JOHN R. BROWN, Chief Judge:
This case, one of the very few1 in the recorded annals of the 85 year history of the Fifth Circuit, involves not the trials and tribulations, attempted frauds and other derelictions of taxpayers, which are common grist for our mill. Rather, it involves fraud by a tax preparer, one whose Twentieth Century occupation is now almost indispensable to all save those taxpayers who can use, or risk the use of, a short form with standard deductions. In this Bicentennial foray we see the hazards both to the system and to the protection of rights of the public and the individuals concerned. [1197]*1197To be remembered is that it is the fraud or false misstatement of the preparer, not the taxpayer, which counts. Indeed, the tax properly due may be of no, or only secondary, significance.
Defendant-Appellant Amos P. Brown, Sr., a part-time income tax preparer, was convicted by a jury on 12 counts of counseling, procuring and advising the preparation and presentation of fraudulent and false United States Individual Income Tax Returns for others in violation of 26 U.S.C.A. § 7206(2), Internal Revenue Code.2 The District Court subsequently denied Brown’s motions for judgment of acquittal and for new trial and sentenced Brown to 11 concurrent terms of three years each, followed by three years probation. Brown appealed, asserting insufficiency of the evidence, the improper admission of prejudicial evidence, the Trial Court’s failure to investigate possible jury misconduct and ineffective assistance of counsel. We find that the Trial Judge committed plain error by improperly admitting certain evidence which was highly prejudicial to the defendant. Accordingly, we reverse and remand for a new trial.
In A Nutshell
Amos P. Brown, Sr., is a school teacher who has taught in Florida public schools since 1947. His educational background includes a bachelor’s degree in Agricultural Education from Florida A. & M. University and an H. & R. Block course in income tax preparation. Except for the H. & R. Block course, he has had no formal courses in accounting. He has no prior criminal record.
After taking the H. & R. Block course in 1970, he began helping friends and neighbors, most of whom had low incomes and many of whom had little or no formal education,3 prepare their income tax returns.4 In preparing the returns, defendant relied on both written and oral evidence5 of expenses furnished him by the taxpayer. Rarely, if ever, would the defendant double-check the information given him by the taxpayer by seeking information from a bank or other source concerning the proper amount of taxpayer’s deductions.6
In 1973, an IRS audit of approximately 163 returns which had been prepared by Brown revealed that many contained substantially over-stated deductions.7 Of these returns, 178 were culled out to serve as the basis of the present case.9 The evidence does not reveal whether the IRS agent asked for, or received, supporting documents for deductions claimed by both spouses in each case, or by only one taxpayer of the pair. The evidence also does not reveal the grounds on which the IRS agent disallowed deductions. The evidence does disclose that the agent did not ask whether the taxpayer gave the same or different information to defendant before defendant prepared the audited return.10
[1198]*1198When the case was tried, the Government primarily based its proof on the testimony of one spouse taxpayer for each of the counts (the count witnesses) and on the testimony of the IRS agent who, prior to trial, conducted an audit of most of the returns prepared by Brown. Almost all of the count witnesses11 testified that, with respect to challenged items, their true deductions were less than the figures stated on their returns. In addition, some testified that they did not tell or authorize the defendant to put down the higher figure on the return. In only three counts did the prosecutor inquire about deductible expenses incurred by or known to the non-testifying spouse. The evidence in the other counts does not reveal whether the figures given by the taxpayer include other such expenses incurred by or known to the non-testifying spouse.
The testimony most damaging to the defendant was given by the IRS agent, Adrienne Peacock. Witness Peacock testified that about 160 returns prepared by the defendant had been audited by the IRS and that between 90% and 95% of these returns contained overstated itemized deductions. She did not have a list of the taxpayers, their names, or their records with her, nor did she have access to the documents for the purpose of refreshing her memory before she testified. She did not audit all of the tax returns in question. Because she was testifying solely from her recollection of these audits, the tax returns were not introduced into evidence and the taxpayers concerned (save for the 17 count taxpayers) were not called as witnesses, Peacock was not able to tell why the IRS considered the various deductions to be overstated,12 and was further unable to supply direct proof of the overstatements.13
Upon consideration of all the evidence, including Witness Peacock’s testimony, the jury returned a verdict of guilty as to Counts 3, 7, 8, 9,10,11,12,13,14,15,16 and 17. The Judge sentenced defendant to concurrent terms of three years each for every count except Count 17. For that count, the Judge sentenced defendant to three years probation, to be served after his prison sentence. After being found guilty and sentenced by the Court, the defendant moved for a judgment of acquittal notwithstanding the jury verdict and for a new tri^l. [1199]*1199The Judge denied both motions and this appeal followed.
