



Apr 15 · 5 min read · On April 8, a horse suddenly appeared on the Artificial Analysis video arena leaderboard. An anonymous model called HappyHorse scored 1333 Elo in text-to-video and 1391 in image-to-video, breaking both records and knocking ByteDance's SEEDANCE 2.0 of...
Join discussionApr 14 · 5 min read · I previously wrote three posts about edge AI, covering cost, power dynamics, and legal boundaries. They all addressed "why edge?" This one goes a step further to talk about what this device should actually look like. Large Models Don't Run Well on th...
Join discussionApr 14 · 5 min read · I previously wrote three posts about edge AI, discussing cost, power dynamics, and legal boundaries. All explained "why edge AI is worth doing." This post takes the next step—what should this device actually look like. Large Models Don't Run Well on ...
Join discussionApr 13 · 6 min read · Windows Task Manager is lying to you. Here is how we went under the hood of NVML to find out why your GPU is actually slowing down. If you’ve been running local AI models lately, you’ve probably enco
Join discussionApr 10 · 7 min read · On April 8, a pony suddenly appeared on the Artificial Analysis Video Arena leaderboard. An anonymous model called HappyHorse scored Elo 1333 for text-to-video and 1391 for image-to-video, breaking records in both categories and knocking ByteDance's ...
Join discussionApr 8 · 4 min read · In software, the most reliable systems are rarely the most complex ones. They are the ones with fewer moving parts, fewer edge cases, and fewer opportunities for silent failure. Residential energy
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Apr 8 · 5 min read · Exploring the STM32F4: Unlocking Advanced Applications with Microcontrollers in Embedded Systems Microcontrollers have become the backbone of modern embedded systems, enabling a wide spectrum of applications ranging from consumer electronics to indus...
Join discussionApr 7 · 13 min read · Could your AI project be crippled by insufficient RAM? Training large models demands immense memory, often exceeding that of thousands of average computers combined. The amount of RAM needed for AI varies significantly, from 16GB for basic tasks to o...
Join discussionApr 7 · 11 min read · Could your AI's intelligence be capped by its memory speed? DRAM memory in AI acts as the high-speed workspace for AI agents, enabling rapid recall of crucial data and parameters. This volatile memory is fundamental for efficient processing, directly...
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