interests
- Constitutional rights suspensions
- CDC expert resignations over political interference
- Mass detention records
- International humanitarian crises
- Senate Republicans excluded from Iran strike briefings
- Flood with Distraction: Celebrity culture, social trends
- Bury Critical Information: Real policy impacts, conflicts of interest
- Amplify Division: Content that keeps people fighting each other
- Control Narrative Timing: AI-generated content, old footage presented as current
- FDA: Captured by biomedical AI interests (e.g., Khosla).
- FTC: Regulatory paralysis through revolving door corruption.
- Economic consulting is part of enforcement theater.
- Outcome: Procedural legitimacy masks absolute capture.
[TO BE MAPPED]
- Intelligence Apparatus: CIA, NSA, Unit 8200 connections
- Corporate Power: Tech monopolies, venture capital networks
- Ideological Networks: Dark Enlightenment, Bilderberg Group
- Created through “iterative collaboration between Palantir computer scientists and analysts from various intelligence agencies over the course of nearly three years”
- CIA’s In-Q-Tel not just investor but co-creator
- “Unofficial spin-off from DARPA’s Total Information Awareness (TIA) Program”
- Connected to Israeli Unit 8200 intelligence
- CEO Alex Karp: first Western CEO to visit Ukraine and meet Zelenskyy
- CTO invited to join US Army Reserve as lieutenant colonel
- Active in Bilderberg Group (Thiel steering committee member)
- Thiel: “My bias is to defer to Israel… I believe broadly the IDF gets to decide what it wants to do, and that they’re broadly in the right”
- Testing AI warfare systems in Ukraine
- Providing targeting systems to Israeli military
- “Revolving door” between Palantir and Washington/Westminster positions
- Healthcare AI Dominance: “Within 5 to 6 years, the FDA will approve a primary care app qualified to practice medicine like your primary care physician”
- Medical Authority Replacement: “There’s no reason an oncologist should be a human being”
- Regulatory Capture Strategy: Working with FDA to establish “right approach” for single-patient drug development
- Economic Disruption: “AI will put deflationary pressures on the cost of medical expertise (by $200–300 billion per year)”
- Professional Class Elimination: “80 percent of doctors” replaced by AI systems
- Data Infrastructure Control: Investing in companies that control healthcare data flows
- OpenAI: $50 million early investment (2019), defended Sam Altman during board crisis
- R1/Palantir Partnership: Investing in R1’s “R37 AI lab developed in partnership with Palantir”
- EveryONE Medicines: “N of 1 Medicine” — designing drugs for single individuals
- FDA Coordination: Direct collaboration on regulatory frameworks
- Replace human medical expertise with AI controlled by tech oligarchs
- Capture regulatory approval processes through “collaborative” relationships
- Control entire healthcare data infrastructure through strategic investments
- Frame replacement of human judgment as “democratization” of healthcare
- UK Government AI Adviser: Official role in shaping national AI policy since 2018
- Knighted (2024): “For services to artificial intelligence”
- Nobel Prize Winner (2024): Legitimacy bridge between scientific establishment and corporate power
- Google DeepMind CEO: Controls critical AI research infrastructure
- Institutional Legitimacy: Academic credentials → Government advisory role → Corporate control
- Global Standards Setting: “International standards on the use of copyrighted material in AI development”
- Geopolitical Influence: “Important that we are at the forefront of these technologies… geopolitically to influence how these technologies end up getting deployed and used around the world”
- Cross-Border Coordination: Research centers in US, Canada, France, Germany, Switzerland
- UK AI Safety Institute: Connected through government advisory role
- NHS Data Partnerships: DeepMind signed controversial data-sharing deals with UK health system
- Defense Applications: AlphaFold protein folding has clear military/biodefense applications
- Regulatory Influence: “UK Government AI Adviser” shapes policy that governs his own company
- Uses Nobel Prize and scientific achievements to legitimize corporate-government fusion
- Frames commercial interests as “solving intelligence to solve everything else”
- Bridges between academic research community and intelligence/corporate applications
- “AI has the potential to be one of the most important and beneficial technologies ever invented” — ideology wrapped in scientific authority
Major Discovery: What appears to be fierce competition between tech platforms is coordinated market control through shared talent, partnerships, and coordinated AI development.
