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Newsletter #5 | Notes on Improving AI Performance
Hi AI innovators,
Jun 20
•
Jahnavi Jambholkar
,
Nazneen Rajani
, and
Soumyadeep Bakshi
1
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Newsletter #5 | Notes on Improving AI Performance
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May 2025
Gaming the System: Goodhart’s Law Exemplified in AI Leaderboard Controversy
How the race to the top in AI benchmarks is leading to specialized optimization at the expense of real-world performance
May 15
•
Jahnavi Jambholkar
,
Nazneen Rajani
, and
Soumyadeep Bakshi
2
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Gaming the System: Goodhart’s Law Exemplified in AI Leaderboard Controversy
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Judges as Data curators cut Post-training Time to Half
ServiceNow x Collinear
May 14
•
Nazneen Rajani
,
Meghana A Rajeev
, and
Tsach Mackey
3
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Judges as Data curators cut Post-training Time to Half
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Newsletter #4 | Notes on Improving AI Performance
A deep dive into how leading companies are deploying AI agents reliably in production
May 7
•
Jahnavi Jambholkar
,
Nazneen Rajani
, and
Soumyadeep Bakshi
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Newsletter #4 | Notes on Improving AI Performance
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April 2025
From worlds best pros to AI personas: The MasterClass journey
MasterClass has redefined personalized learning by providing access to the world's best minds – from culinary master Gordon Ramsay to fashion icon Anna…
Apr 22
•
Jahnavi Jambholkar
,
Nazneen Rajani
, and
Soumyadeep Bakshi
2
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From worlds best pros to AI personas: The MasterClass journey
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Issue #3 | Notes on Improving AI Performance
A deep dive into how leading companies are deploying AI agents reliably in production
Apr 15
•
Jahnavi Jambholkar
,
Nazneen Rajani
, and
Soumyadeep Bakshi
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Collinear AI’s Blog
Issue #3 | Notes on Improving AI Performance
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March 2025
Issue #2 | Notes on Improving AI Performance
A deep dive into how leading companies are deploying AI agents reliably in production
Mar 24
•
Nazneen Rajani
,
Jahnavi Jambholkar
, and
Soumyadeep Bakshi
2
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Issue #2 | Notes on Improving AI Performance
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The Limitations of AI Evaluations
Why Enterprises Need a New Approach
Mar 18
•
Jahnavi Jambholkar
,
Soumyadeep Bakshi
, and
Nazneen Rajani
1
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The Limitations of AI Evaluations
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February 2025
The AI Safety Gap
Why Traditional Models Fail in Modern Enterprises
Feb 26
•
Soumyadeep Bakshi
and
Nazneen Rajani
4
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The AI Safety Gap
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Issue #1 | Notes on Improving AI Performance
A behind-the-scenes look at building enterprise-grade, reliable AI, at scale
Feb 12
•
Soumyadeep Bakshi
1
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Issue #1 | Notes on Improving AI Performance
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January 2025
Taming AI Agents: Why Your Butler Needs a Babysitter
They’re everywhere!!!
Jan 27
•
Meghana A Rajeev
,
Nazneen Rajani
, and
Soumyadeep Bakshi
7
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Taming AI Agents: Why Your Butler Needs a Babysitter
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December 2024
Collinear-Guard: Where Customization Meets Precision for Fine-Grained Evaluation and Feedback
Overview
Dec 9, 2024
•
Prapti Trivedi
,
Aditya Gulati
, and
Nazneen Rajani
6
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Collinear-Guard: Where Customization Meets Precision for Fine-Grained Evaluation and Feedback
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