Numerous AI

Numerous AI — All Guides

Numerous AI brings AI features into Google Sheets and Excel for writing, classifying, extracting, and cleaning data. It is built for marketers, analysts, researchers, and spreadsheet-heavy teams that want to automate repetitive work fast.

Guides & Articles

Elon Musk’s Grok-4 was asked about Bible contradictions – its answer went somewhere very different

Elon Musk’s Grok-4 was asked about Bible contradictions – its answer went somewhere very different

When Elon Musk’s Grok-4 was asked to list contradictions in the Bible, people expected a familiar critique. Instead, the AI treated scripture like data, uncover…

They built an AI scientist: what its first accepted paper really means

They built an AI scientist: what its first accepted paper really means

A new AI system claims to automate the entire machine learning research process—from idea generation to writing papers—for just $15 per project. One of its pape…

How to run Bonsai Image, a 1‑bit local image generation model

How to run Bonsai Image, a 1‑bit local image generation model

Bonsai Image is a highly compressed, 1‑bit and 2‑bit image generation model based on Flux that runs fast on consumer GPUs and even Apple Silicon. This guide wal…

Local AI vs trillion‑dollar data centers: how close are we really?

Local AI vs trillion‑dollar data centers: how close are we really?

A new wave of local AI models is getting surprisingly close to top cloud models for everyday coding tasks—while costing almost nothing to run. But there’s still…

OpenAI’s GPT‑5.4 Pro might now be the smartest AI model in the world

OpenAI’s GPT‑5.4 Pro might now be the smartest AI model in the world

OpenAI’s new GPT‑5.4 Pro model is setting records on cutting‑edge reasoning, math, web browsing, and real‑world work benchmarks—but it comes with a high price t…

Can Claude Opus 4.6 really do PhD‑level maths?

Can Claude Opus 4.6 really do PhD‑level maths?

A deep dive into how Anthropic’s Claude Opus 4.6 performs on PhD‑level maths, coding, and finance workflows—compared with ChatGPT Plus and Google Gemini. The ve…

GPT‑5.4 thinking is here: what’s new and how it actually performs

GPT‑5.4 thinking is here: what’s new and how it actually performs

GPT‑5.4 thinking and GPT‑5.4 Pro are OpenAI’s newest ChatGPT models, with big upgrades in research, spreadsheets, presentations, coding, and built‑in computer u…

DeepSeek V4 Pro tested: massive open-source model with surprising real-world results

DeepSeek V4 Pro tested: massive open-source model with surprising real-world results

DeepSeek V4 Pro has arrived as the largest open-weight model yet, with a 1M token context and aggressive pricing. This hands-on test walks through how it actual…

AI for data analysts: the no-fluff guide to becoming AI-enabled (not AI-dependent)

AI for data analysts: the no-fluff guide to becoming AI-enabled (not AI-dependent)

AI can make data analysts faster—but it can also quietly erode their skills. This guide shows exactly where AI fits into the analyst workflow, how to prompt it …

AI agent swarms: why single AI is already outdated

AI agent swarms: why single AI is already outdated

A new class of “agent swarms” is quietly changing how software and strategy get built. Instead of one chatbot doing one task, coordinated teams of AI agents can…