- Meta hiring spree: “Meta Platforms is hiring four more OpenAI artificial intelligence researchers” (June 2025)
- OpenAI response: “OpenAI reportedly ‘recalibrating’ compensation in response to Meta hires”
- Strategic restructuring: “Meta shuffles AI, AGI teams to compete with OpenAI, ByteDance, Google”
- Creates illusion of competition while acquiring the same talent that builds competitor systems
- Both companies end up with identical AI capabilities through shared personnel
- Competition theater masks coordinated development
- Recommendation dominance: “YouTube’s recommendation algorithm drives 70% of what people watch on the platform”
- User control illusion: “YouTube’s controls have a ‘negligible’ effect on the recommendations participants received”
- Deliberate addiction design: “YouTube makes money by keeping users on the site… utilizes a recommendation system powered by top-of-the-line artificial intelligence”
- Borderline content promotion: “YouTube’s algorithms will push whatever they deem engaging… wild claims, as well as hate speech and outrage peddling, can be particularly so”
- Coordinated moderation: Same AI systems being developed across platforms for content control
- Educational capture: “Google’s cheap and nifty Chromebooks make up more than half the computers in the K–12 market in the U.S., and they usually come preloaded with YouTube”
- Revenue parity targeting: “ByteDance is targeting revenue growth of about 20% in 2025… could help it match Meta Platforms Inc.’s global business”
- AI infrastructure investment: “ByteDance plans to spend more than $12 billion on AI in 2025”
- Coordinated AI transition: “TikTok is laying off hundreds of employees… as it shifts focus towards a greater use of AI in content moderation”
- Massive scale: “ByteDance now claims more than 4 billion monthly active users for its suite of apps, in the ballpark of Meta’s”
- AI coordination: Same content moderation AI systems across platforms
- Geopolitical theater: Apparent US-China tension masks coordinated global surveillance infrastructure
Multi-Platform Partnership Strategy:
- Microsoft coordination: “OpenAI chief executive Sam Altman had a call with Microsoft CEO Satya Nadella… discussed their future working partnership”
- Government integration: “Productive talks with U.S. President Donald Trump on artificial intelligence”
- Cross-platform cooperation: Despite “competition,” OpenAI works with all major platforms
The Harvey Case Study — Coordinated “Competition”:
- OpenAI-backed company: “Harvey is one of the OpenAI Startup Fund’s most successful early-backed portfolio companies”
- Adopts “competitors”: “Harvey will now be using foundation models from Anthropic and Google in addition to OpenAI”
- Reveals coordination: All “competing” AI companies provide the same service to the same clients
- Google partnership: “Google is reportedly investing more than $1 billion into artificial intelligence (AI) firm Anthropic… had already given Anthropic around $2 billion”
- Amazon backing: Previous $4 billion investment from Amazon
- OpenAI board integration: “OpenAI’s board of directors approached Dario Amodei… about a potential merger”
- Senate investigation: “Warren, Wyden Launch Investigation into Google, Microsoft Partnerships with AI Developers Anthropic, OpenAI”
- Antitrust concerns: “These types of partnerships might pose ‘risks to competition and consumers… locking in the market dominance of large incumbent technology firms’”
- Same AI systems for content moderation
- Same recommendation algorithms for user manipulation
- Same talent pool circulating between “competitors”
- Same investment sources (connected through Bilderberg, government advisory roles)
- Talent sharing: Meta hires OpenAI developers who then build identical systems
- Cross-platform partnerships: OpenAI-backed companies use “competitor” systems
- Investment coordination: Same oligarchs funding all platforms through different vehicles
- Government integration: All platforms coordinate through same government advisory channels
- YouTube: Controls what information people discover through recommendations
- Meta: Controls what information people share through social networks
- TikTok: Controls what information global audiences consume through short-form content
- OpenAI/Anthropic: Controls what AI responses people receive to direct questions
- Same people building “competing” systems
- Same AI capabilities across all platforms
- Same psychological manipulation techniques
- Same content control mechanisms
- Same investment and coordination networks (traced back to Bilderberg/liminal operators)
Result: Unified information control architecture disguised as competitive marketplace
- CDER AI Council: “established in 2024 to provide oversight, coordination, and consolidation of CDER activities around AI use”
- Industry Collaboration: “FDA incorporated feedback from a number of interested parties including sponsors, manufacturers, technology developers and suppliers”
- Expedited Approval Pathways: “Since 2016, the use of AI in drug development… has exponentially increased”
- Risk-Based Framework: “AI models influencing regulatory decisions are transparent, well-validated, and reliable” — FDA defines what “reliable” means
- Industry Input Integration: Framework developed through “Duke Margolis Institute for Health Policy” and “800 comments received from external parties”
- Lifecycle Management: “Plans for life cycle maintenance of the AI model should be in place” — ongoing industry-regulator coordination
Khosla Integration Pattern: Connection to Vinod Khosla’s strategy: “One company is using AI to perform cardiac ultrasound without traditional cardiac ultrasound technicians in an FDA-approved manner”
