Read reports and don't expect media to throw numbers and mathematical proofs. They are a business and have to cater to general public who don't really understand or care.
Great media stories bring the reports to a scientist in the field and have them contextualise it. In fact neither the journalist or the laypeople (us here) can do better than that by themselves, in general.
But yes, stories are mass produced and nobody has the time for that.