Songfacts®:

• Guided By Voices leader Robert Pollard does some soul searching on this song, where he takes a long view of his life and what it all means. He sees himself as a scientist, with the songs he writes as experiments. It's a way to explore what's in his head and offer something of value to his listeners. Pollard is an extremely prolific songwriter, with over 3000 songs written, most of which he's published. He writes in bursts of inspiration, sometimes coming up with an entire album of songs in one day.
• "I Am A Scientist" is one of the most popular Guided By Voices songs, far more accessible than their earlier work. It's from their 1994 album Bee Thousand, their seventh, and the one that let them finally quit their day jobs. A lot of this was timing: their curious guitar-driven songs found a home under the "alternative" umbrella and reached a wide audience for the first time. Bands like Guided By Voices were suddenly bubbling up from the underground, getting airplay on some adventurous radio stations. Lollapalooza also helped - they joined the tour that year.
  
  As so often happens with bands that have a sudden breakthrough, they fractured, with Pollard breaking up the band in 1997 and putting it back together with a different lineup. Guided By Voices never returned to their mid-'90s glory, but they built up a solid fanbase that stuck with them. The original lineup got back together in 2010 but lasted just a few years. Pollard put together a new incarnation of the group in 2016.
• In 2023, when Songfacts asked Pollard if his thinks of songwriting as a science, he replied: "I don't see it as a science because songs come very naturally to me, but I guess it could be. Sometimes I take a lot of time structuring a song and sometimes they feel pretty autobiographical. Sometimes a song can be somewhat of a study on a topic I'm interested in."
• The song got a music video, directed by Banks Tarver, that has no lip-synching, focusing instead on Pollard's moves, like his famous high-kick. It's a low-budget black-and-white video congruent with the band's sound and philosophy.