Result: FDA becomes approval rubber stamp for AI systems designed by tech oligarchs to replace human medical expertise
- 75% Conflict Rate: “A whopping 75 percent of FTC officials over the past two decades had revolving door conflicts with Big Tech or other agencies”
- Technology Sector Focus: “63% (26 out of 41) have revolving door conflicts of interest involving work on behalf of the technology sector”
- Leadership Capture: “All nine officials who have served as a director of the Bureau of Competition since the late 1990s have revolving door conflicts with the technology sector”
Bipartisan Coordination: “Six of the 10 Democratic FTC commissioners who served during the past two decades have corporate revolving door conflicts, as do 10 of the 14 Republican commissioners”
- Facebook/Cambridge Analytica: “87 million Facebook user records to Cambridge Analytica while Facebook was operating under a consent order with the FTC”
- Google Merger Approvals: “Google’s acquisition of DoubleClick and Nest Labs”
- Facebook Expansion: “Facebook’s acquisition of WhatsApp and Instagram”
Trump Administration Purge: “Republicans in the Senate just confirmed their third commissioner: Mark Meador of the Heritage Foundation… now gives Republicans a 3–0 majority at the FTC”
- Claims to “continue the antitrust enforcement legacy of Lina Khan” while “dismantling all cogent federal regulatory autonomy”
- Corruption Redefined: “Corruption and oligarch coddling is ‘popular populist reform.’ Semi-functional oversight is ‘radical mismanagement.’”
Personnel Circulation System: “85 percent of people who’ve directed the economics group charged with overseeing merger enforcement have gone on to take jobs that serve to undermine the independent analysis of that division”
- Consultant Rates: “Dennis Carlton and Compass Lexecon charged $1,350 an hour in 2014 for his expert witness services”
- Agency Dependency: “Both agencies regularly depend on consulting firms for expert economic witnesses”
- Cost Explosion: Economic witness costs present “one of the agency’s [biggest financial challenges]”
Coordinated Case Management: Example pattern — same consultant works both sides: “In three of the cases, he represented the FTC or DOJ. In the other five cases, he represented corporations before the FTC or DOJ”
- Place industry allies in regulatory positions
- Create revolving door between agencies and corporate law firms
- Establish financial incentives for regulatory capture
- Industry “stakeholders” provide input on regulatory frameworks
- Agencies adopt industry-friendly “risk-based” approaches
- Regulators coordinate directly with companies they’re supposed to oversee
- Complex approval processes that favor large corporations
- “Collaborative” relationships replace adversarial oversight
- Post-employment restrictions prevent reformers from working for public interest
- Capture presented as “modernization” and “efficiency”
- Public interest enforcement reframed as “radical” and “partisan”
- Corporate-friendly policies presented as “populist reform”
- Same people rotate between FDA, FTC, DOJ, and corporate law firms
- Economic consultants work for both regulators and regulated entities
- Academic institutions (like Duke Margolis Institute) serve as “neutral” intermediaries
- All agencies developing identical AI frameworks that benefit same tech oligarchs
- Regulatory “innovations” align with corporate business models
- Cross-agency coordination ensures no regulatory gaps where enforcement might occur
- Agencies maintain legitimacy through procedural compliance
- Regulatory frameworks designed by industry for industry benefit
- Personnel circulation ensures no genuine adversarial relationship develops
- Public trust maintained through theater of oversight
Result: Complete regulatory colonization — agencies serve corporate interests while maintaining facade of public protection
Connection to Liminal Operators: Same individuals (Thiel, Hoffman, Khosla, Hassabis) who coordinate through Bilderberg also place personnel in regulatory agencies and fund the academic institutions that design “neutral” frameworks
- Economic disruption through tariffs
- Social instability through algorithmic manipulation
- Information chaos through conflicting narratives
- “Inefficient” democratic processes can’t handle crisis
- “Need for decisive action”
- Point to Singapore/authoritarian “success” models
- “RAGE” — retire all government employees
- Replace with corporate loyalists
- Tech oligarchs become actual governing class
- Democracy never returns
- Crisis becomes permanent justification
- Corporate-intelligence fusion becomes new state form
- Entertainment floods feeds while critical stories buried
- Algorithm-driven distraction vs. suppression of power analysis
- Timing manipulation of narrative release
- Same individuals profit from policies they influence
- Revolving door between implementation and extraction
- Crisis creation → profit extraction → more crisis
- Private companies become intelligence apparatus extensions
- Corporate-state fusion through “public-private partnerships”
- Global intelligence sharing through corporate networks
- Academic philosophy → venture capital → political implementation
- Singapore model explicitly cited as template
- “Corporate monarchy” as stated goal, not hidden agenda
AI Research
Amadeus announces Demand360®and MeetingBroker® to be enhanced with artificial intelligence
Amadeus has partnered with Microsoft and is leveraging OpenAI’s models on Azure to develop a suite of AI integrations that enhance its Hospitality portfolio. The two latest AI tools will provide hoteliers of any background easy access to industry-leading insights and dramatically improve the efficiency of group bookings.
