Since other comments keep repeating that fallacy, here's a link to an article that covers that a little bit as well as other interesting tax-related subjects: http://www.themoneyillusion.com/clear-thinking-about-taxes/
Edit: higher->lower.
The blog post you link (which I am attempting to read through, but the condescending first paragraph doesn't help) argues in favor of a progressive tax on the amount of consumption, which I will admit is a proposal I haven't seen before. If you can make this work logistically, it would address the problem of consumption taxes being "regressive." (So would other approaches like food stamps.) However, I don't see any discussion of how these taxes would influence the decision to consume vs. save. Is the person with $100K in income going to make the same decision in both scenarios? I would assume they'd be likely to consume more in scenario 1 and less in scenario 2, where they get taxed more as they consume more. (And they would consume even less under a progressive consumption tax.) In particular I worry about money being "lost"—instead of the $50K that has doubled to $100K being spent all in 20 years, perhaps only the $50K interest is spent or perhaps not even that because there's a disincentive to consume, and then the person lives off of investment income for the rest of their life. For the casual meaning of "regressive," I think it's politically/socially important to many people that someone who lives off passive income and chooses not to work not be in the same position as someone who works long hours and lives paycheck-to-paycheck, even if they consume the same amount - or at least that there's a meaningful route for the latter person to become the former person.
I also don't understand why Bill Gates giving $10B less to Africa doesn't count as reducing consumption. It's a use of money to exert his will on the world; I think that should count as consumption (and be taxed as a consumption tax).
If in 20 years goods have become more expensive as a result of one tax policy and not the other, there is a significant difference in the behavior of this hypothetical person, and that's a significant part of answering which policy we should choose. They may not change total consumption but they may spend significantly more money on the same basic things everyone else is spending on, and less on luxury goods/services. Or they may consume more to maintain their standard of living, and save less. (Or they may decide whether to consume more as a result of one policy or the other.)
High taxes on income at the highest bracket have the effect of reducing the number of people with a certain high income, and thereby reducing the number of people able to participate in a market for very-high-priced things. This causes downward market pressure in the price of such things - for instance, the number of people willing to pay millions for housing in a city like SF or NYC will go down, so it limits the bubbles in those cities. It meanwhile does not affect people below those brackets, which in a sense is equivalent to scaling up their incomes (and the price of goods) while leaving the rich alone.
I (and many people here, I would guess) work in an industry where our own salaries have gone up significantly, and housing prices in our hubs have gone up significantly, and e.g. minimum wage hasn't gone up proportionally. As a result we negotiate for higher compensation so we can afford housing, mostly to maintain our purchasing power and not to increase it—or in other words we're effectively devaluing the dollar as this happens. This is a problem taxes could solve, and many of us think it's a legitimate use of government taxation power. If we get taxed in a way that depresses the after-tax incomes of everyone who's competing for the same housing we are, and as a result housing is cheaper, I think we're going to notice the increased tax out of proportion to the actual tax revenue.
Consumption taxes would maybe solve this for the rental market but wouldn't be as helpful for sales; if anything we'd rush to buy even more quickly before prices go up and before we'd have to pay higher consumption taxes. I realize I'm picking a very specific example here but I think investments like real estate are what people expect the "fat cats" to be using most of their wealth on. If we reduce the gap in purchasing power between the paycheck-to-paycheck taxpayers and the fat cats, then we've achieved the "logically impossible" goal in that post. You may not be boosting consumption per se, but you are changing the prices of goods and making better products/services available to the non-rich for the same amount of consumption.
Of course none of this is convincing to the author of the post, who readily admits that "brilliant" economists disagree with him but is setting his own simplified understanding of the world.
Not to mention that taxes on consumption are strongly regressive and they disproportionately affect the poor. I certainly don't spend all my money, and that's not the case for the vast majority of people. Add more tax, and they can afford even less.
How does that interact with the well-known result (e.g., from the aftermath of the Stanford marshmallow experiment) that people with less savings and less cash flow are legitimately more skeptical of promises of money in the future, even if those promises are assessed as the same present value by well-off economists?
In general given the volatile political climate of the US, I'm skeptical that plans of the form "We'll institute a change that disproportionately affects the poor, and we'll solve it with a complicated and not-universally-politically-popular system that will fix things in the steady state" are likely to accomplish their goals. The balance of power in government might change before the steady state. If you create a federal sales tax, which doesn't currently exist, and also increase "handouts" / "entitlements" / "welfare" to address its disproportionate effect on the poor, I expect that the handout will get canceled one year and the sales tax won't.