software engineer, web developer, researcher and professor @Cor Jesu College College of Engineering

Joined August 2009
90 Photos and videos
Jamie Eduardo Rosal retweeted
Codex Engineering Team: “So there’s a lot about the job that isn’t actually fun that i have now automated away almost entirely” The codex engineering team built a system that: - pulls what you did yesterday - finds where you fell short - tells you exactly how to close the gap today Automation systems that summarise yesterday's work And upskilling to do does work better than last 24hrs In 4 minutes, they show how automation helps them become 1% better daily Bookmark this if you're still doing that review manually
4
5
34
743
Jamie Eduardo Rosal retweeted
Grok foundation model V9-Medium (1.5T) has finished training. Evals look good. A lot of Cursor data was added in supplementary training and there is more to come. Fine-tuning is underway and reinforcement learning begins in a few days. 2 to 3 weeks to public release. This will be a major improvement over the 0.5T v8-small that currently serves all Grok production traffic, especially for difficult coding tasks.
6,726
8,137
68,989
15,571,440
Jamie Eduardo Rosal retweeted
INSTEAD OF WATCHING NETFLIX TONIGHT. Spend 2 hour with this. Claude AI FULL COURSE that teaches you how to BUILD and AUTOMATE anything. The people who watch this tonight will wake up tomorrow with a new skill. Watch it and Bookmark it now.
7
81
273
42,326
Jamie Eduardo Rosal retweeted
May 22
Godfather of AI: "If you sleep well tonight, you may not have understood this lecture." This 47-minute lecture is the best thing I saw about AI in the last few months. It will definitely help you understand how it actually works and where it's going. Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it. The part nobody wanted to hear: > AI is already developing abilities its creators didn't intend > in most cognitive tasks it's already ahead of us > the question is no longer if it surpasses us but when > the only decision left is which side of that line you're on Right now the average person opens Claude, types something, gets an answer, closes the tab. They think they're using AI. they're using maybe 10% of it. I went through his entire lecture, built a practical concepts from what he was describing. The gap won’t be between people who use AI and people who don’t. It’ll be between people who understand it and people who don’t. Start with these 20 AI concepts today 👇
33
296
1,437
365,688
Jamie Eduardo Rosal retweeted
This is a masterclass in how LLMs are trained and served - on the blackboard

6
162
953
80,179
Jamie Eduardo Rosal retweeted
Apr 29
The creator of Claude Code teaches more about vibe-coding in 30 minutes than most tutorials do in hours. Save this — it'll change how you build forever.
35
607
4,101
567,082
Jamie Eduardo Rosal retweeted
الروابط الجديدة لموقع sci-hub لتحميل الابحاث العلمية المدفوعة 👇👇 1- sci-hub.ee 2- sci-hub.xin 3- sci-hub.ai 4- sci-hub.st 5- sci-hub.se 6- sci-hub.do
17
942
3,375
162,743
Jamie Eduardo Rosal retweeted
Apr 1
Liftoff. The Artemis II mission launched from @NASAKennedy at 6:35pm ET (2235 UTC), propelling four astronauts on a journey around the Moon. Artemis II will pave the way for future Moon landings, as well as the next giant leap — astronauts on Mars.
3,808
55,156
177,823
14,278,040
Jamie Eduardo Rosal retweeted
We are also releasing self-contained lecture notes that explain flow matching and diffusion models from scratch. This goes from "zero" to the state-of-the-art in modern Generative AI. 📖 Read the notes here: arxiv.org/abs/2506.02070 Joint work with @EErives40101.
🚀MIT Flow Matching and Diffusion Lecture 2026 Released (diffusion.csail.mit.edu/)! We just released our new MIT 2026 course on flow matching and diffusion models! We teach the full stack of modern AI image, video, protein generators - theory and practice. We include: 📺 Videos: Step-by-step derivations. 📝 Notes: Mathematically self-contained lecture notes 💻 Coding: Hands-on exercises for every component We fully improved last years’ iteration and added new topics: latent spaces, diffusion transformers, building language models with discrete diffusion models. Everything is available here: diffusion.csail.mit.edu/ A huge thanks to Tommi Jaakkola for his support in making this class possible and Ashay Athalye (MIT SOUL) for the incredible production! Was fun to do this with @RShprints! #MachineLearning #GenerativeAI #MIT #DiffusionModels #AI
38
645
5,543
474,319
Jamie Eduardo Rosal retweeted
Did Apple just kill every iOS vibe coding app? Apple just dropped Xcode 26.3 with agentic coding. Claude Code Codex are now built into Xcode. And with MCP support.