The Intent Requirement of 26 U.S.C.A. § 7206(2)
In a prosecution under 26 U.S.C.A. § 7206(2), the element of willfulness or intent is usually the most difficult to prove. In the misdemeanor and felony tax evasion statutes (26 U.S.C.A. §§ 7201 to 7207, inclusive), the word “willfully” generally connotes a voluntary, intentional violation of a known legal duty. United States v. Pomponio, 1976, - U.S. -, 97 S.Ct. 22, 50 L.Ed.2d 12; United States v. Bishop, 1973, 412 U.S. 346, 93 S.Ct. 2008, 36 L.Ed.2d 941. Proof of evil motive or bad intent is not required. Pomponio, supra. This showing of willfulness will most often be made by circumstantial evidence,14 see e. g., Spies v. United States, supra; United States v. Burrell, 5 Cir., 1974, 505 F.2d 904; United States v. Jernigan, 5 Cir., 1969, 411 F.2d 471, since direct proof of willfulness, as that term is defined in Pomponio and in Bishop, may not be readily available.
In this case, proof of defendant’s willfulness in preparing materially false and fraudulent returns proved to be the focus of much of the Government’s proof. In part, proof of willfulness was offered through the testimony of the count witnesses by showing cumulatively a repetitious overstatement of deductions by the defendant.15
The Peacock's Tale
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JOHN R. BROWN, Chief Judge:
This case, one of the very few1 in the recorded annals of the 85 year history of the Fifth Circuit, involves not the trials and tribulations, attempted frauds and other derelictions of taxpayers, which are common grist for our mill. Rather, it involves fraud by a tax preparer, one whose Twentieth Century occupation is now almost indispensable to all save those taxpayers who can use, or risk the use of, a short form with standard deductions. In this Bicentennial foray we see the hazards both to the system and to the protection of rights of the public and the individuals concerned. [1197]*1197To be remembered is that it is the fraud or false misstatement of the preparer, not the taxpayer, which counts. Indeed, the tax properly due may be of no, or only secondary, significance.
Defendant-Appellant Amos P. Brown, Sr., a part-time income tax preparer, was convicted by a jury on 12 counts of counseling, procuring and advising the preparation and presentation of fraudulent and false United States Individual Income Tax Returns for others in violation of 26 U.S.C.A. § 7206(2), Internal Revenue Code.2 The District Court subsequently denied Brown’s motions for judgment of acquittal and for new trial and sentenced Brown to 11 concurrent terms of three years each, followed by three years probation. Brown appealed, asserting insufficiency of the evidence, the improper admission of prejudicial evidence, the Trial Court’s failure to investigate possible jury misconduct and ineffective assistance of counsel. We find that the Trial Judge committed plain error by improperly admitting certain evidence which was highly prejudicial to the defendant. Accordingly, we reverse and remand for a new trial.
In A Nutshell
Amos P. Brown, Sr., is a school teacher who has taught in Florida public schools since 1947. His educational background includes a bachelor’s degree in Agricultural Education from Florida A. & M. University and an H. & R. Block course in income tax preparation. Except for the H. & R. Block course, he has had no formal courses in accounting. He has no prior criminal record.
