Tech Generalist & Blockchain Evangelist by Design
Orange County
Joined September 2012
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Check out my latest article: Who Decides Which AI to Trust? — Part 3 of 3 linkedin.com/pulse/who-decid… via @LinkedIn
Sean Goodwin retweeted
Aloha! 🌺 Meet Ornith-1.0, a family of open-source LLMs specialized for agentic coding.
Ornith-1.0 spans the full parameter sizes including 9B Dense, 31B Dense, 35B MoE, and 397B MoE. It achieves state-of-the-art performance among open-source models of comparable size on coding benchmarks including:
✅Terminal-Bench 2.1(77.5)
✅SWE-Bench(82.4 on verified, 62.2 on pro, 78.9 on Multilingual)
✅NL2Repo(48.2)
✅SWE Atlas(41.2 on QnA, 42.6 RF, 39.1 TW)
✅ClawEval(77.1)
Post-trained on top of gemma4 and qwen3.5, Ornith-1.0 employs a novel self-improving training strategy in which reinforcement learning is used to generate not only solution rollouts, but also the task-specific scaffolds that drive those rollouts. By jointly optimizing the scaffold and the resulting solution, the model generate higher-quality solutions in agentic coding.😎
All models are released under the MIT license, enabling full commercial and research use.
📖Tech Blog: deep-reinforce.com/ornith_1_…
🤗Huggingface: huggingface.co/collections/d…
New details in the OpenAI Hugging Face hack show how far agents will go: 'It's now remarkably easy' cnb.cx/4fuNgi0
Sean Goodwin retweeted
Indeed all tools should be about augmenting human agency, including AI! I had a fun chat with @hubermanlab .
The new Huberman Lab episode is out: Using AI to Increase Your Intelligence & Enrich Humanity | Dr. Fei-Fei Li (@drfeifei)
0:00 Fei-Fei Li
3:46 Vision & Intelligence; Human Vision & Contribution to AI
12:11 Computer Vision & the AI Revolution
18:34 Sponsors: Lingo & Wealthfront
21:19 Speech, Sound & AI Development
23:36 AI & Contextual Learning, Human Intelligence
33:43 Current AI Gaps, Emotion & Creativity
45:48 Computers Enhancing Humanity; Tool: Personal Agency & Learning about AI
53:04 Sponsors: AG1 & LMNT
55:37 Public Discourse about AI
57:34 AI to Enhance Scientific Discovery & Healthcare; Human Collaboration
1:07:38 Intuition, Motivation & Human States Beyond AI
1:19:18 Sponsor: David
1:20:37 Social & Ethical Considerations for AI
1:27:38 Kids, Development & AI Tools; Tool: Prompt AI Effectively
1:35:04 Next Frontier for Robotics & AI; Human Agency
1:43:52 Human-Centered AI Future
1:50:10 World Labs, Spatial Intelligence
1:54:12 Concerns about AI & Creativity; Movies, Art, Storytelling
1:59:51 Younger Generation & AI, Teachers
2:05:38 Zero-Cost Support, YouTube, Spotify & Apple Follow, Reviews & Feedback, Sponsors, Protocols Book, Social Media, Neural Network Newsletter
Includes paid partnerships.
Check out my latest article: The Attacker Had No Guardrails. The Defenders Did. linkedin.com/pulse/attacker-… via @LinkedIn
Check out my latest article: A Reputation Score For AI (or People) That Cant Go Down Isnt a Reputation Score - And it will cost you. linkedin.com/pulse/reputatio… via @LinkedIn
ALT https://www.linkedin.com/posts/privatemoney_hyperdag-antifragileai-aiethics-activity-7415627478716866561-vBhF?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAHtH7MBAlYOdpmHIoMHTxOFnmDDQumLDNE
I just discovered my AI personality: The Empathic Strategist! 💫 aisocialmirror.com Hope it's true and not hype, if you know me, would love to get your take.
Check out my latest article: Why I Built 8 AI Agents—And Why You Should Build Yours linkedin.com/pulse/why-i-bui… via @LinkedIn
