Hackaday

Ternary RISC Processor Achieves Non-Binary Computing Via FPGA

You would be very hard pressed to find any sort of CPU or microcontroller in a commercial product that uses anything but binary to do its work. And yet, other options exist! Ternary computing ...
InfoQ

Evaluating AI Agents in Practice: Benchmarks, Frameworks, and Lessons Learned

This article introduces practical methods for evaluating AI agents operating in real-world environments. It explains how to ...
Microsoft

Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models

Binary code summarization, while invaluable for understanding code semantics, is challenging due to its labor-intensive nature. This study delves into the potential of large language models (LLMs) for ...

The New Turing Test: How Threats Use Geometry to Prove 'Humanness'

Malware is evolving to evade sandboxes by pretending to be a real human behind the keyboard. The Picus Red Report 2026 shows 80% of top attacker techniques now focus on evasion and persistence, ...

AI is getting scary good at finding hidden software bugs - even in decades-old code

Researchers have found that LLM-driven bug finding is not a drop-in replacement for mature static analysis pipelines. Studies comparing AI coding agents to human developers show that while AI can be ...

Your Espresso Machine Doesn’t Have to Be Fancy to Make Good Coffee

Today, reviewer Peter Cottell expounds on why espresso machines don't have to be any fancier than a Casabrews 5700. Look out for other Java.Base stories about other WIRED writers’ favorite brewing ...
IEEE

Target Localization Performance of Binary Optimized Antenna Placement Using Mutual Coherence Minimization

Abstract: Radar is becoming an attractive technology for automotive vehicles due to its robustness to weather conditions. However, the angular resolution of radar technology is dependent on the ...
IEEE

Strtune: Data Dependence-Based Code Slicing for Binary Similarity Detection With Fine-Tuned Representation

Abstract: Binary Code Similarity Detection (BCSD) is significant for software security as it can address binary tasks such as malicious code snippets identification and binary patch analysis by ...