After taking the H. & R. Block course in 1970, he began helping friends and neighbors, most of whom had low incomes and many of whom had little or no formal education,3 prepare their income tax returns.4 In preparing the returns, defendant relied on both written and oral evidence5 of expenses furnished him by the taxpayer. Rarely, if ever, would the defendant double-check the information given him by the taxpayer by seeking information from a bank or other source concerning the proper amount of taxpayer’s deductions.6
In 1973, an IRS audit of approximately 163 returns which had been prepared by Brown revealed that many contained substantially over-stated deductions.7 Of these returns, 178 were culled out to serve as the basis of the present case.9 The evidence does not reveal whether the IRS agent asked for, or received, supporting documents for deductions claimed by both spouses in each case, or by only one taxpayer of the pair. The evidence also does not reveal the grounds on which the IRS agent disallowed deductions. The evidence does disclose that the agent did not ask whether the taxpayer gave the same or different information to defendant before defendant prepared the audited return.10
[1198]*1198When the case was tried, the Government primarily based its proof on the testimony of one spouse taxpayer for each of the counts (the count witnesses) and on the testimony of the IRS agent who, prior to trial, conducted an audit of most of the returns prepared by Brown. Almost all of the count witnesses11 testified that, with respect to challenged items, their true deductions were less than the figures stated on their returns. In addition, some testified that they did not tell or authorize the defendant to put down the higher figure on the return. In only three counts did the prosecutor inquire about deductible expenses incurred by or known to the non-testifying spouse. The evidence in the other counts does not reveal whether the figures given by the taxpayer include other such expenses incurred by or known to the non-testifying spouse.
The testimony most damaging to the defendant was given by the IRS agent, Adrienne Peacock. Witness Peacock testified that about 160 returns prepared by the defendant had been audited by the IRS and that between 90% and 95% of these returns contained overstated itemized deductions. She did not have a list of the taxpayers, their names, or their records with her, nor did she have access to the documents for the purpose of refreshing her memory before she testified. She did not audit all of the tax returns in question. Because she was testifying solely from her recollection of these audits, the tax returns were not introduced into evidence and the taxpayers concerned (save for the 17 count taxpayers) were not called as witnesses, Peacock was not able to tell why the IRS considered the various deductions to be overstated,12 and was further unable to supply direct proof of the overstatements.13
Upon consideration of all the evidence, including Witness Peacock’s testimony, the jury returned a verdict of guilty as to Counts 3, 7, 8, 9,10,11,12,13,14,15,16 and 17. The Judge sentenced defendant to concurrent terms of three years each for every count except Count 17. For that count, the Judge sentenced defendant to three years probation, to be served after his prison sentence. After being found guilty and sentenced by the Court, the defendant moved for a judgment of acquittal notwithstanding the jury verdict and for a new tri^l. [1199]*1199The Judge denied both motions and this appeal followed.
The Intent Requirement of 26 U.S.C.A. § 7206(2)
In a prosecution under 26 U.S.C.A. § 7206(2), the element of willfulness or intent is usually the most difficult to prove. In the misdemeanor and felony tax evasion statutes (26 U.S.C.A. §§ 7201 to 7207, inclusive), the word “willfully” generally connotes a voluntary, intentional violation of a known legal duty. United States v. Pomponio, 1976, - U.S. -, 97 S.Ct. 22, 50 L.Ed.2d 12; United States v. Bishop, 1973, 412 U.S. 346, 93 S.Ct. 2008, 36 L.Ed.2d 941. Proof of evil motive or bad intent is not required. Pomponio, supra. This showing of willfulness will most often be made by circumstantial evidence,14 see e. g., Spies v. United States, supra; United States v. Burrell, 5 Cir., 1974, 505 F.2d 904; United States v. Jernigan, 5 Cir., 1969, 411 F.2d 471, since direct proof of willfulness, as that term is defined in Pomponio and in Bishop, may not be readily available.
In this case, proof of defendant’s willfulness in preparing materially false and fraudulent returns proved to be the focus of much of the Government’s proof. In part, proof of willfulness was offered through the testimony of the count witnesses by showing cumulatively a repetitious overstatement of deductions by the defendant.15
The Peacock's Tale
The Government also introduced the testimony of IRS agent Adrienne Peacock, who testified that between 90% and 95% of about 160 returns prepared by defendant contained overstated itemized deductions.16 [1200]*1200There could be no doubt that her testimony played a substantial part in the jury’s finding that the defendant possessed the intent required by § 7206(2). Of the 17 counts originally brought by the Government, five were dismissed for insufficiency of the evidence. Since the remaining counts did not present particularly strong evidence of willfulness on the part of the defendant17 (although sufficient to place the matter before [1204]*1204the jury), Peacock’s testimony was particularly devastating.
