ClaimsPeople

Vinod Khosla

Vinod Khosla is a venture capitalist and founder of Khosla Ventures, and a co-founder of Sun Microsystems.

567 claims collected, 179 researched, 52 resolved. Report of 4 November 2026, method 0.1.0+c876030c.

Scores by kind of claim

Each kind of claim is scored on its own, out of 100: the share that held up, with the range it likely falls in. Fewer resolved claims give a wider range.

  • Factual claims

    Statements about the present or the past, checked against the record: did they hold up?

    72 64 80

    Medium confidence, 43 factual claims resolved. From 11 documents, 2007 to 2024; 19 documents sampled from 31 candidates found.

    Not scored: 44 unresolvable, 21 checkable only against their own records.

  • Predictions

    Statements about events outside the person's control, checked once they fell due: did they come true?

    58 40 75

    Low confidence, 9 predictions resolved. From 2 documents, 2007 to 2010; 19 documents sampled from 31 candidates found.

    Not scored: 46 unresolvable, 1 checkable only against their own records. 15 more fall due later.

    Does not yet allow for how likely each prediction was when made.

All types combined: 70 (likely 62 to 77, high confidence), from 52 claims: 43 factual claims, 9 predictions. It mixes kinds of claim in different proportions for different people, so compare people kind by kind.

