Songfacts®:

• This song is about getting revenge on people who have wronged you. Robbie Williams explained in the documentary Making of Intensive Care: "It's about wishing people were not as sadistic as they are. And in conclusion, writing the song, I found out that I'm at least as sadistic as everybody else."
• "Random Acts of Kindness" finds Williams singing about his fascination with black magic, referencing the British occultist Aleister Crowley in the line: "And with Crowley on my mind, I should try being kind." Williams said of his interest at the time: "My mum and family were into the supernatural, myths, and legends – the stuff that makes our journey through life more interesting. In my teens and early 20s, I couldn't stay in my bedroom alone because I was scared of what was on the other side of the door – like the kid from The Sixth Sense. Because of that I wanted to tackle my deepest fears regarding that stuff. And the way to demystify it for me was to try black magic."
• The opening line, "For those about to die, we salute you" is a reference to the phrase Roman gladiators would reportedly say to their high rulers before fighting to the death in amphitheaters. The phrase was also alluded to by AC/DC in their song "For Those About to Rock (We Salute You)."
• Williams wrote this song with Stephen Duffy, who was a founding member of both Duran Duran and The Lilac Time before working with Williams. Speaking about his time spent writing with Williams, Duffy revealed to Classic Pop: "It was an amazing opportunity to work with an artist who just didn't care. He didn't even want to call himself Robbie Williams at that point. It was just amazing fun. And I got to live in a Los Angeles penthouse for three years!"
• "Random Acts of Kindness" is a track on Williams' sixth album, Intensive Care. The cover art depicts a sigil on Williams' fingertip that was designed by Scottish artists Grant Morrison and Frank Quitely. A practicing occultist, Morrison claimed in his book Supergods: Our World in the Age of the Superhero that the sigil could be "activated by finding the CD in the shops or pulling the cover up on-screen and pressing Rob's finger," adding: "If enough of us do this the world will most certainly enter a new Golden Age of peace, creativity, and prosperity!"