The Jobs AI Will Learn Next The Jobs AI Will Learn Next
A new RL-based index reveals which occupations face automation pressure that existing AI exposure measures dangerously overlook. A new RL-based index reveals which occupations face automation pressure that existing AI exposure measures dangerously overlook.
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organizations · article Organisaties · article
Generative AI narrows workforce performance gaps but unexpectedly degrades quality among top-performing customer service agents. Generatieve AI verkleint prestatieverschillen op de werkvloer, maar verlaagt juist de kwaliteit bij de beste medewerkers.
11 June 2026 11 juni 2026
organizations · article Organisaties · article
New research shows AI assistance actively degrades the skill development workers need to supervise AI effectively. AI-assistentie ondermijnt actief de vaardigheidsontwikkeling die werknemers nodig hebben om AI effectief te bewaken.
11 June 2026 11 juni 2026
organizations · article Organisaties · article
Real-world AI agent deployments favor simplicity and human oversight over autonomous complexity, contradicting research assumptions. AI-agentimplementaties in de praktijk geven de voorkeur aan eenvoud en menselijk toezicht boven autonome complexiteit, in tegenstelling tot wat onderzoek veronderstelt.
11 June 2026 11 juni 2026
organizations · synthesis Organisaties · synthesis
AI helps the weak and hinders the strong — and in doing so, quietly dismantles the organizational pipeline through which expertise reproduces itself. AI helps the weak and hinders the strong — and in doing so, quietly dismantles the organizational pipeline through which expertise reproduces itself.
11 June 2026 11 juni 2026
organizations · article Organisaties · article
Prompt design determines whether multi-agent AI systems coordinate as genuine collectives or merely aggregate individual outputs. Promptontwerp bepaalt of multi-agent AI-systemen als collectief coordineren of slechts individuele uitkomsten samenvoegen.
11 June 2026 11 juni 2026
organizations · article Organisaties · article
New framework from Google DeepMind reveals why most AI agent deployments are dangerously brittle and incomplete. Een nieuw framework van Google DeepMind toont aan waarom de meeste AI-agentimplementaties gevaarlijk fragiel zijn.
11 June 2026 11 juni 2026
economy · article Economie · article
Agentic AI systems match or outperform human economists on rigorous causal inference tasks, signaling a research productivity revolution. Agentische AI-systemen presteren even goed als of beter dan menselijke economen bij rigoureuze causale inferentietaken, wat een revolutie in onderzoeksproductiviteit signaleert.
11 June 2026 11 juni 2026
economy · article Economie · article
LLMs flooded publishing with new titles, exposing a brutal quality paradox that executives must understand. LLMs overspoelden de uitgeversmarkt met nieuwe titels en legden een pijnlijke kwaliteitsparadox bloot.
11 June 2026 11 juni 2026
economy · article Economie · article
A breakthrough method lets AI developers attribute data contributions during training, reshaping copyright, compensation, and curation economics. Een doorbraakmethode stelt AI-ontwikkelaars in staat databijdragen tijdens training toe te schrijven, wat copyright, vergoeding en curatie-economie hertekent.
11 June 2026 11 juni 2026
economy · article Economie · article
Europe generates world-class research but systematically fails to convert intellectual capital into economic power. Europa produceert wereldklasse onderzoek maar slaagt er stelselmatig niet in wetenschappelijk kapitaal om te zetten in economische macht.
11 June 2026 11 juni 2026
economy · synthesis Economie · synthesis
Productivity gains are real but radically concentrated — and the distributional and structural asymmetries underneath the aggregate numbers may be the more consequential story. Productivity gains are real but radically concentrated — and the distributional and structural asymmetries underneath the aggregate numbers may be the more consequential story.
11 June 2026 11 juni 2026
economy · article Economie · article
New research dismantles ad-tech's economic arguments, showing privacy regulation may actually improve consumer welfare. Nieuw onderzoek ontmantelt de economische argumenten van de ad-tech-industrie en toont aan dat privacyregulering het consumentenwelzijn juist kan verbeteren.
11 June 2026 11 juni 2026
economy · article Economie · article
Better AI models drive more AI usage, not less, reshaping investment forecasts dramatically. Betere AI-modellen leiden tot meer gebruik, niet minder — en hertekenen investeringsprognoses fundamenteel.
11 June 2026 11 juni 2026
economy · article Economie · article
AI may render human cognitive labor obsolete, reshaping growth economics more profoundly than electricity ever did. AI kan menselijke cognitieve arbeid overbodig maken en de economische groeistatus grondiger hertekenen dan elektriciteit ooit deed.
11 June 2026 11 juni 2026
entrepreneurs · article Ondernemers · article
AI coding tools have lowered the barrier to building software, but the evidence shows AI-generated code carries 2.7x more security vulnerabilities than human-written code. LLMs maken programmeren breed toegankelijk, maar AI-gegenereerde code bevat 2,7 keer meer beveiligingslekken dan menselijk geschreven code.
11 June 2026 11 juni 2026
entrepreneurs · synthesis Ondernemers · synthesis
AI has genuinely lowered the bar for reaching a prototype — but not for building something defensible. The democratization is real. So is the fragility. AI has genuinely lowered the bar for reaching a prototype — but not for building something defensible. The democratization is real. So is the fragility.
11 June 2026 11 juni 2026
entrepreneurs · article Ondernemers · article
AI is collapsing the traditional headcount-to-growth equation, fundamentally redefining who can build and scale a startup. AI breekt de traditionele koppeling tussen teamomvang en groei en herdefineert wie een startup kan bouwen en opschalen.