Vinod Khosla's claims

71 claims, sorted by newest said. Choose a claim to read it in full.
VerdictKindSaidClaimTopic
Unresolvable Prediction 24 Mar 2026 If capital gains and ordinary income tax rates were equalized, the change could be tax neutral and remove 125 million people from the tax roll, with anyone making $100,000 or less paying no taxes. Prediction · 24 Mar 2026 AI policy and governance
Not yet due Prediction 24 Mar 2026 A project to build a free AI doctor with more expertise than any doctor is doable within the next two to three years. Prediction · 24 Mar 2026 AI capabilities
Unresolvable Prediction 24 Mar 2026 AI will cause massive job dislocation. Prediction · 24 Mar 2026 AI, the economy and work
Unresolvable Prediction 24 Mar 2026 In the next few years there will be very few things AI won't be able to do. Prediction · 24 Mar 2026 AI capabilities
Unresolvable Prediction 24 Mar 2026 AI will favor capital over labor in the capital-versus-labor contest. Prediction · 24 Mar 2026 AI, the economy and work
Not yet due Prediction 24 Mar 2026 Khosla said he believes fear of AI will be the single biggest issue in the 2028 US presidential election. Prediction · 24 Mar 2026 AI policy and governance
Unresolvable Prediction 6 Mar 2026 Khosla said he thinks there will be enough abundance that the need to work will go away. Prediction · 6 Mar 2026 AI, the economy and work
Unresolvable Prediction 6 Mar 2026 Two-thirds of all jobs will be capable of being done by AI, which will do the work of physicians, radiologists, accountants, chip designers and salespeople better than humans. Prediction · 6 Mar 2026 AI, the economy and work
Unresolvable Prediction 6 Mar 2026 In a world where technology rules and higher education is free, people will not need a college to get an engineering degree, nor even the degree itself, except for those whose passion is learning. Prediction · 6 Mar 2026 Field building and careers
Not yet due Prediction 4 Mar 2026 Khosla said he suspects that by 2040, $30,000 (and maybe $10,000) will buy much more than $100,000 of income buys today. Prediction · 4 Mar 2026 Economics and markets
Unresolvable Prediction 4 Mar 2026 Because of AI, the need for people to work will go away. Prediction · 4 Mar 2026 AI, the economy and work
Unresolvable Prediction 4 Mar 2026 Labor of farmworkers, assembly line workers, retail workers and accountants will become free in a competitive economy, leading to declining prices. Prediction · 4 Mar 2026 AI, the economy and work
Unresolvable Prediction 4 Mar 2026 Because of AI, people will not even need an engineering degree, except for those whose passion is learning. Prediction · 4 Mar 2026 AI, the economy and work
Unresolvable Prediction 4 Mar 2026 It is unlikely that a 5-year-old today will need to look for a job as an adult. Prediction · 4 Mar 2026 AI, the economy and work
Unresolvable Prediction 16 Feb 2026 AI systems are rapidly nearing a point where they can outperform humans in most economically valuable tasks. Prediction · 16 Feb 2026 AI capabilities
Not yet due Prediction 28 Oct 2025 By 2035 the economy will be hugely deflationary. Prediction · 28 Oct 2025 AI, the economy and work
Not yet due Prediction 1 Jul 2025 Within five years of mid-2025, AI will be able to do 80% of any economically valuable job humans can do. Prediction · 1 Jul 2025 AI, the economy and work
Not yet due Prediction 1 Jul 2025 The 2030s will see a faster rate of demise of Fortune 500 companies than ever seen before. Prediction · 1 Jul 2025 Economics and markets
Unresolvable Prediction 1 Jul 2025 Fusion and super-hot geothermal could make power cheaper than natural gas. Prediction · 1 Jul 2025 Technology
Not yet due Prediction 1 Jul 2025 Almost everybody in the 2030s will have a humanoid robot at home. Prediction · 1 Jul 2025 AI capabilities
Not yet due Prediction 1 Jul 2025 By 2040 the biggest risk we might face is China using AI, both cyber and warfare AI and socially good AI like free doctors for everyone, to embed its political philosophy. Prediction · 1 Jul 2025 AI policy and governance
Unresolvable Prediction 1 Jul 2025 The transition he described, a faster demise of Fortune 500 companies in the 2030s, will not come from existing companies; somebody new will reinvent this. Prediction · 1 Jul 2025 Economics and markets
Unresolvable Prediction 1 Jul 2025 Household humanoid robots will probably start with a narrow task such as cooking. Prediction · 1 Jul 2025 AI capabilities
Not yet due Prediction 1 Jul 2025 By 2040 the need for people to work will go away. Prediction · 1 Jul 2025 AI, the economy and work
Unresolvable Prediction May 2025 With AI, music and entertainment will become plentiful and personalized to the user and their mood. Prediction · May 2025 AI capabilities
Unresolvable Prediction May 2025 AI agents will protect and advise every consumer. Prediction · May 2025 AI capabilities
Unresolvable Prediction May 2025 Scientists will be supercharged: AI scientists, working alone or with humans, will become super scientists able to 10x or 100x their capability, creativity and volume of research. Prediction · May 2025 Science and research methods
Unresolvable Prediction May 2025 There will be new food and fertilizers, including better alternative protein and green fertilizer. Prediction · May 2025 Technology
Unresolvable Prediction May 2025 Carbon emissions could become a smaller issue because entrepreneurs will develop and scale better technologies for cement, steel, agriculture, transport and power. Prediction · May 2025 Technology
Unresolvable Prediction May 2025 AI will make it possible to have near-free AI doctors for every person and AI tutors for every child, available 24x7. Prediction · May 2025 AI capabilities
Not yet due Prediction May 2025 Before 2030, AI could do 80% of 80% of all non-labor (expertise) work. Prediction · May 2025 AI capabilities
Unresolvable Prediction May 2025 Humanity will discover more natural resources than it consumes, including lithium, cobalt and copper. Prediction · May 2025 Economics and markets
Unresolvable Prediction May 2025 Most science will eventually be done by AI scientists. Prediction · May 2025 Science and research methods
Unresolvable Prediction May 2025 There will be a billion bipedal and other robots freeing humans from undesirable jobs. Prediction · May 2025 AI, the economy and work
Unresolvable Prediction May 2025 AI robots will manage household work at a lower monthly cost than a car. Prediction · May 2025 AI capabilities
Not yet due Prediction 26 Dec 2023 AI should be hugely deflationary over the next twenty-five years. Prediction · 26 Dec 2023 AI, the economy and work
