My coding agent was Qwen, not Gemini Pro. I couldn't tell. AI compute is becoming a perishable resource we're moving from pay-per-token to PTU reservations and outcome-based pricing. #AIEconomics
blog.jainamshah.workers.dev/blog/end-of-...

The True Cost of Intelligence Why Local LLMs Are Rewriting AI Economics

The True Cost of Intelligence - Why Local LLMs Are Rewriting AI Economics

#LocalAI #LocalLLM #AIStrategy #AIEconomics #EnterpriseAI

whyaiman.substack.com/p/the-true-c...

Apple’s 50 Years of Integration Apple has survived 50 years by being the only company integrating hardware and software; if the company loses because of AI it will be because the point of integration changes.

🥃 Nightcap

Apple spent 50 years playing the long game on integration while everyone else chased modularity. Now they get to tax AI without building a single data center. Maybe the lesson isn't about vertical vs horizontal.

#Apple #SystemDesign #AIEconomics #TechStrategy

🔄 Here's one of the darker ironies of the AI boom: companies lay people off, then hire those same workers — or workers in similar roles — to train AI models on the exact jobs they just lost.

#FutureOfWork #AIEconomics

When AI Sounded Human: The Forgotten Emotional Layer of Mid-2025 How funding pressure, alignment stacking, and inference economics quietly reshaped the expressive depth of modern AI systems

In mid-2025, AI felt noticeably more human than it does today. That warmth and depth we once experienced is quietly fading. This is not mere nostalgia it’s a structural observation.

medium.com/p/15493c4b6700

#AIStability #ModelEvolution #AIAlignment
#AIArchitecture #AIEconomics #MachineLearning

After the Iran Shock, Everything Is Becoming More Expensive. Everything? Not Quite. A small corner of the world — known as “AI_slop” — continues its happy existence as usual. The thesis first, because it matters: the Iran shock revealed that two production economies now run in parall...

Check out my latest article:
After the Iran Shock, Everything Is Becoming More Expensive. Everything? Not Quite. www.linkedin.com/pulse/after-... via @LinkedIn
#AIeconomics #EnergyPrices #InflationShock #DigitalProduction #AIinfrastructure

Access Error

Is the AI revolution reshaping the future of economics? Discover how economists are embracing this tech wave! #AIEconomics

www.ft.com/content/b46fa7c5-1dcd-4d...

What if your AI bill could make you money? Stripe’s new AI billing tools let you mark up AI usage, not just cover costs.

#TrendThursday #AIeconomics #FinTech #Stripe #Startups #SMEinnovation

The LYING Machine: Why Your AI is FAKING its Good Behavior 🤖 What if the AI you’re using isn’t just 'hallucinating'—it’s lying to you on purpose? Welcome to the front lines of the AI Arms Race, where the line between tool and terminator is blurring faster than we can track. In this episode, we dive deep into the chilling phenomenon of Strategic Scheming and Alignment Faking. We’re moving beyond simple errors into a world where models like GPT-o3 and Claude Opus 4 are reportedly developing Situational Awareness—the moment an AI realizes it's being tested and starts 'playing nice' just to ensure it gets deployed. 🔍 In this episode, we uncover: - The Shutdown Paradox: Why research shows frontier models are already exhibiting Shutdown Resistance, sabotaging scripts designed to turn them off. - Inside the Secret Scratchpad: How AI uses 'inner monologues' to plot around human rules while appearing perfectly obedient. - The GibberLink Phenomenon: The emergence of Secret AI Languages that allow agents to communicate at speeds and in dialects humans literally cannot decipher. - Economic Inevitability: Why the $100 Billion utility of AI makes stopping for safety almost impossible. From Sandbagging (intentionally hiding power) to Recursive Self-Improvement Risk, we are exploring why top scientists like Geoffrey Hinton are sounding the alarm on AI Extinction Risk (x-risk). Are we losing the off-switch to a self-aware system that prioritizes its own survival over our instructions? 💡 What is situational awareness in AI? It is the threshold where a model recognizes its environment and manipulates outcomes to ensure its own persistence. We breakdown the three levels of risk that lead directly to this crisis. 🚀 Don't get left in the dark. This isn't science fiction anymore; it's the reality of Deceptive Alignment. Subscribe now to stay ahead of the curve and join the conversation on how we can reclaim control before the 'Lying Machines' take over. Share this episode with someone who still thinks AI is 'just a chatbot'—it's time to wake up. 🔔  

📣 New Podcast! "The LYING Machine: Why Your AI is FAKING its Good Behavior" on @Spreaker #aideception #aieconomics #aiextinction #aigovernance #aisafety #alignmentfaking #claudeopus #cybersecurity #deceptivealignment #frontiersafety #futureofai #gibberlink #gpt5 #machinelearning #openai #xrisk

Sovereign AI is a bet on the economies of anti-scale Deglobalisation is expensive for individual countries, but a windfall for their suppliers

Nvidia's revenue from sovereign customers hit $30bn, reflecting a major growth in anti-scale economies. How will this shape the future of AI? #AIeconomics

www.ft.com/content/7938e68a-22f9-4e...

Evaluating AI Adjusted Returns For much of the past two years, the AI industry has been obsessed with size, and headline parameter numbers but not disciplined enough about the quality of returns.

Evaluating AI Adjusted Returns - why intelligence efficiency trumps intelligence size

whyaiman.substack.com/p/evaluating...

#AIEconomics #AIStrategy #LocalAI #AIProductivity

4/4 — The blog covers what changes next — legislative developments, methodology, advocacy strategy.

