Articles by tag: benchmarks

Meta-Harness optimizes LLM better than engineers

The Meta-Harness system automates LLM harnesses with access to 10 million tokens. Results: +7.7 pp on classification, 1st place on TerminalBench-2. Explore the details for your projects.

Qwen3.6-Plus: benchmarks and LLM speed

Qwen3.6-Plus from Alibaba leads in Terminal-Bench (61.6%) and OmniDocBench (91.2%), 1M token context, x2-3 Claude speed. Test for free in development on OpenRouter.

A-Evolve: evolution of AI agents in 3 lines of code

A-Evolve Framework from Amazon automates optimization of AI agents: prompts, skills, memory. +15 p.p. on benchmarks. Integrate into projects — launch without manual setup. For LLM developers.

Linked lists: cache misses and benchmarks

Why linked lists are 30 times slower than arrays: analysis of cache misses, memory overhead, and optimizations. Benchmarks, code examples for middle/senior dev. Study real tests.

System Card Mythos: RSP 3.0 and linear probes

Analysis of System Card Claude Mythos: transition to Risk Reports, analysis of linear probes activations, USAMO benchmarks 97.6%. Practical conclusions for AI products. Study the changes in risk assessment.

maxpack: deduplication of versioned data

maxpack provides up to 50x compression on versioned projects like Node.js, CPython. Benchmarks, comparisons with tar+zstd, 7z. Test on your own datasets for IT specialists.

Myths about $mol: facts for developers

Debunking misconceptions about the $mol framework: performance, stability, hiring. Why it outperforms in-house React stacks. Master the real advantages for projects.

Testo framework: PHP tests and benchmarks

Explore Testo — an independent framework for PHP testing. Unit tests, inline checks, benchmarks without PHPUnit. Installation, code examples, plugins. Start beta testing.

DeepMind AGI Taxonomy: 10 Cognitive Abilities

How DeepMind Redefines AI Measurement Through Cognitive Taxonomy. Ten Abilities, Testing Protocol, and Five 'Gaps' in Diagnostics. For Developers.