Xcode 26.3 with Claude Agent & Codex hits the Mac App Store today! With advanced reasoning capabilities in Xcode, you can streamline workflows and build faster. And MCP support lets you easily connect other compatible agents.
427
701
9,628
1,807,394
Jamie Eduardo Rosal retweeted
🚨 BREAKING: Google just took away your Research Asssitant's job! Google has launched LangExtract, a Python library that pulls structured data from unstructured documents A few lines of code, and you're done ! And it's completely open source. No API keys. No usage limits. Here is what it can do:
67
417
2,856
295,478
Jamie Eduardo Rosal retweeted
How was the show Silicon Valley so ahead of its time?
658
3,603
30,759
19,816,140
Jamie Eduardo Rosal retweeted
OpenAI and Anthropic engineers leaked a prompting technique that separates beginners from experts. It's called "Socratic prompting" and it's insanely simple. Instead of telling the AI what to do, you ask it questions. My output quality: 6.2/10 → 9.1/10 Here's how it works:
128
521
6,545
1,700,668
Jamie Eduardo Rosal retweeted
Google just dropped 145 pages documenting how researchers use Gemini to tackle scientific problems. 𝘚𝘢𝘷𝘦 & 𝘙𝘦𝘵𝘸𝘦𝘦𝘵 (𝘵𝘰 𝘩𝘦𝘭𝘱 𝘺𝘰𝘶𝘳 𝘯𝘦𝘵𝘸𝘰𝘳𝘬) A few things that stood out to me (in simple terms): - In one case, the AI was used as an adversarial reviewer and caught a serious flaw in a cryptography proof that had passed human review. That’s a very different use than “summarise this PDF.” - The model links tools from very different fields (for example, using theorems from geometry/measure theory to make progress on algorithms questions). This is where its wide reading really matters. - They don’t let the model run wild. Humans still choose the problems, check every proof, and decide what’s actually new. The model is there to suggest ideas, spot gaps, and do the heavy algebra. - Agentic loops, not just chat In some projects, they plug Gemini into a loop where it: -- proposes a mathematical expression, -- writes code to test it, -- reads the error messages, and -- fixes itself. (humans only step in when something promising appears) We are moving past the era of simple chat prompts and into a more sophisticated era of research. ⮑ If your institution is interested in hosting an AI session or a workshop, request your training here: forms.gle/dbRtc7j2W4zZyLpt6
32
425
1,937
172,971
Jamie Eduardo Rosal retweeted
How to write a perfect first draft (of your journal article, dissertation chapter, etc.):
88
1,405
5,707
Jamie Eduardo Rosal retweeted
🚨Elon Musk and Nvidia CEO say students should prioritize physics and math over coding in the AI era
576
2,238
23,998
882,407
Jamie Eduardo Rosal retweeted
🚨BREAKING: You can now run Claude Code for FREE. No API costs. No rate limits. 100% local on your machine. Here's how to run Claude Code locally (100% free & fully private):
82
396
3,029
454,692
Jamie Eduardo Rosal retweeted
Jan 20
i trained a computer vision model for beach volleyball analysis — using roboflow rapid SAM3 python for detection of players, ball, net — automated stat collection and dataviz for ball touches, speed, height, net crosses could expand this prototype for individual player stats, court coverage heatmap, automated line calling, analysis of hit technique, turning a full match video into highlight reels, etc. if you want to beta test this system for volleyball (or other sports), send me a dm workflow and more details below
12 Dec 2025
i trained a computer vision model to detect basketball players and points made roboflow rapid SAM3 found the key objects through natural language prompts then I wrote a python script to track the ball and record a basket if the ball enters the hoop from above ideas for improving this: tally up points and assists for each player individually, distinguish between 2 vs 3 pointers, create automated highlight reels from full game footage
163
306
4,713
739,572
Jamie Eduardo Rosal retweeted
Make critical thinking a foundational subject in education. Teach students how to think critically, analyze information, and discern fact from fiction using scientific methods, creating a more discerning and informed society.
100
773
3,022
113,675
Jamie Eduardo Rosal retweeted
BREAKING: Google Gemini launched a new feature called Guided Learning. You can now use it to learn literally anything, step by step, like a personal tutor. Here’s how to access it 👇
114
940
8,260
924,818