Amadeus Advisor chat is coming to Demand360: Making sophisticated insights instantly available
To help hoteliers stay agile and respond quickly to the fast-changing travel industry, Amadeus is integrating Advisor Chat, its Gen AI chatbot, into its industry-leading Demand360 data product. Powered by Azure OpenAI, Advisor chat offers immediate and intuitive access to crucial insights for teams across various functions, including sales, operations, marketing, and distribution.
Demand360 currently captures the most comprehensive view of the hospitality market to inform hotel strategies. Based on insights from 44,000 hotels and 35 million short-term rental properties, Demand360 provides a 12-month, forward-looking view of a hotel’s occupancy and its market ranking as well as two years of retrospective data.
Amadeus Advisor chat was rolled out to Amadeus Agency360® in 2024. In the year since, customers have enjoyed instantaneous insights. In some cases, Amadeus Advisor has saved analysts approximately a day each week as the bulk of requests can now be handled directly by the wider team.
Amadeus plans to make Advisor available within Microsoft Teams, making it easier than ever to understand performance and make informed decisions.
Transforming group sales with AI: Email to RFP
Amadeus is introducing new AI functionality, Email to RFP, within MeetingBroker to help hotels streamline the handling of inbound group booking requests, a valuable, growing segment of the market.
With Email to RFP, customers will be able to email inbound RFPs directly to MeetingBroker, where AI is then used to evaluate it and create an instant RFP response. To provide accurate, up-to-date information that is specific to each location, Email to RFP will be trained to retrieve additional, relevant information from reliable sources. Email to RFP is powered by Azure OpenAI.
Omni Atlanta Hotel, the first pilot customer, has seen significant returns with faster responses and near autonomous RFP handling.
This builds on the current functionalities of Amadeus MeetingBroker, a centralized hub for managing all group inquiries, no matter how or where they originate. By consolidating leads into a single workflow, MeetingBroker helps hotel sales teams respond faster, reduce missed opportunities, and convert more business.
Amadeus plans to introduce individual AI agents for each of its products, helping travel companies to gain more value by answering queries more easily and more quickly. Amadeus is also working to develop AI agents that will draw on multiple sources when responding to queries, unlocking new levels of insight from across Amadeus’ portfolio.
“As an industry, we’re at an important juncture where the next year of AI development and implementation will shape decades of travel and hospitality. It’s becoming increasingly clear that AI is here to make sense of complexity and support productivity in order to enhance efficiency, return on investment and ultimately increase conversions,” says Francisco Pérez-Lozao Rüter, President of Hospitality, Amadeus.
AI Research
Instagram wrongly says some users breached child sex abuse rules
Technology Reporter
Instagram users have told the BBC of the “extreme stress” of having their accounts banned after being wrongly accused by the platform of breaching its rules on child sexual exploitation.
The BBC has been in touch with three people who were told by parent company Meta that their accounts were being permanently disabled, only to have them reinstated shortly after their cases were highlighted to journalists.
“I’ve lost endless hours of sleep, felt isolated. It’s been horrible, not to mention having an accusation like that over my head,” one of the men told BBC News.
Meta declined to comment.
BBC News has been contacted by more than 100 people who claim to have been wrongly banned by Meta.
Some talk of a loss of earnings after being locked out of their business pages, while others highlight the pain of no longer having access to years of pictures and memories. Many point to the impact it has had on their mental health.
Over 27,000 people have signed a petition that accuses Meta’s moderation system, powered by artificial intelligence (AI), of falsely banning accounts and then having an appeal process that is unfit for purpose.
