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Subject: Competition Launch: ARC Prize 2026
From: Kaggle <no-reply@kaggle.com>
To: alvarochf@traceseis.com
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Kaggle


Hi Alvaro Chaveste,

Real intelligence isn't about memorizing answers - it's knowing what to do  
when the problem changes. Today's AI systems excel at what they were  
trained to do, but often fall short when faced with something unfamiliar.  
Most benchmarks reward pattern recognition, not genuine problem-solving.

ARC Prize 2026, in partnership with ARC Prize Foundation, challenges you to  
build adaptive AI through three connected competitions in the ARC  
environment. Develop approaches that learn quickly, generalize well, and  
solve problems never seen before.


ARC-AGI-2: Predict outputs for novel reasoning tasks your system has never  
encountered.

ARC-AGI-3: Tackle a harder interactive benchmark requiring exploration and  
multi-step reasoning, with H100 GPUs and milestone checkpoints in June and  
September.

Paper Track: Contribute qualitative insights and novel approaches that  
advance our understanding of generalization.


Total Prizes:

$2,000,000


Entry Deadline:

October 26, 2026

Compete in one or all three ARC Prize 2026 competitions to help move AI  
closer to systems that learn like people do: flexible, efficient, and ready  
for new challenges.

Good luck,

Walter Reade
Kaggle Data Scientist


Kaggle, Inc 1600 Amphitheatre Pkwy Mountain View, CA 94043

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                      <img alt=3DKaggle border=3D0 src=3Dhttps://storage.go=
ogleapis.com/kaggle-media/Images/Kaggle_Blue.png alt=3D"=E2=80=9CKaggle=E2=
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                             =20
                       =20

                              <p style=3D"
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                                  color: #3c4043;
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                                ">
                                Hi Alvaro Chaveste,
                              </p>
                           <p style=3D"
                                  font-family: &#39;Inter&#39;, sans-serif;
                                  font-weight: 500;
                                  font-size: 16px;
                                  color: #3c4043;
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                                ">Real intelligence isn=E2=80=99t about mem=
orizing answers - it=E2=80=99s knowing what to do when the problem changes.=
 Today=E2=80=99s AI systems excel at what they were trained to do, but ofte=
n fall short when faced with something unfamiliar. Most benchmarks reward p=
attern recognition, not genuine problem-solving. =20
<br>
<br>
ARC Prize 2026, in partnership with ARC Prize Foundation, challenges you to=
 build adaptive AI through three connected competitions in the ARC environm=
ent. Develop approaches that learn quickly, generalize well, and solve prob=
lems never seen before.=20

                      =20
</p>
<ul style=3D"
                                  font-family: &#39;Inter&#39;, sans-serif;
                                  font-weight: 500;
                                  font-size: 16px;
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<li> <a href=3Dhttps://c.gle/ADMV5J-IpVU0chALsABMsZZzFVyuZpqZ9R6YTvC8sCiLn_=
OeJWInmudMJx_rSA0-4ZhV0WCnQJLepBS9JycbHPO78wV1hyWs_1u4ZVxO7InSnliQbOc7_n55c=
q1gSSnF1TYZgzgOk4Dol051AipieyxXGpwyCde0lEf08tGbfvZ72tW4j6Ys9KD73O7EICskUdNN=
hCp-FxAVVFc4dkYc6CpVkndStoH9CpzsUwPElvIzWd4YkIMokY96CkqEl_aUQ1AnxgbtOF6fAyH=
4Txc target=3D_blank>ARC-AGI-2</a>: Predict outputs for novel reasoning tas=
ks your system has never encountered.=20
<br>
<li> <a href=3Dhttps://c.gle/ADMV5J-Ap9U-6ngF9TBYLnaOGBjD5Zr9CWDE27bb_Btj3B=
xT7Nr7cH0w8UMCrqbX-S3doBSd8c0On1Z0XKvWDbLERAY2xH4V9VJJY1sEywDhQfquuiXxLz5et=
umrfsCPjVz18ZoSwpne_mKjpIVmbD6Moq2EPw_NKvaQIhc77frYDBUiqqxI5hT_7G-_KyBriPEM=
NVHX5YVu7l5_GUw0jnadStOzcZLcvzVTvzKYR-aDb--vV-3CYVP5-XeMlkFNRzUkT6ThRxDVylq=
Mm7o target=3D_blank>ARC-AGI-3</a>: Tackle a harder interactive benchmark r=
equiring exploration and multi-step reasoning, with H100 GPUs and milestone=
 checkpoints in June and September.
<br>
<li> <a href=3Dhttps://c.gle/ADMV5J_RWl0NiYX_hNvQxP6e8nD4OXEN7tPcvTJ3Rt8N7m=
HRB_a-mqp_ExNb7WgA8kC9ajZoOpnAGSEYHrP-UNDIggm-yDL5pA9UeyrmiM97526BCmEhRvVIE=
-GGR5j50z2pjTtl1KUIRwibuCZtKqNlg3diyHTHYs0exNVUiwNW4EhzbwdoPnkKO_df99DmbB3Y=
XuSKN79cZCwgcUPbqhMiVsZagpL8b_9MNMoInGa6AXVvhgvJlkTNa67cjQEh9dYuuolk7RE1P_c=
hlRu8bSeZZQYLDO914omg target=3D_blank>Paper Track</a>: Contribute qualitati=
ve insights and novel approaches that advance our understanding of generali=
zation.


</ul>

=20
</p>
      =20
                 =20
   =20
                           =20
                            </td>
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             =20
   =20
            =20
               =20


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                            font-family: &#39;Inter&#39;, sans-serif;
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                            letter-spacing: -0.01px;
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                          ">
                          Total Prizes:
                        </h3>
                        <p style=3D"
                            font-family: &#39;Inter&#39;, sans-serif;
                            font-weight: 500;
                            font-size: 16px;
                            color: #3c4043;
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                          ">
$2,000,000                     </p>
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                        ">
                        <h3 style=3D"
                            font-family: &#39;Inter&#39;, sans-serif;
                            font-weight: 700;
                            font-size: 16px;
                            color: #202124;
                            letter-spacing: -0.01px;
                            text-align: center;
                            margin: 20px 0 0 0;
                            line-height: 20px;
                          ">
                          Entry Deadline:
                        </h3>
                        <p style=3D"
                            font-family: &#39;Inter&#39;, sans-serif;
                            font-weight: 500;
                            font-size: 16px;
                            color: #3c4043;
                            letter-spacing: -0.02px;
                            line-height: 24px;
                          ">October 26, 2026 =20


            =20
                  <tr bgcolor=3D#FFFFFF>
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x">
 <p style=3D"
                          font-family: &#39;Inter&#39;, sans-serif;
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                          font-size: 16px;
                          padding-bottom: 40px;
                          color: #3c4043;
                          letter-spacing: -0.02px;
                          line-height: 24px;
                        ">

Compete in one or all three ARC Prize 2026 competitions to help move AI clo=
ser to systems that learn like people do: flexible, efficient, and ready fo=
r new challenges.

<br><br>
Good luck,
<br>
<br>Walter Reade
=20


<br>
Kaggle Data Scientist

                      </p>
                    </td>
                  </tr>


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                          color: #5f6368;
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                        ">
                        Kaggle, Inc 1600 Amphitheatre Pkwy Mountain View, C=
A
                        94043
                      </p>
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                          font-family: &#39;Inter&#39;, sans-serif;
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                        ">
                        This email was sent to alvarochf@traceseis.com beca=
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pdates
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