Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile
Gareth Paul Jones πŸ’™

@gpj

Product & Research Lead. Formerly of @twitter, @apple, @google. Proud husband to @kristineyjones πŸ‘«

ID: 15313098

linkhttp://garethpaul.com calendar_today03-07-2008 22:10:33

219 Tweet

9,9K Followers

981 Following

Adam D'Angelo (@adamdangelo) 's Twitter Profile Photo

We are launching an API for Poe today. Poe accounts can now be used to power Cursor, Cline, Roo Code, and anything else you or others build. All models and bots can be accessed via the API, and you can purchase points at cost to go beyond subscription limits. See thread below.

Guillermo Rauch (@rauchg) 's Twitter Profile Photo

Shipping minor design tweaks might seem like a frivolous activity when you have β€œbigger fish to fry”, but it’s an important heartbeat that helps your customer intuit your shipping velocity. The best teams work like an orchestra that interleaves quality-of-life ships with bigger

Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

Google’s new Gemini 2.5 Flash (code-named Nano Banana) is one of the most impressive image models I’ve tested so far. Let's run it through a bunch of evals for reasoning on complex visual tasks, handling edge cases, and even a few creative vibe checks x.com/i/broadcasts/1…

Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

LLMs can generate synthetic data at scale. But what does that look like in practice? Let’s take a seed corpus of 1.5k children’s stories and scale it to 10k+ and package it as a dataset on Hugging Face. x.com/i/broadcasts/1…

Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

Released a new synthetic dataset: 1.5k [human] β†’ 10k [synthetic] children’s stories. Pipeline generated by @Kilo_Code and model switching from Poe API πŸ™πŸ€— huggingface.co/datasets/garet…

Released a new synthetic dataset: 1.5k [human] β†’ 10k [synthetic] children’s stories.

Pipeline generated by @Kilo_Code and model switching from <a href="/poe_platform/">Poe</a> API πŸ™πŸ€—

huggingface.co/datasets/garet…
Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

GPT-OSS-20B went from open weights and β€œpls don’t OOM my GPU” to production. Fine-tuned with QLoRA, merged, re-exported to MXFP4, and now serving with vLLM on Modal x.com/i/broadcasts/1…

Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

Everyone talks about AI copilots. But Cursor Background Agents quietly do hours of work in minutes. It's definitely underrated. Here’s how πŸ‘‡ x.com/i/broadcasts/1…

Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

Running the Claude Code SDK from Anthropic in the browser locally might be the most fun and powerful way to build with agents x.com/i/broadcasts/1…

Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

Let's test the Figma MCP to see if it really smooths out design-to-dev workflows with Cursor . Spoiler: i think it’s closer than I expected. x.com/i/broadcasts/1…

Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

Reinforcement learning meets multi-signal rewards. Can we train a model to be more helpful, safe, and truthful? x.com/i/broadcasts/1…

Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

How do you pick the right agent for a task? We'll run some evals for AI agents on real tasks in a container, end-to-end, and grade the results with Terminal Bench. tbench.ai x.com/i/broadcasts/1…

Guillermo Rauch (@rauchg) 's Twitter Profile Photo

Vercel is 𝘰𝘧𝘧π˜ͺ𝘀π˜ͺ𝘒𝘭𝘭𝘺 10 years old, according to the State of Delaware, the first US πŸ‡ΊπŸ‡Έ state 🫑 Some reflections from the journey: 1️⃣ You can just incorporate things "In America, they let you start companies easily". It's magical how fast you can get your ', π™Έπš—πšŒ',

Vercel is 𝘰𝘧𝘧π˜ͺ𝘀π˜ͺ𝘒𝘭𝘭𝘺 10 years old, according to the State of Delaware, the first US πŸ‡ΊπŸ‡Έ state 🫑 Some reflections from the journey:

1️⃣ You can just incorporate things
"In America, they let you start companies easily". It's magical how fast you can get your ', π™Έπš—πšŒ',
Gareth Paul Jones πŸ’™ (@gpj) 's Twitter Profile Photo

Trying out @OpenCode the open-source AI coding agent. It’s model-agnostic with full control and can use Poe so no lock-in. x.com/i/broadcasts/1…