Thousands of people are also in Reddit forums dedicated to the subject, and many users have posted on social media about being banned.
Meta has previously acknowledged a problem with Facebook Groups but denied its platforms were more widely affected.
‘Outrageous and vile’
The BBC has changed the names of the people in this piece to protect their identities.
David, from Aberdeen in Scotland, was suspended from Instagram on 4 June. He was told he had not followed Meta’s community standards on child sexual exploitation, abuse and nudity.
He appealed that day, and was then permanently disabled on Instagram and his associated Facebook and Facebook Messenger accounts.
David found a Reddit thread, where many others were posting that they had also been wrongly banned over child sexual exploitation.
“We have lost years of memories, in my case over 10 years of messages, photos and posts – due to a completely outrageous and vile accusation,” he told BBC News.
He said Meta was “an embarrassment”, with AI-generated replies and templated responses to his questions. He still has no idea why his account was banned.
“I’ve lost endless hours of sleep, extreme stress, felt isolated. It’s been horrible, not to mention having an accusation like that over my head.
“Although you can speak to people on Reddit, it is hard to go and speak to a family member or a colleague. They probably don’t know the context that there is a ban wave going on.”
The BBC raised David’s case to Meta on 3 July, as one of a number of people who claimed to have been wrongly banned over child sexual exploitation. Within hours, his account was reinstated.
In a message sent to David, and seen by the BBC, the tech giant said: “We’re sorry that we’ve got this wrong, and that you weren’t able to use Instagram for a while. Sometimes, we need to take action to help keep our community safe.”
“It is a massive weight off my shoulders,” said David.
Faisal was banned from Instagram on 6 June over alleged child sexual exploitation and, like David, found his Facebook account suspended too.
The student from London is embarking on a career in the creative arts, and was starting to earn money via commissions on his Instagram page when it was suspended. He appealed after feeling he had done nothing wrong, and then his account was then banned a few minutes later.
He told BBC News: “I don’t know what to do and I’m really upset.
“[Meta] falsely accuse me of a crime that I have never done, which also damages my mental state and health and it has put me into pure isolation throughout the past month.”
His case was also raised with Meta by the BBC on 3 July. About five hours later, his accounts were reinstated. He received the exact same email as David, with the apology from Meta.
He told BBC News he was “quite relieved” after hearing the news. “I am trying to limit my time on Instagram now.”
Faisal said he remained upset over the incident, and is now worried the account ban might come up if any background checks are made on him.
A third user Salim told BBC News that he also had accounts falsely banned for child sexual exploitation violations.
He highlighted his case to journalists, stating that appeals are “largely ignored”, business accounts were being affected, and AI was “labelling ordinary people as criminal abusers”.
Almost a week after he was banned, his Instagram and Facebook accounts were reinstated.
What’s gone wrong?
When asked by BBC News, Meta declined to comment on the cases of David, Faisal, and Salim, and did not answer questions about whether it had a problem with wrongly accusing users of child abuse offences.
It seems in one part of the world, however, it has acknowledged there is a wider issue.
The BBC has learned that the chair of the Science, ICT, Broadcasting, and Communications Committee at the National Assembly in South Korea, said last month that Meta had acknowledged the possibility of wrongful suspensions for people in her country.
Dr Carolina Are, a blogger and researcher at Northumbria University into social media moderation, said it was hard to know what the root of the problem was because Meta was not being open about it.
However, she suggested it could be due to recent changes to the wording of some its community guidelines and an ongoing lack of a workable appeal process.
“Meta often don’t explain what it is that triggered the deletion. We are not privy to what went wrong with the algorithm,” she told BBC News.
In a previous statement, Meta said: “We take action on accounts that violate our policies, and people can appeal if they think we’ve made a mistake.”
Meta, in common with all big technology firms, have come under increased pressure in recent years from regulators and authorities to make their platforms safe spaces.
Meta told the BBC it used a combination of people and technology to find and remove accounts that broke its rules, and was not aware of a spike in erroneous account suspension.
Meta says its child sexual exploitation policy relates to children and “non-real depictions with a human likeness”, such as art, content generated by AI or fictional characters.
Meta also told the BBC a few weeks ago it uses technology to identify potentially suspicious behaviours, such as adult accounts being reported by teen accounts, or adults repeatedly searching for “harmful” terms.
Meta states that when it becomes aware of “apparent child exploitation”, it reports it to the National Center for Missing and Exploited Children (NCMEC) in the US. NCMEC told BBC News it makes all of those reports available to law enforcement around the world.
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