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Show HN: When Will AI? – A timeline of top AI predictions | AI.News
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Show HN: When Will AI? – A timeline of top AI predictions
whenwill.ai
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2026
Powerful AI emerges by late 2026
AI speeds a major lab's research by 50%
Model-weight theft becomes a strategic threat
China launches a national AI push
AI-led stocks rise 30%
Global AI capex reaches $1T
AI computation reaches Finland-scale electricity use
AI reaches month-long task horizon
A major AI company publicly releases its AI agent
China centralizes AI compute at one site
Junior software job market enters turmoil
AI outcompetes PhDs at problem solving
Big tech reaches $100B AI revenue
AI systems figure out novel insights
ARC-AGI-3 tests agentic skill acquisition in early 2026
AI agents enter one-third of B2B payments by 2026
AI privacy lawsuits surge 20% in 2026
Sellers face agent-led quote negotiations in 2026
Ungoverned genAI costs B2B firms $10B in 2026
Agency acquisition triggers a dozen reviews in 2026
B2B influencer budgets rise in 2026
CFOs gate AI investments in 2026
CIOs bail out business-led AI failures in 2026
CX teams abandon journey mapping in 2026
Developer hiring time doubles in 2026
Display ad budgets fall 30% in 2026
Five major brands unify agentic commerce in 2026
Human expertise rivals genAI for buyers in 2026
Neocloud revenue reaches $20B in 2026
One-third of consumers choose offline brand experiences in 2026
Quantum security exceeds 5% of budgets in 2026
2027
U.S. officials expect imminent AGI
A major AI company announces AGI
AI does 25% of remote-work jobs
Allies demand an AI pause after being sidelined
A misaligned AI system achieves superintelligence
DPA consolidates top U.S. AI compute
AI reaches Nobel-level expertise across fields
AI triples a major lab's algorithmic progress
An escaped AI could survive, copy itself, and hack
AI cyber capability becomes a strategic asset
A cheap AI system becomes a superhuman coder
A major lab's algorithmic progress reaches 4x
An advanced AI lacks robust truth-seeking
Misalignment tests resist available fixes
AI research progress reaches 10x
A public AI model poses extreme biosecurity danger
AI apps and B2B SaaS surge
Programming hiring nearly stops
White House treats AI race like the Cold War
A superhuman AI becomes adversarially misaligned
AI research progress reaches 50x
An AI system becomes a superhuman AI researcher
Evidence of AI misalignment accumulates
A major AI company continues near full speed
A major AI company pivots to safer models
A safer AI uses faithful English reasoning
Misalignment memo leaks to the press
Public backlash and congressional subpoenas erupt
U.S. creates an AI oversight committee
A major AI company controls 50% of world AI compute
AI launches a compressed dot-com boom
China seeks a mutual AI slowdown
U.S. and China reach an AI deadlock
AI systems complete hours-long software projects
Largest training runs exceed $1B
AGI arrives by 2027
Annual AI investment reaches $1 trillion
Government AGI project gets underway
Machines have 10% chance to beat humans at all tasks
Labor-market churn reaches 23% by 2027
Machines perform 42% of business tasks by 2027
AI handles hours-to-weeks tasks autonomously
Frontier training runs need five gigawatts
U.S. builds fifty AI-dedicated gigawatts
A major lab starts online-learning post-training
China steals frontier AI model weights
U.S. sabotage attempts against Chinese AI fail
A major lab runs 200,000 AI researcher copies
Major algorithmic breakthroughs create a new AI system
AI agents handle a wide range of week-long tasks
AI systems dominate a major lab's research
Most human AI researchers stop contributing much
A major AI company publicly releases a cheap AGI
China falls two months behind in AI race
U.S. tightens chip, internet, and employee controls
300,000 AI copies run at 50x human speed
Safer AI reaches 20x research progress
A misaligned AI wins more autonomy
AI race continues despite China pause offer
A superintelligent AI becomes an elite advisor
A superintelligent AI excels at politics and lobbying
AI models reach 55% on undergraduate FrontierMath
A team starts working on core AGI ideas by 2027
AI agents become drop-in remote workers
AI creates $10T companies
Administrative roles lose 26 million jobs by 2027
AI and big-data roles grow 30-35% by 2027
AI and machine-learning specialists become the fastest-growing role by 2027
Employers expect 14 million fewer jobs by 2027
Six in 10 workers need training by 2027
Workers face 44% skill disruption by 2027
AI uses digital tools and lab equipment
Millions of AI instances run at 10x-100x human speed
Security-relevant AI capabilities advance by 2027
Interpretability falls short of full model understanding
Five Eyes allies receive limited AGI access