If Peacock’s testimony was admissible, we might affirm this case. See note 31, infra. If the testimony was not admissible, however, we must vacate the conviction and remand for a new trial, in light of the prejudicial nature of the evidence and especially since it permeated all the counts, both probatively weak and strong, and the cumulative effect of numerous counts of repetitive acts could serve to meet the element of willfulness. See note 26, infra.
On this appeal, the Government asserts that Peacock’s testimony was admissible under the rule that evidence
of commission of other crimes closely related in both time and nature to the crime charged may be admitted to establish identity, Halfen v. United States, 5 Cir. 1963, 321 F.2d 556, 558, cert. denied, 1964, 376 U.S. 934, 84 S.Ct. 704, 11 L.Ed.2d 653, guilty knowledge, United States v. Dryden, 5 Cir. 1970, 423 F.2d 1175, 1178, cert. denied, 398 U.S. 950, 90 S.Ct. 1869, 26 L.Ed.2d 290, intent, United States v. Smith, 5 Cir. 1970, 433 F.2d 1266, 1270, cert. denied, 1971, 401 U.S. 977, 91 S.Ct. 1206, 28 L.Ed.2d 328, motive, Huff v. United States, 5 Cir. 1959, 273 F.2d 56, 60, or a common scheme, plan, design or system of criminal activity of which the crime charged is a part, United States v. Sutherland, 5 Cir. 1970, 428 F.2d 1152, 1156.
United States v. Broadway, 5 Cir., 1973, 477 F.2d 991, 994.
We conclude, however, that Peacock’s testimony was inadmissible under Broadway (as well as its modern counterpart, F.R. Evid. 403 and 404(b)), and, more important, was independently inadmissible under the hearsay rule. Because the ultimate underlying defect in Peacock’s testimony was its hearsay character, we proceed to a discussion of that issue first.
Hearsay
This trial, conducted after July 1, 1975, was governed by the federal rules of Evidence. Under F.R.Evid. 801, hearsay is defined as “a statement, other than one made by the declarant while testifying at the trial or hearing, offered in evidence to prove the truth of the matter asserted.”18
In this case, Peacock’s testimony that between 90% and 95% of the returns she audited contained substantially overstated itemized deductions was introduced for the sole purpose of proving, circumstantially, the “willfulness” requirement of § 7206(2). In order to arrive at the conclusion that the deductions in these returns were overstated, Peacock’s perusal of the 160 tax returns was not sufficient, since the returns obviously do not show on their face which deductions are overstated. The record shows that Peacock must have gotten her “proof” of the overstatements through conversations with each of the taxpayers audited. Presumably, the proof consisted either of statements by these taxpayers to Peacock that they all gave different information to the defendant tax preparer than defendant put down on their returns, or that they [1205]*1205were unable to substantiate their deductions, because they did not have any (or had inadequate) supporting records. The proof might also have consisted of the fact that the IRS had legitimate disagreements with all or some of the deductions claimed. However, a prerequisite to this form of proof would be the initial conversation between Peacock and each taxpayer, so that Peacock could determine the bases for the deductions claimed.
