Why a Sudoku-solving program looks smart: Recursion, backtracking, and the idea of 'trying from the most likely failure points'

I was thinking about a program to solve Sudoku.You fill a 9x9 grid with numbers from 1 to 9. The same number must not be ...
note

A recursive function is a tree diagram created by parents and children

When studying programming, you will almost certainly encounter something called a "recursive function." A recursive function is a function that calls itself. For example, consider the calculation of a ...

AI is everywhere except in the GDP numbers — here is what triggers the break

The productivity data doesn't show the AI boom, and won't until companies stop cost-cutting and start building. Nobody is ...
citybiz

Skyfall AI Introduces SKY-001, a Frontier Engineering World Model

Generative AI is remarkably good at churning out slick, surface-level 3D renderings of everything from futuristic sports cars to conceptual... Read More ...
huggingface

Self-Evaluating Recursive Agents

SERA trains recursive language agents to generate evaluation rubrics for subtasks, improving decomposition, solving, and self-evaluation with reduced external supervision. As coding agents such as ...
Anthropic

LLMs are making formal software verification feasible at a much larger scale

Claude formally proved security properties in the compiled code of 123 open-source libraries. Along the way, it found bugs ...
BIOENGINEER

Hidden Math Toolkit Could Reshape How We Model Evolution

A new perspective argues that a rich class of probability models known as Markov modulated models could transform how ...

New MIT and Sakana AI framework uses an LLM judge to cut evaluation costs for self-improving coding agents

MIT and Sakana AI's SIFT framework reduces coding agent evaluation costs by using a language model to rank candidates, achieving 35.1% accuracy on Polyglot.
BIOENGINEER

TTFE: Mining top-k high-threat-and-frequency event sets in IIoT security

A benchmark study found that TTFE ranked IIoT event sets by combined threat and frequency while using less time and memory ...
Quantum Computing Report

IBM Research Automates QEC Decoder Chip Design Using Open AI Agent Factories at 11.5x Lower Inference Cost

IBM Research has developed an AI agent factory to automate the design of QEC decoder chips, achieving up to 204x hardware ...
Business Insider

Bright Security Introduces STAR Fuzzer, Agentic Fuzzing That Writes Its Own Harnesses and Proves Every Finding

Built on an evolutionary engine first released in 2018, STAR Fuzzer by Bright Security finds crashes, memory exhaustion and memory-safety bugs in security-critical code without a running application.