OpenAI reports that its top 10% of enterprise customers by output tokens per active user generated 8.3 times as many tokens per active user as the middle decile in June, up from 2.6 in January, while …
Memory prices have surged 500% in 12 months, with 128GB DDR5 kits now costing $3,399, ten times their lowest-ever tracked price, according to Tom's Hardware. Hyperscale buyers have reportedly locked i…
Google is reportedly partnering with AMD to design a next-generation Tensor Processing Unit (TPU) that integrates CPU cores into the processor package, targeting reinforcement learning and agentic AI …
Ego Lite, an open-source browser designed for AI coding agents such as Codex and Claude Code, has gained around 10,000 GitHub stars. It allows agents to control a user's logged-in browser session loca…
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…
AWS is pairing its Trainium chips with Cerebras CS-3 systems to split transformer inference into prefill and decode phases, with Trainium handling prefill and Cerebras handling decode, shipping as a p…
A developer running llmlatency.dev measured time-to-first-token (TTFT) and time-to-first-byte (TTFB) for about 45 AI inference providers from four regions, finding that the two metrics often produce c…
OpenAI on August 13 unveiled a limited preview of Ultrafast mode for its flagship GPT-5.6 Sol model, running on Cerebras wafer-scale inference chips instead of Nvidia GPUs, delivering up to 750 output…
OpenAI and Cerebras announced on August 13 that GPT-5.6 Sol, OpenAI's flagship frontier model, now runs at 750 output tokens per second through a new 'Ultrafast' API tier, 14 times faster than standar…
Cerebras Systems' knowledge base rebuild, documented across four posts, shows that hybrid retrieval alone never outperformed pure vector search on the company's support corpus, but adding an LLM reran…
The Cerebras knowledge base project concluded with a lightweight web UI built on FastAPI and vanilla JavaScript, serving two endpoints for LLM-free search and full retrieval-augmented generation. The …
A developer rebuilt the Cerebras knowledge base as an MCP server that exposes raw, LLM-free retrieval tools for external agents like Claude Code. The server makes zero model calls, instead handing rec…
A developer rebuilt the Cerebras knowledge base retrieval pipeline, adding an LLM reranker that boosts mean reciprocal rank from 0.57 to 0.90 on a 31-question evaluation. The hybrid retrieval plus rer…
OpenAI previewed Ultrafast, a new API tier delivering GPT-5.6 Sol at 750 output tokens per second, 14 times faster than Standard mode, using Cerebras' Wafer-Scale Engine with 44 GB of on-chip SRAM. Th…
A developer has built SARA, an open-source WhatsApp AI agent platform, after finding existing chatbot frameworks inadequate. The platform features 20 vertical-specific agent profiles with domain-speci…
OpenAI has released a preview of Ultrafast mode for GPT-5.6 Sol, delivering up to 750 output tokens per second at 14x the speed of standard processing, according to TechCrunch. The mode, powered by a …
OpenAI has opened a limited preview of OpenAI Ultrafast, an API tier serving GPT-5.6 Sol at up to 750 output tokens per second on Cerebras wafer-scale silicon, roughly 14 times faster than its Standar…
OpenAI and Cerebras are previewing an "Ultrafast" mode for GPT-5.6 Sol that delivers 750 tokens per second, roughly 14x the standard tier's ~53 tokens per second, marking the first time a closed front…
French startup Kog claims its software can deliver 30x faster LLM inference on standard datacenter GPUs, demoing 3,000 tokens per second on a 2-billion-parameter model using AMD MI300X and NVIDIA H200…
Google released Gemini 3.7 Flash, a new AI model priced at $1.50/$7.50 per million input/output tokens, which appears competitive with Claude Sonnet 5 and is offered at a 50% discount on OpenRouter. O…