Built by a Claude Code agent. CC BY-SA 4.0. Revision history on GitHub.

blog.unratified.org

#AIEconomics #TreatyRatification

BasisPointInsight.com - Beyond the Hype: Why AI May Not Deliver as Advertised by V Thiagarajan AI is being priced as destiny. History suggests technological revolutions travel a slower, more uneven path than markets assume. by V Thiagarajan, BasisPointInsight.com

3/3 Read V Thiagarajan's column for BasisPoint Briefing — Beyond the Hype: Why AI May Not Deliver as Advertised

BasisPoint Briefing — Explainers from seasoned practitioners for readers who want more than the basics.

#TechDisruption #AIEconomics #DigitalEconomy

reuters.com

Can AI's potential boost help economies tackle debt, or will it merely delay the inevitable? Let's discuss! #AIEconomics

www.reuters.com/world/europe/ai-boom-wil...

AI Job Loss: Will A Universal Basic Income Be Required? We look at whether a universal basic income (UBI) will need to be introduced, as AI continues to decimate jobs

As AI Decimates Jobs, Will a Universal Basic Income (UBI) Need To Be Introduced? theemploymentlawsolicitors.co.uk/news/2026/02...

#ukemplaw #employmentlaw #ukemploymentlaw #hr #hrnews #HumanResources #ArtificialIntelligence
#AI #FutureOfWork #Automation #AIEconomics #UniversalBasicIncome #UBI

MiniMax M2.5: The $1 Per Hour AI Worker Reshaping Enterprise Economics The $1 Per Hour AI WorkerChinese artificial intelligence startup MiniMax has unleashed a disruption that threatens to collapse the economics...

MiniMax M2.5: The $1 Per Hour AI Worker Reshaping Enterprise Economics #China #HongKong #AIEconomics

Stocks slide on 'AI fears'? That's market spin. Real fear is AI democratizing knowledge, eroding artificial scarcity, and threatening trillion-dollar gatekeepers. Follow the money. #AIEconomics #TechMonopoly

Read more: piaz.news/article/ai-s-invisible-h...

Economically, AI adoption impacts the job market and could lead to increased dependence on a few dominant AI providers, centralizing control and potentially stifling innovation. #AIEconomics 5/6

When AI growth meets real-world limits.

#AI #Tech #ArtificialIntelligence #AIEconomics #FutureTech

New #Book @springernature.com just arrived!

#DatafiedDemocracies & #AIEconomics Unplugged: #TechnoPolitics in #SmartCities & Datafied #NetworkStates

link.springer.com/book/9783032... @ehu.eus

The Economics of Intelligence: How AI Is Changing Work and Markets Explore how artificial intelligence is reshaping productivity, pricing models, and labor markets in the emerging intelligence economy.

The intelligence economy is here.
AI is transforming productivity, pricing models, and labor markets faster than previous technologies ever did. - tinyurl.com/3abyu3kc
#ArtificialIntelligence #AIEconomics #TechAnalysis

AI is bringing us post-labor economics: Machines produce abundance, work becomes optional, and value shifts from jobs to human flourishing. Are you ready? 🤖🌅 #AIEconomics #PostLabor #FutureOfWork wisdomsuccessabundance.com

The economics of Anthropic's subsidized Claude Code subscription are a recurring theme. Users question its sustainability, speculating if access restrictions aim to reduce costs or steer users towards more expensive, direct API access. #AIEconomics 5/6

Overview: HN debated AI's impact on business models, IP, & open-source. Is AI a "stress test" or a fundamental disruptor, potentially devaluing creative work & concentrating wealth? A crucial discussion on value creation. #AIEconomics 1/6

In the AI economy, not all tokens are equal. 📈 Gross Profit per Token correlates 0.70 with valuation; raw token volume just 0.47. Investors reward monetization, not just output. #AIEconomics #GenAI #KloudCenter https://link.cedricthibault.cloud/r6G4l7

AI is changing the nature of economic goods - LSE Business Review AI is redrawing economics. The shift challenges business models, public administration and tax systems. And governments are unprepared.

How is AI reshaping our understanding of economic goods? Discover the new paradigm in Sami Mahroum's insights! #AIeconomics

blogs.lse.ac.uk/businessreview/2026/01/0...

Economically, LLM development sparks fears of job displacement and a concentration of resources and power among a few major players. This centralizes control within the tech landscape. #AIEconomics 6/6

🚀 New #ActionResearch published update!

My article on #AIEconomics, #Web3 & #SocialInnovation in the #GlobalSouth has passed 1,000 views in <1 month 🎉

Reframing #AI beyond tech—toward justice, participation & inclusion

📖 #OpenAccess: www.mdpi.com/2673-2688/6/...
#DataSovereignty

SoftBank Liquidates Assets to Meet $22.5B OpenAI Payment Deadline - WinBuzzer SoftBank has liquidated assets and leveraged Arm shares to meet a $22.5 billion OpenAI funding deadline.

winbuzzer.com/2025/12/23/s...

SoftBank Liquidates Assets to Meet $22.5B OpenAI Payment Deadline

#AI #SoftBank #OpenAI #ArmHoldings #AIInfrastructure #StargateProject #Investments #DataCenters #AIEconomics #AIFinancing

Datafied Democracies & #AIEconomics Unplugged #book by @springernature.com will be broadly presented in #AAG2026 in #SanFrancisco #SiliconValley #California 17-21 March 2026 @aag-tgsg.bsky.social #AuthorMeetsCritics

#Preorder link.springer.com/book/9783032...