In this tutorial, we build an end-to-end NVIDIA NeMo AutoModel workflow in Google Colab and use a single GPU to explore the same configuration-driven training architecture that scales to distributed multi-GPU environments. We verify the available CUDA hardware and precision support, install NeMo AutoModel directly from its source repository, load an official Qwen3-0.6B LoRA fine-tuning…
In the minds of prospective EV buyers, charging looms large. Just over half of those surveyed by AAA last year said that public charging infrastructure was a key concern. Those concerns aren’t unfounded. EV fast charging has historically been lackluster. In 2023, after a disastrous road trip, I drafted an EV fast-charging “bill of rights,”…
Chinese language firm Moonshot AI launched a brand new model of its Kimi mannequin this week, producing one other wave of discourse about China and open supply AI. Moonshot said that though Kimi K3 “nonetheless trails probably the most highly effective proprietary fashions, Claude Fable 5 and GPT 5.6 Sol,” the brand new open supply…
Waymo says robotaxi service has resumed after it made “short-term changes” in San Francisco amidst an influence outage that seems to have affected around 7,000 PG&E customers within the metropolis. Based on a screenshot posted on social media, Waymo informed SF prospects that service was “quickly paused” and that “freeway routes are unavailable.” When TechCrunch…
NVIDIA just released DeepStream 9.1. The update targets a persistent problem in video analytics. Tracking one object across many cameras traditionally requires manual camera calibration and complicated calculations. DeepStream 9.1 addresses this with two additions: Multi-View 3D Tracking (MV3DT) and AutoMagicCalib (AMC). Both ship as agentic skills for coding agents. As a result, developers move…
The Division of Justice says that federal workers can now obtain TikTok on their authorities gadgets, according to Reuters. A 2022 legislation banned federal workers from utilizing the short-form video app on these gadgets, however the DOJ reportedly says the legislation not applies, because of a deal transferring possession of TikTok’s U.S. operations to a…
The Honda Prologue, you may have heard, is officially dead — a decision the company confirmed to TechCrunch, removing the last all-electric vehicle from the automaker’s U.S. portfolio. The Prologue’s departure signals more than Honda’s EV backpedaling. It also illustrates a broader EV industry retreat from the U.S. market (in stark contrast to the rest…
Immediate injections, the malicious instructions attackers embed into content material to entice massive language fashions to comply with them, have been attackers’ go-to device for turning AI platforms towards their customers. A well-phrased command sneaked into an electronic mail or calendar invitation is commonly all it takes to trigger the LLM to exfiltrate delicate knowledge…
Google doesn’t specify what the utilization limits are on the free tier—it describes them solely as “commonplace.” You then get 2x these “commonplace” limits on the AI Plus plan, and 4x on the AI Professional plan. The AI Extremely limits are both 5x or 20x increased than these on AI Professional, relying on which degree…
Backpropagation dominates deep learning, yet it uses a mechanism the brain likely cannot. Specifically, the backward pass needs exact transposes of forward weight matrices. This is the weight transport problem. Sakana AI’s new paper, Diffusing Blame, confronts this constraint directly. The research team trains networks that obey Dale’s principle while avoiding weight transport entirely. What…
