Last week, I spent four hours trying to synthesize literature on transformer pruning methods for a grant proposal. I started with traditional search, got frustrated, and ended up testing two very different approaches to solving my problem: Elicit, the dedicated AI research assistant, and DeepSeek V4, the 671-billion-parameter open-weight behemoth from China that's been making waves since its release.
Here's the thing—comparing these two feels a
I was staring at a $340 API bill last month. Most of it came from agent loops — my coding assistant spinning through tool calls, reading files, making edits, and sometimes going in circles. When you'r
I was drowning in PDFs last month. I had 40 research papers on sparse attention mechanisms sitting in a folder, and I needed to synthesize them into a literature review for a grant proposal. Every tim
# How to Use Elicit for Academic Research: A Practical Tutorial I’ve spent the last six months using Elicit daily for my literature reviews, and I can tell you—it’s a game-changer for finding and syn