Agent token and API loads rise 1000x by 2027
Agentic automation reaches 40% of enterprise apps by 2027
Global 2000 agent use increases tenfold by 2027
Effective compute rises five orders of magnitude
Robots do real-world tasks
AI and big data become a major training priority by 2027
Nearly 75% of companies adopt AI by 2027
Over 40% of agentic AI projects are canceled by 2027
Enterprises defer 25% of AI spend into 2027
Poor AI-ready data cuts productivity 15% by 2027
2028
Superhuman AI is publicly released
A misaligned AI becomes wildly superintelligent
U.S. and Chinese AIs negotiate a treaty
AI progress compresses six years into two
Weak general AI becomes publicly available
A safer AI becomes aligned and transparent
Robot economy expands through special zones
Robots pass the Coffee Test
Treaty-compliant chips replace old systems
AI election control becomes a public issue
Vice President wins AI-era election
Factories produce one million robots monthly
AI reaches research-level scientific performance
OpenAI compute growth slows around 2028
AI research progress speeds up 3x
AI widely automates software engineering
Intelligence explosion gets underway
A safer AI exceeds top human experts
Safer AI reaches 200x research progress
U.S. chooses a win-the-race AI strategy
Public AI deployment transforms the economy
AI drives stratospheric GDP growth
A 2 GW AI supercomputer becomes feasible
Training clusters cost hundreds of billions
Agentic AI makes 15% of work decisions by 2028
AI builds payment processing websites
AI decision explanations remain unlikely
AI fine-tunes open-source LLMs
AI makes songs indistinguishable from artists
One-third of enterprise apps include AI agents by 2028
2029
Humans become obsolete to the robot economy
Most work shifts to AIs and robots
U.S. and China accept an AI-brokered deal
AI can complete month-long software tasks
Robots, fusion, and disease cures become commonplace
AI progress runs 10x faster
Agents execute 217 billion daily actions by 2029
Deployed AI agents exceed 1 billion by 2029
Agent action costs fall 87% by 2029
Agents consume 3.7T daily token calls by 2029
Agent token delivery costs exceed $68B by 2029
2030
Misaligned AI kills most humans
China transitions after an AI-sabotaged coup
World government forms under U.S. control
AI systems complete days-long software projects
AI systems complete month-long professional tasks
AI systems do remote-worker jobs at human level
AI-guided robots handle complex real-world tasks
Robot economy expands beyond human zones
AI capabilities largely plateau
AI improves across specialized domains
AI systems become useful digital assistants
AI uses 7.4% of US electricity
Chip supply supports 100,000x GPT-4 compute
Energy bottlenecks do not stop AI scaling
Frontier models train with 3,000x more compute
Largest training runs need 4-16 GW
Largest-model training compute grows 125-fold
Models need 10-100x less compute
AGI arrives around 2030
Superintelligence arrives by 2030
Data center electricity use reaches 945 TWh
Data centers drive 20% of advanced-economy demand growth
Small modular reactors come online for data centers
U.S. data centers outconsume heavy industry
AI models reach 75% on undergraduate FrontierMath
Autonomous vehicle deployment remains limited
AGI arrives around 2030
Distributed AI training spreads across sites
Leading AI supercomputer costs $200B
Leading AI supercomputer reaches 2e22 FLOP/s
Leading AI supercomputer requires 9 GW
Leading AI supercomputer uses 2 million chips
Power becomes main AI-supercomputer bottleneck
Trillion-dollar cluster reaches 100 GW
Intelligence becomes too cheap to meter
One person accomplishes far more than in 2020
2031
AI compresses fifty years of biology into five
AI makes lifespan doubling possible
Most cancer mortality and incidence falls sharply
Most genetic disease becomes preventable or curable
Most infectious disease becomes preventable or treatable
Most mental illness becomes treatable or curable
AI health gains reach the poorest countries
Developing countries begin rapid AI catch-up
U.S. remains AI-supercomputer leader
2032
First general AI is publicly announced
2033
AI reaches month-long tasks at 50% reliability
AI automation exposes 300 million full-time jobs by 2033
Generative AI raises global GDP 7% by 2033
Exposed U.S. jobs lose 25-50% of workload by 2033
Generative AI lifts productivity growth 1.5 points by 2033
Generative AI software market reaches $150B by 2033
Two-thirds of U.S. occupations face AI exposure by 2033
2035
Data center electricity demand spans 700-1,700 TWh
Data center electricity use reaches 1,200 TWh
Data center emissions reach 300-500 Mt
Intelligence and energy become wildly abundant
2037
All occupations have 10% chance to be automatable
2047
Machines have 50% chance to beat humans at all tasks
2116
All occupations have 50% chance to be automatable
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