4.5 What is Independence? ── Foreshadowing the Definition of Independence That Will Pay Off Later

Map of this sectionLet's check where we are in Part 2, "The Grammar of Probability." We learned the multiplication rule in ...

Are three doors more likely to win if you switch? — The reason and conditions for the Monty Hall problem becoming 2/3

Among three doors, there is a car behind only one, and goats (losing prizes) behind the remaining two. The car is placed ...
BIOENGINEER

Robust Loss Correction Shields Recommendation Models from Natural Rating Noise

Researchers have demonstrated that integrating noise-aware loss correction directly into collaborative filtering training ...
BIOENGINEER

AI explanations that stay realistic: PPCEF method now handles regression and mixed tabular data

Researchers extended the PPCEF counterfactual explanation method to regression targets and mixed numerical-and-categorical ...
xenospectrum

AI-Assisted Proof Settles Aaronson–Ambainis Conjecture, Capping Quantum Speedups on Random Inputs

The Aaronson–Ambainis conjecture, open for roughly 18 years, has been proved with AI assistance and verified in Lean 4. The ...
remio.ai

Library of Layers Architecture Lets Transformers Choose Their Layer Order

The Library of Layers architecture challenges fixed transformer execution by letting a model choose which computational block ...
Opinion
kingy.aiOpinion

Anthropic’s RSI Warning: Are We Closer to AI That Improves Itself?

What Anthropic’s acceleration warning means for recursive self-improvement, and what evidence remains missing.
Insurance Edge

Do Crypto Casinos Really Pay More?

Are crypto casinos more profitable? Compare odds, bonuses, withdrawal speed and fees, plus UK licensing, tax and security risks before you deposit.
remio.ai

Claude Code v2.1.318 Adds Controls for Delegated Work and Unattended Runs

Anthropic’s Claude Code v2.1.318 adds controls for delegated work while addressing failures that interrupt unattended coding ...
finance.biggoOpinion

Extrapolate's Qasim Wani: Frontier AI Models Score Under 24% on Real Research Tasks

Qasim Wani, co-founder of AI data startup Extrapolate, argues that recursive self-improvement — the long-feared engine of ...
investinglive

Gold price analysis today: Is the sharp selloff creating a buying opportunity or another trap?

Gold futures remain under pressure, but a conditional swing-long plan identifies specific entry prices, downside protection ...
xenospectrum

MIT Shows an LLM Can Read and Edit Another Neural Network's Weights Directly

MIT CSAIL's "weight-space programming" has a frontier LLM read and edit neural network weights directly, with no gradient descent. Surgical edits ended Qwen's reasoning loops, but the results come ...