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TL;DR Welcome back to Dev Opportunity Radar. This is a weekly series where I share opportunities, resources, and interesting finds that I come across, with the goal of helping people discover things they might otherwise miss. The response to the first edition was far more encouraging than I expected
Using DSPy to automatically create, evaluate, and optimize your prompts The post Automate Writing Your LLM Prompts appeared first on Towards Data Science.
SpaceX is inviting investors to bet on Elon Musk's vision of AI data centers in space and humans on Mars. The sky-high valuation for SpaceX -- nearly $1.8 trillion -- is based on the idea that his legendary run will continue and that Musk can achieve his goal of data centers in space and putting peo
A few months ago, I got tired of manually checking which AI model had the longest context window. Every week, some provider would quietly update a model card, or a new release would drop with a bigger number, and the leaderboard would shift without anyone noticing. So I built something simple but ob
Most RAG systems are optimized for answer quality, not cost—and that blind spot gets expensive fast. In this article, I break down a production-ready cost control layer combining semantic caching, query routing, token budgeting, and circuit breaking, achieving an 85% reduction in LLM costs without s
I have refreshed my page multiple time but hit with this same problem what shall i do? 1 post - 1 participant Read full topic
Three steps into a multi-page research task, the agent lost everything. Not a crash. Not a thrown exception. The function returned, context reset, and the pricing data it had just collected vanished. This failure is predictable: stateless execution environments were never built to hold state across
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 Why I Started This Millions of people want to learn English but cannot afford a private tutor. For many families, this is too expensive. So I decided to build one using AI. Not just a simple chatbot but a real English coach for ever
The white whales join the short, contested list of animals that see themselves.
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 AIME — the American Invitational Mathematics Examination — is the test given to the top 5% of high school math competitors in the US. The problems require multi-step proof construction, elegant reasoning, and a comfort with number t
From image captioning and neural networks to Tesla Autopilot and OpenAI, Andrej Karpathy has helped shape modern AI research. Here are seven major breakthroughs and contributions that influenced ChatGPT, self-driving AI and deep learning.
AI research in 2025 was defined by major shifts. The industry moved beyond chatbots and into reasoning systems, autonomous agent and multimodal systems. Last year, companies like Google DeepMind, OpenAI, Anthropic, Meta, DeepSeek, and NVIDIA pushed AI research into new territory with papers focused
The Sydney-based AAAI Fellow joins the UNSW Business AI Lab to lead a team of Distinguished AI Scientists, in the latest step of Commonwealth Bank’s frontier-AI build-out. Commonwealth Bank of Australia appointed Professor Mary-Anne Williams as its first Chief AI Scientist on Monday, recruiting one
Last summer, Peter Degen's postdoctoral supervisor came to him with an unusual problem: One of his papers was being cited too much. Citations are the currency of academia, but there was something unusual about these. Published in 2017, the paper had assessed the accuracy of a particular type of stat
I read a lot of research papers. And like most people, I found myself constantly: Googling terminology mid-read Losing track of what each section was arguing Forgetting what I'd understood by the next day So I built Research Notes — a free, open-source web app that sits alongside any PDF and helps y
Nvidia director Mark Stevens and his wife Mary have donated $200 million to the University of Southern California to significantly advance AI research and education. This substantial gift aims to position USC as a national leader in AI, with plans for a new AI for Business degree and the renaming of
In 2018, four thousand Google employees signed a petition against Project Maven, a Pentagon contract that used the company’s AI to analyse drone surveillance footage. Google did not renew the contract. It published a set of AI principles pledging not to develop weapons or surveillance technology tha
Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv and feedback from readers. If you’d like to support this, please subscribe. Subscribe now AI systems are about to start building themselves. What does that mean? I’m writing this post because when I look at all the publicl
Bellevue, Wash.-based health data company Truveta announced Truveta Intelligence, a new AI-powered tool that lets researchers ask natural language questions and get answers drawn from de-identified clinical records covering more than 130 million patients. Read More
More than 580 Google employees, including over 20 directors, senior directors, and vice presidents, have signed a letter urging CEO Sundar Pichai to refuse classified military AI work for the Pentagon, according to Bloomberg. The letter, which includes senior researchers at Google DeepMind, was sent
