Joexo, There really isn't any certainty in the estimates for several reasons.
On the supply side, there really isn't a clear inventory for how much oil is still in the earth, or even where it all is. And, the costs for extracting it are what really determines if it is "available" for use, or not. And, those costs change as technology changes - fracking being a recent example.
On the demand side, it depends on how much is used, and for what. How fast electric or "green" hydrogen powered vehicles replace fossil fuel vehicles depends on a lot of things, including how the economies are fairing in the various "developed" countries over time so that people can afford new cars and/or afford more expensive gasoline. And Jan is focused on diesel fuel, mainly to support industry. But, there are alternatives to that, including mixing 90% hydrogen with 10% diesel, and even using electric powered earth mover machines running on power cables from fixed generating stations because batteries are not viable options for those. See
https://www.bbc.com/future/article/20240829-the-search-for-the-worlds-biggest-electric-vehicles .
And global population growth plus "development" in "underdeveloped" countries also drives increasing demand for energy of all types.
People have a hard time predicting population growth (and decline), economics, technological breakthroughs, ,etc. very far into the future, so we really just don't know how all of this will play out.
However, it is clear that there will be a limit reached at some point where we simply cannot afford to extract as much fossil fuel as everybody wants, so the price of what can be obtained will increase and people will be forced to find options (or perish, which is not an impossibility).
People who think where we are heading now with population and energy use per capita is not sustainable for much longer are still not in agreement on what can be done about that and whether various proposals are actually feasible. Part of our problem is that modeling of the future condition is not very credible because it has not been very accurate in the past. So, most people who are mainly worried about day-to-day challenges are not eager to make sacrifices in their own lives "for the good of all" when those asking seem to have their own biases and agendas. But, by the time that future problems become so clear that they cannot be denied, it is too late to avoid most of the bad consequences.
So, many of us see this as a existential challenge for the intelligence of humanity to exert enough
collective self control to maintain what has become a highly complicated system for the survival of our large population.
The subject is pretty divisive, with some people counting on technological advancements and talking about traveling to the stars, while others are openly worrying about humans going extinct due to collapse of our support systems.
Which is what may be the answer to "Where is everybody" else out in the cosmos - maybe they evolved about as far as we have and then collapsed to a point where they no longer have the capability to travel or even communicate from star to star, or maybe they no longer even exist at all.