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Recent posts tagged nvidia

Level UI • 20 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
Tom Smithverified • 4 days • in Articles • 5 min read
Data Residency Isn't Sovereignty: F5 and NVIDIA Add a Control Layer for AI Agents
Europe and Asia want AI they control. Governments and enterprises are pushing for models and infrastructure that run locally, under local rules. But putting GPUs in-country doesn't answer the harder question: who controls what happens to the data, th...
post-cover-32586
  • agenticai
  • aisecurity
  • sovereignai
  • nvidia
0 Reactions 0 Comments
stjepan • Oct 9 • in Articles • 11 min read
Reverse Engineering NVIDIA CUDA Binaries with Data Clustering and AI
Motivation I am not a data scientist/engineer, but I wanted to do a little experiment on NVIDIA Cubin binary code. I recalled my colleague's thesis on Data Clustering and wondered what would actually happen if we tried something like that on an NVI...
post-cover-30488
  • clustering
  • ai
  • nvidia
2 Reactions 1 Comments
stjepan • Sep 25 • in Articles • 4 min read
Reverse-Engineering NVIDIA: Changing a register operand
Motivation In the previous article../nvidia-reverse-engineer-gpu-code I have started reverse-engineering a simple CUDA binary by modifying the value of a pointer variable. After identifying where the value was stored and successfully running the m...
post-cover-28618
  • nvidia
  • cuda
  • reverse-engineering
  • cubin
0 Reactions 0 Comments
YasirAwan4831 • Sep 22 • in Articles • 2 min read
No Chance of AI Ending Humanity by 2030: NVIDIA CEO Jensen Huang
The rapid development of Artificial Intelligence AI has sparked growing debate about its potential impact on humanity and the future of civilization. While some AI researchers have warned about extreme risks, NVIDIA CEO Jensen Huang has strongly reje...
post-cover-28180
  • artificialintelligence
  • jensenhuang
  • nvidia
  • aiethics
5 Reactions 0 Comments
fluxread • Sep 16 • in Articles • 1 min read
Inside the Gemini-Powered Siri: Why Apple Rented Its AI Brain from Google
Apple officially shipped its flagship Siri overhaul, but the core reasoning engine isn't running on native silicon it's powered by a customized, 1.2 trillion parameter Google Gemini model. For developers and system architects, this represents a mass...
post-cover-27418
  • apple
  • googlegemini
  • ai
  • nvidia
0 Reactions 0 Comments
stjepan • Sep 6 • in Articles • 4 min read
Reverse-Engineering NVIDIA: Modifying a CUDA binary
Motivation For quite a while I wanted to find out how NVIDIA really works under the hood. One of the greatest unknowns for me was how GPU code is compiled, packaged and loaded. So I accepted my own challenge: let's try and decode machine code runni...
post-cover-26347
  • nvidia
  • cuda
  • gpu
  • reverse-engineering
0 Reactions 0 Comments
KarthikUnni • Sep 1 • in Articles • 4 min read
CUDA, ROCm, and the GPU Software Stack: Where Do You Even Start?
If you've worked with PyTorch, you've probably written something like model.cuda and watched your model start running on the GPU. But what actually happened after that? How does a line of Python eventually turn into thousands of threads doing computa...
  • gpu
  • nvidia
  • programming
1 Reactions 0 Comments
Tom Smithverified • 16 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
KarthikUnni • Aug 29 • in Articles • 6 min read
I Tried Getting Closer to the GPU With Triton
I've been trying to understand what actually happens when a piece of ML code reaches the GPU. Not the usual model.cuda and GPU go brrrr kind of understanding, but the actual stuff underneath it — threads, warps, memory, kernel launches, and why some ...
  • gpu
  • nvidia
  • programming
3 Reactions 2 Comments
KarthikUnni • Aug 23 • in Articles • 3 min read
My CUDA/GPU Journey: From "What Even Is a GPU?" to Actually Fascinated
A few months ago, if you'd asked me what a GPU actually does, I would've mumbled something about "graphics" and changed the subject. I'm an undergrad, self-taught in most of what I know about programming, and until recently, GPUs were just... backgr...
  • ai
  • gpu
  • kernal
  • nvidia
2 Reactions 0 Comments
Tom Smithverified • Jun 17 • in Articles • 6 min read
Everpure Data Stream Takes Aim at the AI Pipeline Problem
Enterprises aren't running out of data. They're running out of ways to make it useful. The gap between raw enterprise data and production-ready AI is where most projects die. Data scientists spend months wrangling ingestion pipelines, cleaning unstr...
post-cover-20731
  • datastream
  • aiinfrastructure
  • nvidia
  • mlops
2 Reactions 1 Comments
Nikhilesh Tayal • May 24 • in Articles • 1 min read
Has AI started to explore engineering spaces other than coding?
NVIDIA GPUs helped train LLMs that are now helping design the next generation of NVIDIA GPUs. Yes, there is something recursive happening here. Nvidia trained internal LLMs: ChipNeMo and BugNeMo on decades of proprietary chip-design data. T...
  • ai
  • hardware-engineering
  • nvidia
3 Reactions 2 Comments
herakles-dev • Mar 28 • in Articles • 4 min read
Beyond Vibe Coding: The Architecture Behind Autonomous AI Agent Systems
Beyond Vibe Coding: The Architecture Behind Autonomous AI Agent Systems There's a ceiling to prompt-and-paste development that most people hit without realizing it. You prompt an AI, get code back, copy it into your project, fix what's broken, repe...
post-cover-13577
  • aiagents
  • aiinfrastructure
  • agentic-ai
  • nvidia
2 Reactions 1 Comments
Tom Smithverified • Mar 16 • in Articles • 4 min read
HPE Brings NVIDIA Vera Rubin and Vera CPU to AI Factories and Supercomputers at GTC 2026
HPE used NVIDIA GTC 2026 to announce the most significant refresh of its AI infrastructure portfolio since the company started building exascale systems. The updates span two product lines — HPE's supercomputing platform and its AI Factory portfolio ...
post-cover-12959
  • hpe
  • nvidia
  • gtc2026
  • verarubin
2 Reactions 0 Comments
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