Reports emerged this week confirming what many industry observers have long suspected but been afraid to explain: China has launched a semiconductor “Manhattan Project.” This massive state-backed initiative has a unique existential goal: to reverse-engineer the ultra-complex lithography machines currently…
The key to R1’s success was distillation, a technique that makes AI models more efficient. It works by having a larger model teach a smaller model: you run the teacher’s model through lots of examples and record the answers, and…
With their ability to create human-like content at scale, LLMs are exposed to additional risks compared to traditional software systems. It can produce harmful responses, such as hallucinatory content, various forms of toxic/hate speech, copyrighted material, and personally identifiable information…
Podcast: Play in a new window | download Subscribe: Apple Podcast | I’ve had a lot of conversations about AI over the past couple of years, some of them useful, some of them exaggerated, and some of them that make…
Machine‑learning systems have moved far beyond academic labs and into mission‑critical applications like medical diagnostics, credit decisions, content moderation, and generative search. These models power decision‑making processes, generate text and images, and react to dynamic environments; however, they are only…
Throughout history, the ambition of technological progress has always been driven by the pursuit of human prosperity. But with AI, we are closer to a fundamental examination of fulfilling this promise for the next generation. In my role as CTO…
“At MIT, innovation ranges from awe-inspiring technology to down-to-Earth creativity,” noted Chronicle, during a campus visit this year for an episode of the program. In 2025, MIT researchers made headlines across print publications, podcasts, and video platforms for key scientific advances,…
Physical AI vs. Traditional AI: Why the Future of Safety Is Moving to the Edge Massive changes are occurring within industries and sectors around the world and they are fuelled by an ever-increasing demand for faster, more reliable, and more…
OpenAI has just been flagged 10 years With the big news: Release of GPT-5.2It’s a model designed to perfect cognitive work, and a bold prediction from CEO Sam Altman that superintelligence is now practically inevitable in the next decade.
This piece walks you through the basics Explanation of robots dataand share ideas for meeting these requirements, and how Cogito Tech’s scalable, domain-specific data annotation workflow, backed by deep expertise and proven expertise, supports next-generation robotics. What is robots data…
AI Research and Innovation: 8-Point Weekly Summary (December 9-16, 2025) 1. OpenAI releases GPT-5.2 (“Code Red”) OpenAI GPT-5.2 has been officially released on December 11, positioning it as “the most capable model of professional knowledge work” to date. The release,…
Introduction—The GPU Arms Race Generative AI applications exploded in late‑2023 and 2024, driving record demand for GPUs and exposing a split between memory‑rich accelerators and latency‑oriented chips. By the end of 2025, two competitors dominate the data‑center conversation: AMD’s Instinct…
