New AI optimization framework beats Claude Code and Codex by 2.5x on the same compute budget

Arbor separates strategy from execution using isolated git worktrees, so engineering teams can finally trace which ...
Alaska Beacon

Trump administration advances plan to reverse federal rule that limits logging in national forests

The U.S. Department of Agriculture, parent agency of the U.S. Forest Service, announced Wednesday that it is moving ahead with plans to rescind a rule that has restricted logging and construction on ...
IEEE

Detection of Disk Filtration Attacks Using Random Forest (RF) Algorithm Comparing with ML Algorithms for Improving Accuracy

The purpose of the research is to compare Random Forest (RF) Algorithm methods to Extra Trees (ET) Classification algorithms for detecting the Disk Filtration attacks in air gapped computers.
every

Vibe Check: Claude Fable 5 Is the Best Coding Model in the World

As I walked to work this morning, I listened to a 2007 lecture by the philosopher Hubert Dreyfus, the author of the seminal text What Computers Can’t Do. I’ve listened to this lecture many times, but ...
IEEE

Application of LightGBM, Random Forest, and Decision Tree Algorithms for Debt Collector Performance Assessment in the Financial Industry in Indonesia

Abstract: The performance of debt collectors is a crucial aspect in maintaining the financial stability of financial services institutions, but the assessment of their performance is often still ...
The New York Times

U.S. Forest Service to Open Millions of Acres to Off-Road Vehicles, Memo Shows

The forthcoming order echoes President Trump’s decision to repeal executive orders that have protected other public lands from vehicles for decades. By Lisa Friedman Reporting from Washington The ...
CNBC

Microsoft and Google are late to AI coding, but 'absolutely critical' they compete for growth

Coding tools are becoming an increasingly big target for Google and Microsoft as they try to catch Anthropic and OpenAI in the red-hot market. Microsoft is gearing up for coding-related announcements ...