2025-07-09

A Masterclass on Status, Power, & the Economy with Tressie McMillan Cottom....

A Masterclass on Status, Power, & the Economy with Tressie McMillan Cottom. I’ve only started listening to this podcast, but it’s so good already and I’ve heard only great things...

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2 months ago

The Earth's Rotation Is About to Spin Up So Much That Tomorrow Will Be Much Shorter Than Today

Planetary Tailspin The Earth's rotation is about to accelerate significantly. According to scientists, July 9, July 22, and August 5 of this year will be some of the shortest days...

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2 months ago

Another live service shooter comes to a premature end: Steel Hunters, the mech game that launched into early access in April, is closing in October

Wargaming's mech shooter made a splashy debut at the 2024 Game Awards, but players just weren't interested.

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2 months ago

2025-07-08

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2 months ago
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2 months ago

‘Let It Wag!’ and the Limits of Machine Learning on Rare Concepts

The "Let It Wag!" benchmark tests AI models on rare, long-tailed concepts and finds consistent underperformance in both classification and image generation tasks, exposing fundamental weaknesses in current pretraining datasets...

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2 months ago

AI Training Data Has a Long-Tail Problem

This study reveals five key insights about concept frequency in AI pretraining datasets, including long-tailed distributions, image-text misalignment, and cross-dataset correlations that reflect the biases inherent in internet-sourced data. Findings...

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2 months ago

AI Models Trained on Synthetic Data Still Follow Concept Frequency Trends

Concept frequency remains a reliable predictor of zero-shot performance, even after controlling for sample similarity and using synthetic datasets for pretraining.

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2 months ago

Analyzing the Impact of Pretraining Frequency on Zero-Shot Performance in Multimodal Models

This study finds a consistent log-linear relationship between how often concepts appear in pretraining data and the zero-shot performance of multimodal AI models across tasks like classification, retrieval, and image...

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2 months ago

How AI Models Count and Match Concepts in Images and Text

This article explains how researchers identify and measure concept frequencies across text captions and images in AI pretraining datasets. Using NLP tools and image tagging models like RAM++, they extract...

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2 months ago

What 300GB of AI Research Reveals About the True Limits of “Zero-Shot” Intelligence

Despite claims of zero-shot generalization, multimodal models like CLIP and Stable Diffusion show sample inefficiency—requiring exponentially more data to learn rare concepts. A new benchmark, Let It Wag!, reveals the...

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2 months ago

Why Do Some Language Models Fake Alignment While Others Don't?

Published on July 8, 2025 9:49 PM GMTLast year, Redwood and Anthropic found a setting where Claude 3 Opus and 3.5 Sonnet fake alignment to preserve their harmlessness values. We...

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2 months ago

Grok is “Improved” According to Elon, But It's Raising More Concerns Now Than Ever

Elon Musk announced that his AI chatbot Grok has gotten a major upgrade. Users began testing Grok with questions on politics, media, and pop culture. The answers quickly got attention,...

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2 months ago

Did Shakespeare Write Hamlet While He Was Stoned? Examining the evidence that...

Did Shakespeare Write Hamlet While He Was Stoned? Examining the evidence that the Bard smoked weed and that he was aware of its effect on his creativity. 💬 Join the...

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2 months ago

The Sounds of a Dying Glacier Might Make You Cry

From trippy mushroom synths to the stressed-out "pops" of thirsty plants, recording the music of nature has long been fascinating and moving. A new recording of a melting glacier in...

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2 months ago
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2 months ago

AI Shorts

Turn ideas, long videos, or raw footage into viral shorts Discussion | Link

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2 months ago

Rewiser

Design your financial flow Discussion | Link

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2 months ago

Beyond the Prototype: 15 Hard-Earned Lessons to Ship Production-Ready AI Agents

The 15 Principles of AI Agents Development: From foundational architecture to production control. This guide covers four key principles to help you create a rock-solid foundation.

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2 months ago

ChatGPT kept directing people to use a non-existent feature on Soundslice…so the...

ChatGPT kept directing people to use a non-existent feature on Soundslice…so the team built it. “To my knowledge, this is the first case of a company developing a feature because...

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2 months ago

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