The point to be emphasized, therefore, is that the information obtained by Peacock from the out-of-court statements made by the 160 taxpayers whose returns she audited, was absolutely vital to her ultimate in-court conclusion that between 90% and 95% of the 160 returns she audited contained substantially overstated itemized deductions. Because her testimony had to have been based directly on the out-of-court statements of these taxpayers, defendant had no opportunity to test their ultimate assumptions through cross-examination. He obviously could not cross-examine the taxpayers concerned, because they were not in court. He could not even cross-examine Peacock adequately, because she did not have with her any of the records of conversations she had had with these taxpayers, but was testifying solely from memory, in the most general, amorphous terms. Thus, the jury had no way to examine the trustworthiness of Peacock’s testimony, because it could not examine the statements of the declarant taxpayers or others on which Peacock’s testimony was directly and substantially founded. Given the rationale of the hearsay rule,19 a clearer case of hearsay testimony would be difficult to imagine.20
Nor is her testimony admissible under any of the exceptions to the hearsay rule. This is not a recorded recollection (F.R.Evid. 803(5)), a record of regularly conducted activity21 (F.R.Evid. 803(6)), or a [1206]*1206public record or report (F.R.Evid. 803(8)). It was the mere unrefreshed, sometimes borrowed, memory of a witness testifying on the basis of what she had been told by others. Furthermore, there can be no doubt that Peacock’s testimony was extremely prejudicial to defendant. See note 17, supra. Thus, because of the hearsay problem raised by Peacock’s testimony, we would reverse and remand this case, even if her testimony was otherwise admissible under the Broadway standard.22
“Other Crimes” Evidence
F.R.Evid. 404(b) provides that “Evidence of other crimes, wrongs, or acts is not admissible to prove the character of a person in order to show that he acted in conformity therewith. It may however, be admissible for other purposes, such as proof of motive, opportunity, intent, preparation, plan, knowledge, identity, or absence of mistake or accident.”23
Rule 404(b) is subject, of course, to the strictures of Rule 403, which provides that, “Although relevant, evidence may be excluded if its probative value is substantially outweighed by the danger of unfair prejudice, confusion of the issues, or misleading the jury, or by considerations of undue delay, waste of time, or needless presentation of cumulative evidence.”
We do not today decide the extent to which these new evidentiary rules alter the common law rules set forth in Broadway and its ilk.24 However, giving F.R.Evid. [1207]*1207404(b) its most liberal interpretation, Peacock’s testimony would be inadmissible as “evidence of other crimes, wrongs, or acts” without, at a minimum, proof that the returns testified to contained substantially overstated itemized deductions, for it is exactly that proof which constitutes the evidence of other crimes. In order to get this proof, Peacock must necessarily25 have relied upon information given her in out-of-court conversations with the taxpayers whose returns she audited. As we have already shown, her testimony as to these out-of-court statements by out-of-court declarants constituted inadmissible hearsay. Because of its infection as inadmissible hearsay, her testimony was also inadmissible under F.R.Evid. 404(b), because her testimony did not contain admissible evidence of other crimes, wrongs, or acts.
Plain Error
It is the Government’s position that, even if the District Court erred in admitting Peacock’s testimony, we should not vacate the conviction because defendant failed to object. This Court, however, can recognize plain errors or defects affecting substantial rights even if there is no timely objection at trial. F.R.Crim.P. 52(b). See, e.g., United States v. Morales, 5 Cir., 1973, 477 F.2d 1309, 1315; United States v. Collins, 5 Cir., 1972, 472 F.2d 1017, 1018; United States v. Garber, 5 Cir., 1972, 471 F.2d 212, 217; United States v. Jacquillon, 5 Cir., 1972, 469 F.2d 380, 386. As the name implies, plain errors “are those involving serious deficiencies which affect the fairness, integrity or public reputation of the judicial proceedings or which constitute obvious error.”26 United States v. Collins, supra, at 1018; United States v. Jacquillon, supra, at 386. Such a strict standard “is necessary in order to promote efficient judicial administration and to prevent parties from gambling for favorable verdicts and then resorting to appeal on errors that might have easily been corrected by objection at trial.” [1208]*1208Id.27 Whether or not we will take notice of an error not raised below ultimately “must depend on the facts of the particular case.” United States v. Morales, 5 Cir., 1973, 477 F.2d 1309, 1315.
