IDS DISCOVERY FUND INC
N-30D, 1999-10-07
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AXP(SM)
Discovery
Fund

1999 annual report
(PROSPECTUS ENCLOSED)


The goal of AXP Discovery Fund is to provide
shareholders with long-term growth of capital.
The Fund primarily invests in securities of
small- and medium-sized companies.

(This annual report includes a prospectus that
describes in detail the Fund's objective, investment
strategy, risks, sales charges, fees and other
matters of interest. Please read the prospectus
carefully before you invest or send money.)

Distributed by American Express Financial Advisors Inc.

AMERICAN EXPRESS Financial Advisors (logo)

<PAGE>

Your Piece of
the Future

Glance  through  current  business  magazine  and  newspaper   articles  on  the
fastest-growing  companies in America -- and you'll find many of the stocks that
Discovery  Fund  owns.  The  Fund  seeks  small-  to  medium-sized  firms at the
forefront of rapidly growing markets or industries.  From high-tech companies in
computer  networking or biotechnology to firms that have found new ways to make,
manage or market traditional products and services, these are the companies that
are creating jobs and reshaping U.S. industry today.

AXP DISCOVERY FUND           (This annual report is not part of the prospectus.)

<PAGE>

Table of Contents

1999 ANNUAL REPORT
The purpose of this annual report is to tell investors how the Fund performed.

From the Chairman                         4
From the Portfolio Manager                4
Fund Facts                                6
The 10 Largest Holdings                   7
Making the Most of the Fund               8
The Fund's Long-term Performance          9
Independent Auditors' Report             11
Financial Statements                     12
Notes to Financial Statements            15
Investments in Securities                23
Federal Income Tax Information           30

1999 PROSPECTUS
The prospectus,  which is bound into the middle of this annual report, describes
the Fund in detail.

The Fund                               3p
Goal                                   3p
Investment Strategy                    3p
Risks                                  5p
Past Performance                       6p
Fees and Expenses                      8p
Management                             9p
Buying and Selling Shares              9p
Valuing Fund Shares                    9p
Investment Options                    10p
Purchasing Shares                     11p
Sales Charges                         14p
Exchanging/Selling Shares             18p
Distributions and Taxes               23p
Personalized Shareholder
  Information                         25p
About the Company                     26p
Quick Telephone Reference             28p
Financial Highlights                  29p

(This annual report is not part of the prospectus.)        ANNUAL REPORT - 1999

<PAGE>

(picture of) Arne H. Carlson
Arne H. Carlson
Chairman of the board

From the Chairman
American Express(R) Funds held shareholder  meetings in June 1999.  Shareholders
approved all of the proposals advanced by management.  Among the proposals were:

o The election of Board  members and the  selection  of KPMG LLP as  independent
  auditors.
o Change in the Fund name from "IDS" to "AXP."
o A new  shareholder  service and distribution plan.
o Changes with respect to fundamental investment policies.

No other business was presented at the meeting,  which was concluded by a report
to shareholders  from the Investment  Department of American  Express  Financial
Corporation.

Thanks to all of you for your effort in reviewing the proxy  material and voting
your proxies.



Arne H. Carlson


(picture of) Kurt Winters
Kurt Winters
Portfolio manager

From the Portfolio Manager
AXP  Discovery  Fund  overcame a severe  downturn at the start to  conclude  the
fiscal year with positive results. For the 12 months -- August 1998 through July
1999 -- the total return for the Fund's Class A shares was 5.45%.

The period began with the U.S. stock market being buffeted by powerful ill winds
from abroad. The principal sources were Asia, Russia and parts of Latin America,
whose economic problems cast increasing doubt on American  companies' ability to
sustain profits from those and other foreign  markets.  The heavy  stock-selling
that resulted finally  subsided by the end of August,  but by that time the Fund
was down approximately 23%.

AXP DISCOVERY FUND           (This annual report is not part of the prospectus.)