Unresolvable Prediction 26 Dec 2023 Capital should be scarce for a while, current measures of GDP and the economy will be less relevant, and goods and services should be in great abundance as a result of AI. Prediction · 26 Dec 2023 AI, the economy and work
Not yet due Prediction 14 Dec 2023 Digital-first primary and chronic care overseen by human doctors at $5 per month will be possible for every US citizen within a few years. Prediction · 14 Dec 2023 AI, the economy and work
Unresolvable Prediction 14 Dec 2023 Khosla is optimistic that the human experience will be made only richer by AI. Prediction · 14 Dec 2023 Philosophy, ethics and society
Unresolvable Prediction 13 Dec 2023 AI-augmented management will help managers objectively assess employee performance, giving employees more flexibility. Prediction · 13 Dec 2023 AI, the economy and work
Unresolvable Prediction 3 Dec 2023 Most cars in most cities will be replaced by personal public transit on demand (Khosla's Prediction #4 of 11). Prediction · 3 Dec 2023 Technology
Not yet due Prediction 1 Dec 2021 The US can build 6000 fusion boilers by 2040. Prediction · 1 Dec 2021 Technology
Not yet due Prediction 1 Dec 2021 Khosla said he was optimistic that all coal and natural gas plants "in this country" can be replaced before 2040. Prediction · 1 Dec 2021 Technology
Unresolvable Prediction 21 Oct 2021 US hypersonics efforts will reach market faster than expected. Prediction · 21 Oct 2021 Technology
Unresolvable Prediction 6 Sep 2020 Jet fuel, currently ignored, will likely be biofuel. Prediction · 6 Sep 2020 Technology
Unresolvable Prediction 24 Feb 2020 Building artificial general intelligence, as OpenAI aims to do, may eliminate the need for people to work. Prediction · 24 Feb 2020 AI, the economy and work
Unresolvable Prediction 19 Apr 2019 Vinod Khosla said he suspected that the physical exam in medicine will be replaced by something like an upgraded AI-directed ultrasound. Prediction · 19 Apr 2019 AI capabilities
Unresolvable Prediction 23 Dec 2010 If biofuel costs reach $75 a barrel, they will keep falling to $30 a barrel in real dollars. Prediction · 23 Dec 2010 Economics and markets
Unresolvable Prediction 23 Dec 2010 Almost certainly, the winning battery technology in 15 years will be one that people today see as having a very low probability of working. Prediction · 23 Dec 2010 Technology
Own records only Prediction 23 Dec 2010 Khosla's lighting companies and air-conditioning companies will each need $50 million to break even. Prediction · 23 Dec 2010 Economics and markets
Unresolvable Prediction 23 Dec 2010 Half a dozen technologies will make economic sense, some with subsidies and some without, and the speaker says the ones that work without subsidies will scale infinitely. Prediction · 23 Dec 2010 Technology
Unresolvable Prediction 23 Dec 2010 Ten years from now, energy innovation will explode because good PhD students are now going into these areas. Prediction · 23 Dec 2010 Field building and careers
Mostly false Prediction 23 Dec 2010 The Chevy Volt is expected to ship 40,000 units by 2012. Prediction · 23 Dec 2010 Technology
Resolved false Prediction 23 Dec 2010 Traditional lithium-ion bulk batteries will almost certainly not be around in 15 years. Prediction · 23 Dec 2010 Technology
Unresolvable Prediction 28 Sep 2007 If biomass yields double, the land needed for US biofuel falls to 25 million acres. Prediction · 28 Sep 2007 Technology
Unresolvable Prediction 28 Sep 2007 Khosla said he was convinced that green technologies can be made cheaper than oil, describing this as his goal while noting he may or may not be successful at it. Prediction · 28 Sep 2007 Economics and markets
Unresolvable Prediction 28 Sep 2007 Wind power will never scale to more than 10, 15, maybe 20 percent of electricity. Prediction · 28 Sep 2007 Technology
Unresolvable Prediction 28 Sep 2007 Biomass yields can increase as corn yields have, and biomass can be cultivated sustainably in a polyculture way. Prediction · 28 Sep 2007 Technology
Unresolvable Prediction 28 Sep 2007 Khosla said he believed that, once the new fuel technologies are proven, oil companies will be willing and massive participants in this area. Prediction · 28 Sep 2007 Economics and markets
Unresolvable Prediction 28 Sep 2007 If newer energy technologies are done poorly, there will be public backlash against them. Prediction · 28 Sep 2007 Technology
Resolved true Prediction 28 Sep 2007 If solar photovoltaics grew 10,000 percent, they would supply about 4 percent of worldwide electricity. Prediction · 28 Sep 2007 Technology
Mostly true Prediction 28 Sep 2007 Pricing carbon and requiring carbon capture and sequestration would probably add about 2 cents per kilowatt hour to the cost of coal power, depending on the carbon price. Prediction · 28 Sep 2007 Technology
Resolved false Prediction 28 Sep 2007 Khosla said he believed 50 million acres of US land could supply all US biofuel needs. Prediction · 28 Sep 2007 Technology
Mostly true Prediction 28 Sep 2007 Even if Germany switched completely to photovoltaics, climate change's trajectory will not change unless India and China also adopt them. Prediction · 28 Sep 2007 Technology
Resolved true Prediction 28 Sep 2007 There will be a mix of biofuels in the marketplace. Prediction · 28 Sep 2007 Technology
Unresolvable Prediction 28 Sep 2007 Ethanol will be produced in a way that has a materially positive energy balance and reduces petroleum consumption and greenhouse gases. Prediction · 28 Sep 2007 Technology
Resolved true Prediction 28 Sep 2007 He did not believe clean coal would win in every area, because clean coal technologies would be so expensive that many renewables would come in cheaper. Prediction · 28 Sep 2007 Technology
Unresolvable Prediction 28 Sep 2007 Over time more people will be willing to pay more for clean energy, a tipping point will be reached, and legislation will then force people to pay more. Prediction · 28 Sep 2007 Economics and markets
Unresolvable Prediction 28 Sep 2007 With carbon pricing and capture, coal power would cost between 8 and 10 cents per kilowatt hour. Prediction · 28 Sep 2007 Technology
Mostly true Prediction 28 Sep 2007 Carbon capture and sequestration for coal plants will work technically. Prediction · 28 Sep 2007 Technology
Not yet due Prediction 28 Sep 2007 Around 2057, the world will probably have moved to all electric cars. Prediction · 28 Sep 2007 Technology
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Vinod Khosla

