Media Summary: In this AI Research Roundup episode, Alex discusses the paper: 'Generalizing Want to dive deeper? This curriculum is covered in the following online courses: - XCS329 graduate course: ... Tutorial on the technical background behind OpenAI o1. Talk written with Daniel Ritter. Slides: ...

Graph Optimized Test Time Scaling - Detailed Analysis & Overview

In this AI Research Roundup episode, Alex discusses the paper: 'Generalizing Want to dive deeper? This curriculum is covered in the following online courses: - XCS329 graduate course: ... Tutorial on the technical background behind OpenAI o1. Talk written with Daniel Ritter. Slides: ... Build your voice AI agent today: Join My Newsletter for Regular AI Updates ... The study reveals that increasing reasoning Is "thinking longer" better than simply training larger models? We analyze the first large-scale study on

Xuan-May Le, Minh-Tuan Tran, Ling Luo, Uwe Aickelin, Dinh Phung, Trung Le. ... how much thinking S1 does before getting to a solution it's like setting a

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Graph‑Optimized Test‑Time Scaling for LLMs
Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph
Stanford CS329A Self-Improving AI Agents | Part 2 | Test-Time Compute Scaling
Speculations on Test-Time Scaling (o1)
Test Time Scaling Will Be MUCH Bigger Than Anyone Realizes
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters (Paper)
s1: Simple test-time scaling: Just “wait…” + 1,000 training examples? | PAPER EXPLAINED
[DLMath&Efficiency] Niklas Muennighoff - s1: Simple test-time scaling
Inverse Scaling in Test-Time Compute
The Art of Scaling Test-Time Compute for LLMs: A Large-Scale Analysis
KDD 2026 - Efficient Test-Time Scaling for LLM-based Time Series Forecasting
The Art of Scaling Test-Time Compute for LLMs: A Large-Scale Analysis
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Graph‑Optimized Test‑Time Scaling for LLMs

Graph‑Optimized Test‑Time Scaling for LLMs

In this AI Research Roundup episode, Alex discusses the paper: 'Generalizing

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph

Generalizing

Stanford CS329A Self-Improving AI Agents | Part 2 | Test-Time Compute Scaling

Stanford CS329A Self-Improving AI Agents | Part 2 | Test-Time Compute Scaling

Want to dive deeper? This curriculum is covered in the following online courses: - XCS329 graduate course: ...

Speculations on Test-Time Scaling (o1)

Speculations on Test-Time Scaling (o1)

Tutorial on the technical background behind OpenAI o1. Talk written with Daniel Ritter. Slides: ...

Test Time Scaling Will Be MUCH Bigger Than Anyone Realizes

Test Time Scaling Will Be MUCH Bigger Than Anyone Realizes

Build your voice AI agent today: https://www.synthflow.ai/?via=matthewpq Join My Newsletter for Regular AI Updates ...

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters (Paper)

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters (Paper)

How can one best use extra FLOPS at

s1: Simple test-time scaling: Just “wait…” + 1,000 training examples? | PAPER EXPLAINED

s1: Simple test-time scaling: Just “wait…” + 1,000 training examples? | PAPER EXPLAINED

"s1: Simple

[DLMath&Efficiency] Niklas Muennighoff - s1: Simple test-time scaling

[DLMath&Efficiency] Niklas Muennighoff - s1: Simple test-time scaling

Title: s1: Simple

Inverse Scaling in Test-Time Compute

Inverse Scaling in Test-Time Compute

The study reveals that increasing reasoning

The Art of Scaling Test-Time Compute for LLMs: A Large-Scale Analysis

The Art of Scaling Test-Time Compute for LLMs: A Large-Scale Analysis

Is "thinking longer" better than simply training larger models? We analyze the first large-scale study on

KDD 2026 - Efficient Test-Time Scaling for LLM-based Time Series Forecasting

KDD 2026 - Efficient Test-Time Scaling for LLM-based Time Series Forecasting

Xuan-May Le, Minh-Tuan Tran, Ling Luo, Uwe Aickelin, Dinh Phung, Trung Le.

The Art of Scaling Test-Time Compute for LLMs: A Large-Scale Analysis

The Art of Scaling Test-Time Compute for LLMs: A Large-Scale Analysis

Is "thinking longer" better than simply training larger models? We analyze the first large-scale study on

[Research] S1: Simple Test-Time Scaling

[Research] S1: Simple Test-Time Scaling

... how much thinking S1 does before getting to a solution it's like setting a