<PAGE>

But, with the remarkable  resilience that has been its hallmark in recent years,
the  stock  market  soon got back on its  feet  and,  with  support  from  three
reductions  in  short-term  interest  rates by the Federal  Reserve,  set out to
reclaim  the lost  ground.  The  advance  continued  until  spring,  when rising
interest rates finally snuffed out the rally.

SMALL-CAPS SHOW SOME STRENGTH
The market's gains were again led by large-capitalization growth stocks, a trend
that has worked  against the Fund in recent years.  Late in the period,  though,
small and mid-cap stocks showed occasional signs of strength, as investors began
to worry about the sky-high prices carried by the market's leaders.

Much  of  the  credit  for  the  Fund's   comeback   during  the  year  went  to
technology-related  stocks,  which comprised the largest investment area for the
Fund. The consumer group,  which includes health care, food and retailing,  also
comprised  a  substantial  portion  of assets and made a solid  contribution  to
performance during the rebound.

Overall,  I avoided  stocks of companies  with strong  business  ties to foreign
markets  and  emphasized  high-quality,   domestically  focused  companies  with
consistent earnings growth and relatively low stock prices.

As the new fiscal year begins, the investment environment is different from what
it was  several  months  ago.  While the  economy  continues  to roll  along and
inflation has yet to accelerate,  long-term  interest rates have risen steadily,
causing  periodic  jitters in the stock  market.  Should  stocks  find the going
tougher in the months ahead,  I think the Fund will fare  relatively  well given
its emphasis on reasonably priced stocks rather than the vulnerable high-fliers.



Kurt Winters

(This annual report is not part of the prospectus.)        ANNUAL REPORT - 1999

<PAGE>

Fund Facts

Class A -- 12-month performance
(All figures per share)

Net asset value (NAV)
July 31, 1999                                            $11.04
July 31, 1998                                            $11.18
Decrease                                                 $ 0.14

Distributions -- Aug. 1, 1998 - July 31, 1999
From income                                              $ 0.17
From capital gains                                       $ 0.54
Total distributions                                      $ 0.71
Total return*                                             +5.45**

Class B -- 12-month performance
(All figures per share)

Net asset value (NAV)

July 31, 1999                                            $10.65
July 31, 1998                                            $10.90
Decrease                                                 $ 0.25

Distributions -- Aug. 1, 1998 - July 31, 1999
From income                                              $ 0.17
From capital gains                                       $ 0.54
Total distributions                                      $ 0.71
Total return*                                            +4.65%**

Class Y -- 12-month performance
(All figures per share)

Net asset value (NAV)
July 31, 1999                                            $11.07
July 31, 1998                                            $11.20
Decrease                                                 $ 0.13

Distributions -- Aug. 1, 1998 - July 31, 1999
From income                                              $ 0.17
From capital gains                                       $ 0.54
Total distributions                                      $ 0.71
Total return*                                            +5.55%**

*The  prospectus  discusses the effect of sales charges,  if any, on the various
classes.

**The  total  return  is  a  hypothetical   investment  in  the  Fund  with  all
distributions reinvested.

AXP DISCOVERY FUND           (This annual report is not part of the prospectus.)

<PAGE>

The 10 Largest Holdings

                                     Percent                     Value
                                 (of net assets)         (as of July 31, 1999)
 Metris Companies                       7.12%                $70,762,500
 Dura Automotive Systems Cl A           4.30                  42,775,000
 Sunrise Assisted Living                3.95                  39,243,750
 Papa John's Intl                       3.89                  38,643,750
 Intermedia Communications              3.88                  38,587,500
 Jacobs Engineering Group               3.63                  36,077,605
 Allied Waste Inds                      3.53                  35,058,844
 Finova Group                           3.19                  31,764,063
 Aviation Sales                         3.13                  31,100,000
 U.S. Foodservice                       2.99                  29,706,250

For further detail about these  holdings,  please refer to the section  entitled
"Investments in Securities."

