Show HN: Parsimony – an open-source benchmark for how much code AI models add(parsimony.lasu.dev)

67 points by lasu 13 days ago | 13 comments

Parsimony is an open-source benchmark and leaderboard measuring how much net code AI models add when solving tasks, counting syntax-level coding units from published benchmark patches.

Qwen3.8 27B scores 52 on Artificial Analysis(artificialanalysis.ai)

298 points by anana_ 2 months ago | 130 comments

Efficient LLM Inference (2023)(artfintel.com)

87 points by inaciom 2 years ago | 9 comments

GLM-5.3 Artificial Analysis Benchmarks(artificialanalysis.ai)

109 points by apitman 2 months ago | 44 comments

Qwen3.8 Max now ranked as the best overall model by agentic index(artificialanalysis.ai)

458 points by apitman 2 months ago | 291 comments

Artificial Analysis homepage offering independent benchmarks and rankings of AI models and providers, here linked to its agentic intelligence index view.

GLM 5.2 Performance Benchmarks(artificialanalysis.ai)

120 points by theanonymousone 4 months ago | 39 comments

LLM architecture comparison(magazine.sebastianraschka.com)

357 points by mdp2021 1 year ago | 23 comments

Sebastian Raschka's Ahead of AI article comparing the architectures of modern LLMs, from DeepSeek-V3 to Kimi K2.

Computer Use is 45x more expensive than structured APIs(reflex.dev)

458 points by palashawas 5 months ago | 255 comments

Reflex blog post benchmarking AI computer use against auto-generated API endpoints on an admin panel, finding computer use far more costly in steps and tokens.

LLMs Aren't Inevitable(deadsimpletech.com)

27 points by rizsyed1 16 days ago | 32 comments

Blog post by Iris Meredith on deadSimpleTech arguing that AI and LLM adoption is not inevitable, calling the claim a thought-terminating cliché.

Some thoughts on LLMs and software development(martinfowler.com)

378 points by floverfelt 1 year ago | 347 comments

Martin Fowler's blog post sharing scattered thoughts on the state of LLMs and AI and their effect on software development.

AI Companies Are Trying to Hide a Staggering Amount of Debt(futurism.com)

628 points by technewssss 3 months ago | 317 comments

Futurism article reporting that AI companies are using off-balance-sheet arrangements to hide large amounts of debt.

GraphCast: AI model for weather forecasting(deepmind.google)

571 points by bretthoerner 2 years ago | 186 comments

Google DeepMind research blog post from November 2023 introducing GraphCast, an AI model for faster and more accurate global weather forecasting.