Fast as You Can

Apple said that with the song, she wanted to explore different moods and the "ups and downs" of a relationship. "When you get to the middle [of the song], that spell of confusion takes you out of the element for a minute, which is, of course, what happens emotionally. But the beat never changes."[2] Apple said the song is "really just thoughts that were running through my head that were in that rhythm".[3]

Jon Brion said he knew "exactly" what he wanted the song to sound like. "I knew I wanted it to be Matt Chamberlain on drums", he said. "He can play all this beautiful machine-influenced stuff, but with human feel." Brion played a "very busy bass line idea" for Apple on a keyboard in his kitchen, combining the line with a "groove" in the style of Chamberlain's work. Apple became excited and said, "That's great! That feels exactly like it!" Brion and Apple stressed in interviews that it was Apple, and not Brion, who created the time-changes and structure in the song were already present when he worked on it.[4] "All I did was to heighten pre-existing things", Brion said. "In terms of the color changes, I am coordinating all of those, but the rhythms are absolutely Fiona's."[5]

The Philadelphia Inquirer described the song as "slightly off-kilter, perpetually destabilized ... an intricate suite of shifting moods that starts as a '60s soul-jazz stomp, then is connected by a rueful ballad interlude to a sauntering triple-meter chorus."[2] The New York Times wrote that it "signals its mood swings — love me, fight me, don't go, get out while you can — with tempo changes and unlikely interludes, from a blunt hip-hop drumbeat to [flute-like] 'Strawberry Fields' keyboards."[6] Newsweek characterized the song as "galloping" and "syncopated",[7] and Spin magazine called it "skittery".[8]

The cover of the promo CD for the single in the US was drawn by Apple.[9]

The single debuted on the US Billboard Modern Rock Tracks chart in late October, receiving minimal radio airplay until When the Pawn made a strong debut on the Billboard 200 albums chart.[8] It subsequently rose to number twenty on the Modern Rock Tracks chart in mid-December, remaining on the chart for twelve weeks.[10] On the Adult Top 40 chart, on which it debuted in early December, "Fast as You Can" peaked at number twenty-nine and stayed on the chart until early February 2000.[11] It failed to appear on the Billboard Hot 100 but became Apple's first—and, currently, only—single to reach the top forty in the United Kingdom, where it was released on February 14 and peaked at number 33.[12] In Ireland, the song reached number 49.[13] "Fast as You Can" also reached number 62 in Australia's annual Triple J Hottest 100 poll.[14]

The single's music video was directed by Apple's then-boyfriend, film director Paul Thomas Anderson, who directed the video for Apple's previous single, "Across the Universe" (1998). Anderson shot the video in Pasadena, California[15] with the crew he uses during the production of his films. "[I]t's all really fun", Apple said of the video. "I don't have to wear any makeup or anybody else's clothes — no negligees!"[16] The video was photographed by Robert Elswit and edited by Dylan Tichenor, and it premiered in September 1999.[17] In the video Apple is seen singing the song in and around a house, inside a garage, at a subway station and on a subway train. The video was filmed with a vintage hand-cranked camera, which is why Apple's mouth does not match the lyrics she sings. Throughout the video there are changes from black-and-white to colour and from fullscreen aspect ratio to widescreen. It was nominated for a 2000 Billboard Music Award for "Best Pop Clip of the Year",[18] with media sources describing it as "quirky",[19] "simple, improvised",[8] "playful and inventive".[7]