United States v. Christopher Asbury, 27 F.4th 576

Asbury was convicted of distributing methamphetamine; agents recovered ~83.1 g of 99% pure meth (82.2 g pure) from a controlled buy. He does not contest the conviction on appeal.
The PSR attributed far larger, uncharged quantities to Asbury based on confidential-source and witness reports (totaling many kilograms) and used conversion tables to compute a much higher converted drug weight.
The PSR’s additional relevant-conduct quantities raised Asbury’s Guidelines offense level from 30 to 36 (then to 38 after a perjury enhancement), producing an advisory range of 360 months to life; without the contested relevant conduct his range would have been 210–262 months.
Asbury objected at sentencing; the government presented no additional evidence. The district court “adopted the probation officer’s position,” then stated generically that any Guidelines calculation error would not have affected its sentence.
The court imposed 360 months (double the statutory minimum of 180 months). On appeal the government conceded the drug-quantity finding could not be sustained. The Seventh Circuit vacated and remanded for resentencing, holding the district court’s generic “inoculating” remark was insufficient to render the Guidelines error harmless.

Issue	Plaintiff's Argument	Defendant's Argument	Held
Whether the district court’s reliance on unsupported PSR allegations about additional drug quantities was harmless error	Asbury: PSR quantities lacked evidentiary support; court erred in adopting them and error was prejudicial	Government: Concedes the quantity finding cannot be sustained but urges the error was harmless because the judge said the Guidelines wouldn’t have affected the sentence	Court: Error not harmless; vacated and remanded because judge’s generic statement did not specifically address the contested Guidelines issue or explain a parallel result
Whether a district court’s general statement that a Guidelines error would not affect sentencing can cure procedural error	Asbury: Generic disclaimer insufficient; judge must explain why sentence would be same	Government: Judge’s statement absolves need for remand; harmless error	Court: Categorical/terse disclaimers are inadequate; Abbas requires a detailed, tied explanation of a parallel result to render error harmless
Whether the sentence was substantively reasonable	Asbury: 360 months substantively unreasonable given record and unsupported enhancement	Government: District court’s 3553(a) analysis justified the sentence	Court: Did not reach full merits of substantive reasonableness because procedural error required resentencing; noted district court’s remarks were inconsistent and provided insufficient justification

United States v. Helding, 948 F.3d 864 (7th Cir. 2020) (PSR reliance on CI reports without reliability showing is error and often not harmless)
United States v. Abbas, 560 F.3d 660 (7th Cir. 2009) (detailed, specific "inoculating" explanation can render a Guidelines error harmless)
Kimbrough v. United States, 552 U.S. 85 (2007) (district courts may disagree with the Guidelines’ sentencing policy)
United States v. Castaldi, 743 F.3d 589 (7th Cir. 2014) (court must address defendant’s legally cognizable, fact-supported arguments when explaining a sentence)
Rosales-Mireles v. United States, 138 S. Ct. 1897 (2018) (district courts must begin analysis with the Guidelines; calculating the correct range is important and errors often prejudicial)
Peugh v. United States, 569 U.S. 530 (2013) (failure to calculate correct Guidelines range is procedural error)
Gall v. United States, 552 U.S. 38 (2007) (sentencing courts must consider Guidelines and explain departures/variances)
United States v. Skaggs, 25 F.4th 494 (7th Cir. 2022) (recently reversed where an inoculating statement failed to establish harmlessness)
United States v. Loving, 22 F.4th 630 (7th Cir. 2022) (terse comments about §3553(a) factors do not permit inferring harmlessness)
United States v. Jett, 982 F.3d 1072 (7th Cir. 2020) (harmless-error inquiry asks whether the Guidelines error affected the district court’s sentence selection)