(icon of) pie chart
The 10 holdings listed here
make up 39.61% of net assets

(This annual report is not part of the prospectus.)        ANNUAL REPORT - 1999

<PAGE>

Making the Most of the Fund

BUILD YOUR ASSETS SYSTEMATICALLY
One of the best  ways to  invest in the Fund is by  dollar-cost  averaging  -- a
time-tested  strategy  that  can make  market  fluctuations  work  for  you.  To
dollar-cost  average,  simply invest a fixed amount of money  regularly.  You'll
automatically  buy more shares when the Fund's share price is low,  fewer shares
when it is high. The chart below shows how dollar-cost averaging works. In these
three  hypothetical   scenarios,   you  will  see  six  months  of  share  price
fluctuations.

This strategy  does not ensure a profit or avoid a loss if the market  declines.
But, if you can continue to invest regularly  through changing market conditions
even when the price of your  shares  fall or the market  declines,  it can be an
effective way to accumulate shares to meet your long-term goals.

How dollar-cost averaging works

       Jan  Feb  Mar  Apr  May  Jun
$15                   $16  $18  $20
$10    $10  $12  $14
$ 5

Accumulated shares*       Average market           Your average
                          price per share          cost per share

      42.25                    $15                    $14.20
- -------------------------------------------------------------------------------

       Jan  Feb  Mar  Apr  May  Jun
$15
$10    $10                      $10
$ 5         $8   $5   $5   $8

Accumulated shares*       Average market           Your average
                          price per share          cost per share

      85.0                     $7.66                  $7.05
- -------------------------------------------------------------------------------

       Jan  Feb  Mar  Apr  May  Jun
$15
$10    $10  $8   $6             $7
$ 5                   $4   $4

Accumulated shares*       Average market           Your average
                          price per share          cost per share

     103.5                    $6.50                    $5.80
- -------------------------------------------------------------------------------
$100 invested per month. Total invested: $600.

*Shares purchased is determined by dividing the amount invested per month by the
current share price.

THREE WAYS TO BENEFIT FROM A MUTUAL FUND:
o your shares increase in value when the Fund's investments do well
o you  receive  capital  gains  when the gains on  investments  sold by the Fund
  exceed losses
o you receive income when the Fund's stock dividends, interest and short-term
  gains exceed its expenses.  All three make up your total return.  You
  potentially can increase your  investment if, like most investors,  you
  reinvest your dividends and capital gain  distributions  to buy additional
  shares of the Fund or another fund.

AXP DISCOVERY FUND           (This annual report is not part of the prospectus.)

<PAGE>

The Fund's Long-term Performance

How your $10,000 has grown in AXP Discovery Fund

$50,000


$40,000


                                             S&P 500
                                             Stock Index
$30,000
                                                                      $29,939
                                                              AXP Discovery Fund
                                                                        Class A
                                        Lipper Small Cap
                                        Fund Index
$20,000


$10,000


$9,500

'89    '90    '91     '92     '93     '94     '95    '96     '97    '98    '99


 Average annual total return (as of July 31, 1999)
               1 year    5 years          10 years      Since inception*
 Class A       +0.17%    +12.54%           +11.59%               --%
 Class B       -0.24%        --%               --%           +12.25%
 Class Y       +5.55%        --%               --%           +13.54%
*Inception date was March 20, 1995.

Assumes:  Holding  period from 8/1/89 to 7/31/99.  Returns do not reflect  taxes
payable  on   distributions.   Reinvestment  of  all  income  and  capital  gain
distributions for the Fund, with a value of $16,400. Also see "Past Performance"
in the Fund's current prospectus.

On the graph  above you can see how the  Fund's  total  return  compared  to two
widely cited  performance  indexes,  Standard & Poor's 500 Index (S&P 500 Index)
and the Lipper Small Cap Fund Index.  In comparing AXP Discovery  Fund (Class A)
to the two  indexes,  you  should  take into  account  the fact that the  Fund's
performance  reflects the maximum sales charge of 5%, while such charges are not
reflected in the performance of the indexes.

