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Gemini AI Transforms Theoretical Computer Science Research with Automated Peer Review

Gemini AI Transforms Theoretical Computer Science Research with Automated Peer Review

Google Research introduces an AI-powered feedback system using Gemini 2.5 Deep Think to help theoretical computer scientists rigorously verify their papers before submission. The tool, tested at STOC 2026, identified critical errors in over 97% of papers and earned high marks from researchers for its ability to augment the peer review process.

Metrik API Gives Developers Real‑Time Visibility Into LLM Latency

The Metrik API delivers hourly updates on Time to First Token (TTFT) across 26+ large language models from OpenAI, Anthropic, Google, and xAI. By exposing provider averages, performance comparisons, and change tracking, it equips teams with the data needed to fine‑tune model selection and optimize user experience.
StringZilla Unleashed: AVX‑512‑Powered Unicode Case‑Insensitive Search

StringZilla Unleashed: AVX‑512‑Powered Unicode Case‑Insensitive Search

A new open‑source library, StringZilla, delivers up to 150× speedups over ICU for Unicode case‑insensitive substring search by leveraging AVX‑512 kernels and a rigorous, spec‑compliant folding engine. The article explains how the library navigates the complexities of UTF‑8, showcases performance benchmarks across languages, and outlines future extensions for ARM and other scripts.
Spartan Scientists Build the First Human Heart Organoid to Mimic Atrial Fibrillation

Spartan Scientists Build the First Human Heart Organoid to Mimic Atrial Fibrillation

Michigan State University researchers have engineered a miniature, beating human heart that can reproduce atrial fibrillation, opening a path to drug discovery for a condition that has seen no new treatments in three decades. The organoids, enriched with immune cells, reveal how inflammation drives arrhythmias and allow rapid testing of anti‑inflammatory therapies.