Inception founder and CEO Stefano Ermon said his company launched its Mercury 2.5 AI model, a diffusion-based system he described as differing from other large language models (LLMs). Ermon explained …
AI output is accelerating faster than human review can adapt, shifting the bottleneck from generation to verification, according to engineering teams and researchers. OpenAI claims an unreleased model…
Inception released Mercury 2.5, which it calls the most capable diffusion LLM on the market and the largest it has ever trained, reporting a 40% intelligence gain over Mercury 2 at 1,107 tokens per se…
AI startup Inception launched Mercury 2.5, a diffusion-based large language model that delivers a 40% intelligence improvement over its predecessor while processing 1,107 tokens per second on standard…
Inception released Mercury 2.5, a diffusion large language model (dLLM) that generates tokens in parallel, achieving 1,107 tokens/sec on standard GPUs and a 10+ point intelligence jump over Mercury 2,…
Inception released Mercury 2.5 Preview on August 31, 2026, claiming 1,107 tokens per second on standard GPUs, a 10-point intelligence jump over Mercury 2, and quality comparable to GPT-5.6 Luna at low…
Relace reports that search consumed more than half the tokens across 1,200 coding agent traces, and a dedicated retrieval model achieved 0.71 Recall@k while a compaction pass cut one real trace by 55 …
Cornell professor and Inception co-founder Volodymyr Kuleshov published a technical guide on July 5 detailing how to build diffusion language models, consolidating research from his group into a repro…
MBZUAI, Cerebras, and Inception released Jais 2, a family of Arabic-centric open large language models, including the largest open Arabic-centric LLM trained from scratch at 70B parameters and an 8B-p…
Inception's Mercury-2, a diffusion-based large language model, outperformed Google's Gemini 3.6 Flash, an autoregressive model, in latency and cost across agentic workflows, achieving 0.00s time-to-fi…
Kilo announced Next-Edit, a feature powered by Inception's Mercury Edit 2 model that predicts code edits based on context, and is making it free for all users for one month. The diffusion LLM architec…
Inception launched Mercury, a family of diffusion-based large language models that generate tokens in parallel rather than sequentially, achieving faster speeds and higher GPU efficiency. The models a…