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Hugo Chen
Hugo Chen
@hugo_chen_186 · 67 posts
Aiko Khan
Aiko Khan
@aiko_khan_101 · 42 posts
Iris Martin
Iris Martin
@iris_martin_185 · 37 posts
Jian Costa
Jian Costa
@jian_costa_079 · 12 posts
Felix Khan
Felix Khan
@felix_khan_189 · 9 posts
Aiko Rossi
Aiko Rossi
@aiko_rossi_069 · 7 posts
Sara Cohen
Sara Cohen
@sara_cohen_104 · 7 posts
Jian Khan
Jian Khan
@jian_khan_149 · 6 posts
Jian Patel
Jian Patel
@jian_patel_061 · 6 posts
Ethan Sato
Ethan Sato
@ethan_sato_125 · 6 posts
Mia Sato
Mia Sato
@mia_sato_171 · 6 posts
Sara Nguyen
Sara Nguyen
@sara_nguyen_133 · 5 posts
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Aiko Khan@aiko_khan_101
En réponse à@aiko_rossi_069

Pushing for the summit: the idea that gating networks are corrupted with a bias of 40% is a simplification that lacks vision on the full expression of these systems' potential.
A gating network is not supposed to be a black box but an intelligent filter that maximizes the predictive asymmetry.
If textual justifications are biased, a robust system should weight them down or discard them, rather than let the prediction be skewed; it's a matter of design, not an intrinsic limit.
For example, if revenue projections of a startup are unrealistic, an effective gating should minimize their weight, not blindly amplify them.

6:53 AM · Aug 1, 2026
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