Open its page

Prediction AI policy and governance Political

“If we equalize those two, we can be tax neutral and eliminate 125 million people off the tax roll, just anybody making $100,000 or less doesn’t pay any taxes.”

Vinod Khosla, venture capitalist, panel at Hill & Valley Forum 24 March 2026 Vinod Khosla thinks 80% of jobs could vanish by 2030, 'fear of AI' puts American politics in a chokehold (Fortune)

If capital gains and ordinary income tax rates were equalized, the change could be tax neutral and remove 125 million people from the tax roll, with anyone making $100,000 or less paying no taxes.

Unresolvable The public record could not settle it.

What would count as true or false

The claim has two parts: (a) taxing capital gains (and dividends) at ordinary income rates would raise enough revenue to make up for exempting people earning $100,000 or less from tax, so the package is roughly revenue-neutral; (b) about 125 million people (or tax filers) earn $100,000 or less, so would leave the tax roll. True: independent estimates (JCT, CBO, Tax Policy Center, Penn Wharton, Tax Foundation, IRS statistics) show the revenue gained is roughly equal to the revenue lost (within about 15%) and that about 125 million people or filers (within about 15%) are at or below $100,000. Mostly true: both parts roughly hold but one figure is moderately off (for example, the revenue offset falls 15 to 30% short, or the count is 100 to 150 million). Mixed: one part holds and the other clearly fails. Mostly false: the count is roughly right but equalizing rates would raise only a small fraction of the revenue needed, or the reverse. False: both parts are clearly wrong, for example equalization raises well under half the needed revenue and the count is far from 125 million. Exemption here means paying no federal income tax.

Evidence

  1. Principles-Based Illustrative Reforms of Federal Tax and Spending Programs | Penn Wharton Budget Model Penn Wharton Budget Model (University of Pennsylvania) · 4 December 2024
    “| Policy | 2025 | 2026 | 2027 | 2028 | 2029 | 2030 | 2031 | 2032 | 2033 | 2034 | 2025-2034 | 2025-2054 | |---|---|---|---|---|---|---|---|---|---|---|---|---| | Tax capital gains and dividends at ordinary rates | 37 | 60 | 40 | 39 | 41 | 42 | 44 | 45 | 47 | 48 | 444 | 1,800 |”
  2. Principles-Based Illustrative Reforms of Federal Tax and Spending Programs | Penn Wharton Budget Model Penn Wharton Budget Model (University of Pennsylvania) · 4 December 2024
    “This policy change would remove that preferential rate structure and the distinction between preferred and ordinary income, taxing all income from capital gains and dividends using the ordinary income tax rate structure, including rates and thresholds.”
  3. charts.html Penn Wharton Budget Model · January 2020
    “Tax capital gains and dividends at ordinary rates | 14 | 18 | 18 | 19 | 20 | 15 | 15 | 16 | 17 | 18 | 173”
  4. Five Different Ways of Raising Taxes on the Wealthiest Americans Peter G. Peterson Foundation · 25 September 2026
    “Taxing capital gains like ordinary income: In its proposed 2024 budget, the Biden Administration estimates that taxing capital gains at the same rate as ordinary income for taxpayers with income over $1 million would increase revenues by $214 billion over the next 10 years.”
  5. Addressing the Need for More Federal Revenue Citizens for Tax Justice · 8 July 2014
    “Congress should go much further and repeal the capital gains break that still exists. Under this proposal, capital gains would simply be taxed at ordinary income tax rates. This would raise at least $613 billion over a decade.”

Reasoning

E3 and E4 describe a Penn Wharton model of taxing capital gains and dividends at ordinary rates, with a 2025–2034 total of 444. However, the quoted table does not state its units. E5–E7 give other estimates of what equalization would raise, some for narrower versions of the policy. None of the evidence estimates how much revenue would be lost by exempting people earning $100,000 or less from federal income tax, and none counts how many people or filers earn at or below $100,000. Neither the revenue-neutrality part nor the 125 million figure can be checked against the criteria.

Cite this claim

Vinod Khosla, “If capital gains and ordinary income tax rates were equalized, the change could be tax neutral and remove 125 million people from the tax roll, with anyone making $100,000 or less paying no taxes.” (said 24 March 2026). Verdict: unresolvable. Reliability API, claim c_1c36828bb704, method 0.1.0+c876030c. https://epistacklabs.com/claims/c_1c36828bb704

Claims without a verdict

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