No matter which of the commonly used definitions of plain error is applied, we have no difficulty in finding that the admission of Peacock’s testimony meets the standard required. First, the error of its admission was obvious and manifest in two different ways. First, it was hearsay of the rankest kind and it was independently inadmissible under F.R.Evid. 404(b) and 403. Second, the admission of the testimony that 90% to 95% of the returns prepared by defendant contained substantially overstated deductions was severely prejudicial to the defendant. See note 17, supra. The instruction given by the Trial Judge immediately after Peacock’s testimony (see note 16, supra) could not have removed the prejudice and unfairness resulting from the admission of this testimony. No other instruction was given. See note 16, supra. From our finding that the admission of the testimony was error, that the error was obvious, that it substantially prejudiced the defendant, and that that prejudice was not removed by a cautionary instruction, we conclude that the admission of Peacock’s testimony was plain error necessitating reversal and remand for a new trial. See note 32, infra.
Odds and Ends
Sufficiency of Evidence
In reviewing the record in this case, we have determined that, were the trial otherwise free of error, the evidence in at least some of the counts would have been sufficient to sustain the jury’s verdict of guilty as to those counts,28 under the Glasser29 and Warner30 standards of review. As a reverse twist of the concurrent sentence doctrine 31 and the fact that the case has to be retried, we do not further examine the sufficiency as to each count.32 Ben[1209]*1209ton v. Maryland, 1969, 395 U.S. 784, at 791, 89 S.Ct. 2056, at 2061, 23 L.Ed.2d 707 at 714.
More Hearsay
Defendant complains of the admission of certain evidence. In response to a request by the prosecutor, one of the count witnesses read from his prior statement, given under oath to an IRS agent: “I went to Mr. Brown because everyone else I knew were [sic] going to him and they were getting big refunds.” R. IV at 122. Defendant complains that this was prejudicial hearsay and violated the defendant’s right of confrontation and that the admission of this testimony was plain error. Under the F.R.Evid. 802 definition of hearsay, we agree with defendant’s contention that this statement at least in part was hearsay.33 The assertion for which the statement was offered to prove was that the defendant was getting big refunds for other people — a fact not shown by the statement to have been within the witness’s knowledge. Although defendant did not object to the introduction of this testimony when it was introduced at trial, we have discussed it in the light of a new trial since standing alone this would not elevate to a reversible plain error.
Defendant also claims that the District Court committed plain error in admitting evidence (without objection) of the fact that defendant refused to give certain information to an IRS Special Agent during an informal, non-custodial visit by the agent.34 In United States v. Hale, 1975, 422 U.S. 171, 95 S.Ct. 2133, 45 L.Ed.2d 99 and in Doyle v. Ohio, 1976, 426 U.S. 610, 96 S.Ct. 2240, 49 L.Ed.2d 91, the Supreme Court labeled as error the prosecution’s comment on defendant’s silence during custodial interrogation, after defendant had been given his Miranda warnings. Hale grounded its opinion in the supervisory power of the Supreme Court over the lower federal courts. Doyle grounded its opinion in the Due Process clause of the Fourteenth Amendment. The Supreme Court’s recent decision in Beckwith v. United States, 1976, 425 U.S. 341, 96 S.Ct. 1612, 48 L.Ed.2d 1, convinces us that the interrogation conducted in this case should not be considered a custodial interrogation, at least for the purpose of determining whether defendant’s affirmative statements during a criminal tax investigation/interrogation could later [1210]*1210be introduced into evidence against him. None of the three decisions, however, reveal whether it would be error, constitutional or otherwise, for a District Court to admit evidence of defendant’s silence or express refusal to answer on Fifth Amendment grounds during a non-custodial criminal tax investigation/interrogation. An additional complicating factor is the Miranda -like statement given by the IRS Special Agent prior to the non-custodial interview.35 In light of our disposition of this case on other grounds, we need not enter this particular legal thicket. This is especially so in the light of the impending new trial at which this marginally probative testimony with its built-in risks — constitutional, fairness, prejudice — will not likely be offered.
Ineffective Assistance Of Counsel
Defendant argues that he was denied reasonably effective assistance of counsel and that his conviction should be reversed for that reason. In light of the fact that we are vacating defendant’s conviction and remanding for a new trial on other and ample grounds, we need not and do not pass on this. It is evident from the quality of his performance here and on argument that his present counsel will leave no stone unturned. Indeed he will probably construct some new ones.
The judgment of conviction against defendant is reversed, and the case remanded for new trial on all counts.
REVERSED and REMANDED.