11 June 2026 11 juni 2026
entrepreneurs · article Ondernemers · article
The Solo Founder Era Has Finally Arrived Het Tijdperk van de Solo-oprichter Is Eindelijk Aangebroken
AI eliminates the team-size requirements at every startup stage, fundamentally redefining who can build and scale companies. AI maakt teamvereisten op elk startup-niveau overbodig en herdefineert fundamenteel wie bedrijven kan bouwen en laten groeien.
11 June 2026 11 juni 2026
investors · article Investeerders · article
Europe leads in AI adoption but exports its best companies to US capital at scale. Europa loopt voorop in AI-adoptie, maar exporteert zijn beste bedrijven systematisch naar Amerikaans kapitaal.
11 June 2026 11 juni 2026
investors · synthesis Investeerders · synthesis
The bubble thesis and the GPT thesis are both internally coherent — and the scaling law uncertainty means neither can currently be falsified. That is itself the most important fact for investors. The bubble thesis and the GPT thesis are both internally coherent — and the scaling law uncertainty means neither can currently be falsified. That is itself the most important fact for investors.
11 June 2026 11 juni 2026
investors · article Investeerders · article
Inference costs are collapsing as model performance peaks, fundamentally reshaping where AI investment value accrues. Inferentiekosten dalen terwijl modelprestaties stijgen, wat hertekent waar de waarde van AI-investeringen terechtkomt.
11 June 2026 11 juni 2026
investors · article Investeerders · article
AI infrastructure spending is vastly outpacing returns, signalling a capital misallocation crisis hiding in plain sight. AI-infrastructuuruitgaven overtreffen de opbrengsten ruimschoots — een kapitaalverspilling die zich zichtbaar voltrekt.
11 June 2026 11 juni 2026
organizations · article Organisaties · article
Production AI agents prioritize simplicity and reliability over sophistication, with evaluation emerging as the critical unsolved challenge. Production AI agents prioritize simplicity and reliability over sophistication, with evaluation emerging as the critical unsolved challenge.
14 April 2026 14 april 2026
organizations · article Organisaties · article
AI assistance boosts short-term productivity for novices but impairs long-term skill development and conceptual understanding. AI assistance boosts short-term productivity for novices but impairs long-term skill development and conceptual understanding.
14 April 2026 14 april 2026
organizations · article Organisaties · article
McKinsey's Skill Change Index shows 70% of employer-demanded skills remain valuable in human-AI partnerships when organizations redesign workflows intentionally. McKinsey's Skill Change Index shows 70% of employer-demanded skills remain valuable in human-AI partnerships when organizations redesign workflows intentionally.
14 April 2026 14 april 2026
organizations · article Organisaties · article
Organizations must redesign entire workflows around AI collaboration, not just automate individual tasks, to capture transformative productivity gains. Organizations must redesign entire workflows around AI collaboration, not just automate individual tasks, to capture transformative productivity gains.
14 April 2026 14 april 2026
economy · article Economie · article
LLMs tripled book releases since 2022, creating quantity-quality bifurcation where incumbents maintain standards while new entrants flood markets with mediocre AI-assisted work. LLMs tripled book releases since 2022, creating quantity-quality bifurcation where incumbents maintain standards while new entrants flood markets with mediocre AI-assisted work.
14 April 2026 14 april 2026
economy · article Economie · article
AI threatens to automate cognitive work itself, potentially accelerating economic growth or sustaining the historical 2% trend. AI threatens to automate cognitive work itself, potentially accelerating economic growth or sustaining the historical 2% trend.
14 April 2026 14 april 2026
economy · article Economie · article
Big Tech's massive AI spending lacks near-term revenue justification, mirroring late-1990s telecom bubble dynamics. Big Tech's massive AI spending lacks near-term revenue justification, mirroring late-1990s telecom bubble dynamics.
14 April 2026 14 april 2026
economy · article Economie · article
AI threatens career pathways for 70 million Americans without degrees, risking economic mobility collapse. AI threatens career pathways for 70 million Americans without degrees, risking economic mobility collapse.
14 April 2026 14 april 2026
economy · article Economie · article
AI's labor impact depends on deployment choice: augmenting workers' productivity or replacing them entirely. AI's labor impact depends on deployment choice: augmenting workers' productivity or replacing them entirely.
14 April 2026 14 april 2026
economy · article Economie · article
AI investment surges while productivity statistics show no measurable gains, echoing the decades-long delay pattern of previous transformative technologies. AI investment surges while productivity statistics show no measurable gains, echoing the decades-long delay pattern of previous transformative technologies.
14 April 2026 14 april 2026
investors · article Investeerders · article
Bull thesis: AI infrastructure capex will drive transformative value; bear thesis: LLM economics are structurally poor and capital will be misallocated. Bull thesis: AI infrastructure capex will drive transformative value; bear thesis: LLM economics are structurally poor and capital will be misallocated.
14 April 2026 14 april 2026
investors · article Investeerders · article
LLM performance convergence and commodity compute availability are eroding pricing power for all but lowest-cost or most differentiated providers. LLM performance convergence and commodity compute availability are eroding pricing power for all but lowest-cost or most differentiated providers.
14 April 2026 14 april 2026
investors · article Investeerders · article
Scaling laws driving AI progress are weakening, threatening compute-dependent investment theses and reshaping competitive advantage. Scaling laws driving AI progress are weakening, threatening compute-dependent investment theses and reshaping competitive advantage.
14 April 2026 14 april 2026