https://mantravid.com/blog Latest articles and updates from our blog en-us Sat, 25 Jul 2026 02:23:09 -0400 https://mantravid.com/blog/dawkins-on-ai-consciousness https://mantravid.com/blog/dawkins-on-ai-consciousness Richard Dawkins' recent essay on AI consciousness mistakes a sophisticated linguistic mirror for a genuine mind, confusing the shape of feeling with feeling itself. Tue, 05 May 2026 23:49:26 -0400 MantraVid Admin Technology News https://mantravid.com/blog/deepseek-broke-cuda-monopoly https://mantravid.com/blog/deepseek-broke-cuda-monopoly DeepSeek V4 optimized for Huawei's Ascend chips challenges Nvidia's CUDA dominance. The US-China AI gap is closing as two tech stacks emerge. Mon, 27 Apr 2026 15:02:11 -0400 MantraVid Admin Technology News https://mantravid.com/blog/nvlink-vs-pcie-analysis https://mantravid.com/blog/nvlink-vs-pcie-analysis This report examines the hardware reality of NVLink versus PCIe, dissects every major parallelism technique under PCIe‑only constraints, quantifies the viability of quantization on a 96 GB card, and provides clear, scenario‑specific guidance. Sun, 26 Apr 2026 20:14:48 -0400 MantraVid Admin Technology Research https://mantravid.com/blog/mtp-reversal-reasoning-circuit https://mantravid.com/blog/mtp-reversal-reasoning-circuit Multi-Token Prediction (MTP) trains parallel output heads to predict tokens t+1:t+k simultaneously. This mechanism induces reversal reasoning in Transformers, where the model attends to goal nodes first, then traces paths backward through intermediate nodes. Thu, 16 Apr 2026 11:53:07 -0400 MantraVid Admin Technology Research https://mantravid.com/blog/speculative-decoding-deep-dive https://mantravid.com/blog/speculative-decoding-deep-dive Google Research introduced speculative decoding, a technique that can reduce inference times by 2-4x without compromising output quality. This blog post explores how it works, why it matters, and how you can use it today. Tue, 14 Apr 2026 23:46:33 -0400 MantraVid Admin News Research https://mantravid.com/blog/attention-residuals https://mantravid.com/blog/attention-residuals Attention Residuals replaces fixed uniform averaging of residual connections in transformers with softmax attention, allowing each layer to selectively aggregate earlier representations based on content relevance rather than blindly accumulating all outputs. Tue, 14 Apr 2026 23:43:15 -0400 MantraVid Admin https://mantravid.com/blog/ace-self-improving-framework https://mantravid.com/blog/ace-self-improving-framework ACE (Agentic Context Engineering) is a framework that treats LLM contexts as evolving playbooks that accumulate and organize strategies over time This design prevents context collapse and addresses brevity bias by using incremental, modular updates guided by three specialized roles: a Generator, Reflector, and Curator that work together to extract insights and curate knowledge. Thu, 26 Mar 2026 17:59:15 -0400 MantraVid Admin Research Agentic AI https://mantravid.com/blog/msa-memory-sparse-attention https://mantravid.com/blog/msa-memory-sparse-attention MSA or memory sparse attention, a new AI system that can remember 100 million tokens with less than 9% accuracy loss, current AI models forget everything after about 128,000 tokens. Fri, 20 Mar 2026 10:31:31 -0400 MantraVid Admin Research Agentic AI https://mantravid.com/blog/nvidia-nemo-claw https://mantravid.com/blog/nvidia-nemo-claw NVIDIA's NemoClaw wraps OpenClaw AI agents with enterprise grade security kernel level sandboxing via Linux Security Modules, network allow lists, and file system restrictions Thu, 19 Mar 2026 23:21:23 -0400 MantraVid Admin Technology News Agentic AI https://mantravid.com/blog/small-agents-big-results https://mantravid.com/blog/small-agents-big-results This study shows small AI + tools > Big AI. If they "think" too much they forget the rules. Skipping tools, spiraling into infinite loops, and outputting wrong answers. Wed, 18 Mar 2026 15:57:49 -0400 MantraVid Admin Research Agentic AI https://mantravid.com/blog/hermes-agent-intro https://mantravid.com/blog/hermes-agent-intro Self-improving AI agent that learns your patterns, runs anywhere, and costs pennies. Practical walk through inside. Wed, 18 Mar 2026 11:26:46 -0400 MantraVid Admin Technology News https://mantravid.com/blog/announcing-mantravid https://mantravid.com/blog/announcing-mantravid MantraVid is a new platform for mindful technologists. Built for engineers, tinkerers, and thinkers. It moves beyond the hype to focus on intentional development. Sat, 14 Mar 2026 12:00:00 -0400 MantraVid Admin News