Hi there, my name is JP. I’m a developer educator.
I create:
- courses datacamp.com/courses/end-to-… (@datacamp), linkedin.com/learning/vector… (@linkedin learning)
- educational diagrams (jphwang.com/gallery/) and projects (github.com/databyjp/weekend_…)
- blogs & videos.
Let’s connect ❤️
JP Hwang retweeted
TL;DR:
- Open-weights MoE coding model: 40B total, 2.5B active, Apache 2.0
- Built from scratch in under 4 months mostly by their automated research system, the Eureka Machine
- Main tricks: a sparser shape, the output layer quantized to 4 bits, and custom kernels, including a fused decode kernel on M4 and M5 Macs
- Beats MoE peers like Qwen3.6 35B-A3B on agentic coding: Terminal-Bench 2.1 54.9 vs 44.9, SWE-bench Verified 74.2 vs 73.4
- Dense Qwen3.8 27B still wins on coding, with Terminal-Bench 73.0 vs 54.9
- 125+ tok/s on an M4 Pro MacBook and 150+ on a 64GB RTX Spark at short context; about 69 tok/s on average across a 128K session
Introducing Flint, @Recursive_SI’s first model: a fast local coding model built with our automated research system, the Eureka Machine.
• Best-in-class fast local coding
• Up to 2x faster than comparable models: 125+ tokens/sec on a MacBook Pro, 150+ on RTX Spark
• Built from scratch in under 4 months
Private, unmetered intelligence on your own machine. Open weights available now on @huggingface, run it locally on your favorite framework or try it for free on @opencode or @pidotdev.
JP Hwang retweeted
The most revealing part of this conversation between Jon Stewart and Jacob Coxon wasn't Coxon's warning about A.I. doom, but his description of A.I. utopia, and Stewart's incredulous response. I wrote about it — and Francis Fukuyama's "Last Man," and A.I. easily solving the problems that bedeviled my father's field of mathematics for decades — here: nytimes.com/2026/10/18/opini…
Former Anthropic researcher Jacob Coxon (@hilbertspaess) and Jon Stewart discuss AI, jobs disappearing, universal income, and whether tech CEOs are creating a dystopian future
JP Hwang retweeted
Replying to @ONagel33303
Oh, to be clear, I will very happily keep making videos long past when LLMs can generate clear explainers. I hope people have found value in my videos because they explain things clearly, but that's not even the highest-order bit for what makes a video land, in my opinion.
JP Hwang retweeted
Former Anthropic researcher Jacob Coxon (@hilbertspaess) and Jon Stewart discuss AI, jobs disappearing, universal income, and whether tech CEOs are creating a dystopian future
JP Hwang retweeted
rediscovering good practices from first principles
impressive
Picked up a copy over the weekend from a bookshop and so far, I have mixed feelings.
Is anyone else reading this? Wdyt?
The author of “The AGI Chronicles” says his book “was written by a very tired, overworked, under-slept human being.” buff.ly/eX6sTxn
JP Hwang retweeted
Reminder that an anonymous Theranos employee discussed the whole fraud (without naming the company) on a popular subreddit years before the WSJ broke the story
JP Hwang retweeted
guy who lives among some of the world’s most interesting sociopaths: these sociopaths are boring
JP Hwang retweeted
how do you fine-tune a decision model on your own data?
in these two notebooks, you'll learn:
• how to prepare the training data
• how to fine-tune our d1-3B decision model
• using @UnslothAI and @huggingface TRL
all within 30 minutes on a free-tier GPU.
unsloth: github.com/Liquid4All/cookbo…
TRL: github.com/Liquid4All/cookbo…
ps: how adorable are these halloween kitties? đź‘»
Changing jobs as a remote work robs you of the rituals that mark the occasion.
Packing and unpacking boxes, giving and receiving badges, or the goodbyes then hellos - all nowhere.
In lieu of a that, I re-painted and rearranged the office. New surroundings for a new start.
JP Hwang retweeted
You're not going to believe what happened today.
I am incredibly happy to welcome @_jphwang back at Weaviate! 🤩
So I'm starting a new role at @weaviate_io as a Lead Developer Experience Engineer - with a focus on agent experience.
I will say more about what the heck that all means; but for now, I wanted to relay my gratitude for my previous role, and excitement about the opportunity.































