2025-03-03
Your Chatbot Might Be Leaking SecretsāHereās How to Lock It Down
Secure your RAG chatbot data by controlling access before it reaches the LLM. Filter data based on user roles before retrieval. Implement guardrails and monitoring. Don't rely on the LLM...
The TechBeat: Cybersecurity Is a ScamāAnd Youāre Buying It (3/3/2025)
How are you, hacker? šŖWant to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set...
Hero Snow Reporter Who Took on Vance Still Employed
Good news: at least for now, Lucy Welch remains employed by Sugarbush. From the Boston Globe (archive): In a statement to the Globe, Sugarbush spokesperson John Bleh said the resort...
February Shenzhen Trip Update
It took me a few days to get back to normal after returning from my trip to Shenzhen last week. Overall, pretty decent trip - I met with 1ā¦
This Tech Ended For the Worst Reason | Nostalgia Nerd
Head to https://squarespace.com/nostalgianerd to save 10% off your first purchase of a website or domain using code NOSTALGIANERD ~ SmelloVision is a thing that never really made it, but arguably,...
Started to migrate the section All Feeds (postreads.co/feeds) to proper Discovery. I'm still thinkin
Started to migrate the section All Feeds (postreads.co/feeds) to proper Discovery. I'm still thinking how to properly connect the flows as the Reader (available for logged in users) section starts...
2025-03-02
JD Vance cut his Vermont vacation short, perhaps because of the cold...
JD Vance cut his Vermont vacation short, perhaps because of the cold or because he felt unwelcome. Protesters lined his route all the way back to the airport in Burlington...
Claim Chowder: Ming-Chi Kuo on Demand for the iPhone 16 Lineup
Ming-Chi Kuo, back on Sunday September 15: Based on my latest supply chain survey and pre-order results from Appleās official websites, Iāve compiled key data on iPhone 16ās first-weekend pre-orders...
Elon Musk, Weirdo Extraordinaire
TMZ: Seems Elon Musk is truly going to colonize Mars ... even if he has to do it himself, ācause the tech mogul just welcomed his 14 child! Elon helped...
Next-Gen 3D Detection: Challenges, Innovations & Future Directions
Panopticus is set to expand beyond single-task execution, incorporating dynamic AI resource management and application-specific performance metrics for improved real-world usability.
Advancements in Adaptive and 3D Object Detection for Edge AI
Panopticus introduces a novel approach to adaptive 3D object detection, eliminating the need for depth sensors or offloading, making it ideal for real-time edge AI applications.
Evaluating Panopticus: Performance, Robustness, and Component Analysis
Panopticus outperforms baseline models, improving accuracy and efficiency across diverse environments, from urban driving to low-light conditions.
Edge Devices Are Getting Better at Seeing the World in 3D
Panopticus uses a modular multi-branch design for 3D object detection, balancing accuracy and efficiency through adaptive model selection, feature fusion, and real-time tracking.
How Panopticus Uses AI to Detect Objects in 3D
Panopticus is implemented using CUDA, TensorRT, and PyTorch, optimizing 3D detection with modularized neural networks, parallel processing, and efficient memory management.
Optimizing AI for Real-Time Object Tracking
Panopticus uses a spatial-adaptive execution model to optimize 3D object detection, predicting accuracy and latency for dynamic scheduling of inference branches.
Efficient 3D Object Detection for Edge Devices
Panopticus is a 3D object detection system for edge devices, balancing accuracy and latency through an adaptive multi-branch model and spatial-aware execution scheduling.
Optimizing Omnidirectional 3D Object Detection for Edge AI
Omnidirectional 3D object detection models must balance accuracy and efficiency, adapting to spatial complexity and dynamic environments for real-time AI navigation.
How 3D Object Detection Helps AI Avoid Obstacles
Omnidirectional 3D object detection improves AI navigation by using BEV-based models to process multi-camera images, enhancing depth estimation and obstacle avoidance.
This AI Model Gives Edge Devices Eyes on the Back of Their Heads
Panopticus is an AI system for omnidirectional 3D object detection on edge devices. It optimizes accuracy and latency using spatial-adaptive execution and multi-branch inference.
Python: A Deeper Look Into How Django Transactions Work
Django's transaction.atomic() can be used to create transactions to accomplish atomic operations - DB operations that are guaranteed to all execute and be saved together or fail. Django creates transactions...
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