Your investment and return values fluctuate so that your shares,  when redeemed,
may be worth more or less than the original  cost.  Average  annual total return
figures reflect the impact of the applicable sales charge up to a maximum of 5%.
This was a period of widely fluctuating  security prices. Past performance is no
guarantee of future results.

(This annual report is not part of the prospectus.)        ANNUAL REPORT - 1999

<PAGE>

The S&P 500 Index,  an unmanaged list of common stocks,  is frequently used as a
general measure of market  performance.  The index reflects  reinvestment of all
distributions and changes in market prices, but excludes  brokerage  commissions
or other fees. However, the S&P 500 companies may be generally larger than those
in which the Fund invests.

The  Lipper  Small  Cap Fund  Index,  an  unmanaged  index  published  by Lipper
Analytical  Services,  Inc., includes 30 funds that are generally similar to the
Fund,  although some funds in the index may have somewhat  different  investment
policies or objectives..

AXP DISCOVERY FUND          (This annual report is not part of the prospectus.)

<PAGE>

The  financial   statements   contained  in  Post-Effective   Amendment  #37  to
Registration  Statement No.  2-72174 filed on or about  September 28, 1999,  are
incorporated herein by reference.

<PAGE>

Federal Income Tax Information
The  Fund is  required  by the  Internal  Revenue  Code  of  1986  to  tell  its
shareholders  about the tax treatment of the dividends it pays during its fiscal
year. The dividends listed below are reported to you on Form 1099-DIV, Dividends
and  Distributions.  Shareholders  should consult a tax advisor on how to report
distributions for state and local tax purposes.

AXP Discovery Fund, Inc.
Fiscal year ended July 31, 1999

Class A

Income distribution taxable as dividend income, none qualifying for deduction by
corporations.

Payable date                            Per share

Dec. 23, 1998                            $0.16958

Capital gain distribution taxable as long-term capital gain.

Payable date                            Per share

Dec. 23, 1998                            $0.54112
Total distributions                      $0.71070

The  distributions  of $0.71073 per share,  payable Dec. 23, 1998,  consisted of
$0.16958  from net  short-term  capital  gains and $0.54112  from net  long-term
capital gains.

AXP DISCOVERY FUND          (This annual report is not part of the prospectus.)

<PAGE>

Class B

Income distribution taxable as dividend income, none qualifying for deduction by
corporations.

Payable date                            Per share

Dec. 23, 1998                            $0.16958

Capital gain distribution taxable as long-term capital gain.

Payable date                            Per share

Dec. 23, 1998                            $0.54112
Total distributions                      $0.71070

The  distributions  of $0.71073 per share,  payable Dec. 23, 1998,  consisted of
$0.16958  from net  short-term  capital  gains and $0.54112  from net  long-term
capital gains.

Class Y

Income distribution taxable as dividend income, none qualifying for deduction by
corporations.

Payable date                            Per share

Dec. 23, 1998                            $0.16958

Capital gain distribution taxable as long-term capital gain.

Payable date                            Per share

Dec. 23, 1998                            $0.54112
Total distributions                      $0.71070

The  distributions  of $0.71073 per share,  payable Dec. 23, 1998,  consisted of
$0.16958  from net  short-term  capital  gains and $0.54112  from net  long-term
capital gains.

(This annual report is not part of the prospectus.)        ANNUAL REPORT - 1999

<PAGE>


                                                              S-6457 N (9/99)
AXP Discovery Fund
IDS Tower 10
Minneapolis, MN 55440-0010

AMERICAN EXPRESS Financial Advisors (logo)

<PAGE>

STATEMENT OF DIFFERENCES

Difference                                       Description

1)   The layout is different                     1)  Some of the layout in the
     throughout the annual report.                   annual report to
                                                     shareholders is in two
                                                     columns.

2)   There are pictures, icons                   3)  Each picture, icon and
     and graphs throughout the                       graph is described in
     annual report.                                  parentheses.






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