NEWS IN BRIEF: AI/ML FRESH UPDATES

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Inside Palantir's AI Warfare Conference

America's military-industrial complex spotlighted at AI Expo for National Competitiveness, with Palantir's controversial AI products in focus. Former Google CEO Eric Schmidt's thinktank hosts event, sponsored by Palantir, known for work with ICE and Israel Defense Forces.

The Essence of Proof in AI

Summary: Learning is linked to understanding errors. By reducing errors in replicating a recipe, one can improve cooking skills and achieve the desired taste.

Cipher Coding: Securing Data with Encryption

Fully Homomorphic Encryption (FHE) enables computations on encrypted data without decryption, enhancing privacy and security. FHE uses basic operations like addition and multiplication to perform complex algorithms on encrypted data, but managing noise growth is crucial to prevent decryption errors.

Kaggling Lessons: One Year In

Kaggle competitions are crucial for progression and success, requiring original strategies to stand out. Public notebooks alone may not lead to gold, as creative ideas are essential for winning.