A look at differing revenue calculations of Anthropic and OpenAI, as Anthropic books gross sales through cloud partners, while OpenAI records only its net share (Bloomberg)

Put a Meter on Your AI Feature Before Someone Else Runs Up the Bill

The scary thing about an AI feature on a free plan is that the bill goes to you, not the user. One person with a loop script against your endpoint can burn through a month of budget while you sleep…

• Set hard spend cap at provider, lower than comfortable
• Implement per-user daily token quota, check before each call
• Cap input size and output tokens, rate limit by IP/account

1h ago ·dev.to

Chip design software leader Synopsys says it is exploring partnerships with Chinese AI labs to develop AI-powered chip design tools for the Chinese market (Yifan Yu/Nikkei Asia)

PALO ALTO, California — Chip design software leader Synopsys says it is looking to help Chinese companies develop chips faster …

1h ago ·asia.nikkei.com

WildQuest AI (Touch Grass): On-Device AI Scavenger Hunts That Get You Outside

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built WildQuest AI turns a short walk into a nature-discovery game.

• WildQuest AI turns walks into scavenger hunts
• On-device AI identifies photos of natural objects
• App encourages outdoor activity without ads or accounts

1h ago ·dev.to

Train an 8B LLM on a 4GB Laptop GPU: Hands-On with Soup

Train an 8B LLM on a 4GB Laptop GPU: Hands-On with Soup TL;DR Soup eliminates the high VRAM barrier of LLM fine-tuning by introducing layer streaming, enabling you to fine-tune an 8B parameter model…

• Soup model trains 8B LLM on 4GB laptop GPU using layer streaming
• Declarative YAML config specifies training parameters like model, batch size, learning rate
• Supports 4-bit and 8-bit quantization for model compression and speed

1h ago ·dev.to

Grass Bingo: a daily nature card your phone checks offline, with an open-weight model

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Grass Bingo is a daily 4x4 bingo card of small things to find outside: a pinecone, a red leaf…

• Grass Bingo is a daily 4x4 nature bingo card app
• Users take photos to match bingo items offline
• Open-weight CLIP model runs on user's device

1h ago ·dev.to