inference

"Perpetual is a gradient boosting machine (Rust core, Python/R bindings) that replaces hyperparameter tuning with a single budget parameter."

"Perplexity signs a multiyear deal with CoreWeave to use dedicated clusters powered by Nvidia Grace Blackwell chips for AI inference; CRWV jumps 5%+ pre-market"

"So then I started the experiment, and the result was "87%"."

"I wrote a detailed Medium post that walks through the full architecture, the way I'd explain it in an interview."

"The competition's focus is shifting from 'which model to choose' to 'which inference base to put it on'."

"GPT-5.3-Codex-Spark is a lightweight model specialized for real-time coding, achieving an inference speed of over 1,000 tokens/second"

"Micron has launched the world's first 256GB ultra-large capacity LPDDR5X SOCAMM2 memory bar, with samples already sent to customers."

"Gemini 3.1 Flash-Lite: Built for intelligence at scale"

"Deploybase is a dashboard for tracking real-time GPU and LLM pricing across cloud and inference providers."

"Google is releasing the Gemini 3.1 Flash-Lite, which is equipped with 'thinking levels' that control the depth of inference."

"Alibaba Cloud's Qwen team (Tongyi Lab) has released four small models, the "Qwen3.5 Small" series."

"Dashboard for near real-time GPU and LLM pricing across cloud and inference providers."

"ReLand is designed to solve the problem of high computational cost by building a reasoning pool by performing LLM Inference only on a few seed users, and reusing the results for other general users through vector search, thereby drastically compressing the cost while demonstrating high effectiveness and scalability."

"Mercury 2 is applying the concept of a diffusion model to text generation."

"Dashboard for near real-time GPU and LLM pricing across cloud and inference providers."

"Rebellions details industry's first quad-chiplet AI solution with UCIe interconnects — claims Rebel100 AI accelerator equals the power of Nvidia H200 with lower power envelope"

"I built a dashboard for near real-time GPU and LLM pricing across cloud and inference providers."

"The company has already completed the coverage of four core modalities: language, video, voice, and music."

"Codex-Spark is designed for 'real-time, interactive coding,' and is a smaller, faster version of GPT-5.3-Codex."

"By processing some of the inference requests that were being sent to the cloud locally, you can reduce cloud costs while simultaneously gaining the following benefits."

"Qualcomm unveils the 3nm Snapdragon Wear Elite SoC for smartwatches, offering a Hexagon NPU that it says can run on-device AI models with up to 2B parameters"

"If you're running Qwen 3.5 35B A3B locally on engines like llama.cpp, you need to manually set your KV cache to bf16 (-ctk bf16 -ctv bf16) instead of the default fp16."

"Nvidia Corp. is reportedly working on a dedicated inference processor that will be used by OpenAI Group PBC and other artificial intelligence companies to develop faster and more efficient models."

"At around the same speed, with this $600 mini PC, you can run the highly superior Qwen3-27B @ Q4."

"When you quantize the K-cache to 4-bit or even 8-bit, you are actively degrading the attention mechanism's ability to perfectly match the exact syntax of a strict schema defined 40,000 tokens ago."

"open source is now within 5 quality points of proprietary"

"The competition of 'which model is the smartest' is over, and the competition of 'how quickly, cheaply, small, and closely can you run the same intelligence' has begun."

"This blog post walks through how to build a small-scale distributed inference cluster using AMD’s Ryzen™ AI Max+ AI PC platform and run a one trillion-parameter class Large Language Model using llama.cpp RPC."

"A UEFI application that boots directly into LLM chat: no operating system, no kernel, no drivers(well sort of....wifi). Just power on, select "Run Live", type "chat", and talk to an AI."