SemiAnalysis founder Dylan Patel said on the Dwarkesh Podcast that most of the value generated by frontier AI models is captured by sophisticated users like Jane Street and Meta, not by model provider…
Anthropic, a leading U.S. frontier AI lab, reported Q2 2026 revenue of approximately $11.5–$11.6 billion and turned profitable for the first time, while OpenAI reported Q2 revenue of $6.7 billion but …
OpenAI has published benchmark results for Jalapeño, its first custom AI inference chip, claiming it outperforms NVIDIA's GB200 and GB300 in throughput, latency, and power efficiency simultaneously. T…
Research released today shows that agentic scaffolding, not the base model, drives most performance gains and benchmark scores are bands influenced by option order and prompt wording, while scaffoldin…
OpenAI revealed benchmark results for its first custom inference chip, Jalapeño, co-developed with Broadcom on TSMC's 3nm node, at Hot Chips 2026 on August 25. The chip delivers 1.5x–1.9x more AI work…
OpenAI's custom AI inference chip, Jalapeño, outperforms Nvidia's Blackwell system on SemiAnalysis' InferenceX benchmark, delivering higher tokens-per-user throughput and better efficiency (tokens per…
OpenAI's first in-house inference chip, "Jalapeño," outperforms Nvidia's Blackwell and Rubin in throughput and energy efficiency, according to SemiAnalysis tests presented at the Hot Chips conference.…
OpenAI reported Tuesday that its custom inference chip, Jalapeno, delivered between 1.5 and 1.9 times more AI work per watt at peak throughput than Nvidia GB200 and GB300 systems across three public m…
OpenAI reported that its custom inference chip, Jalapeño, outperforms NVIDIA's Blackwell GPUs on throughput per watt and latency across several open models, delivering 1.5 to 1.9 times more AI work pe…
Dylan Patel, founder of SemiAnalysis, said on the Dwarkesh Patel podcast that Anthropic and OpenAI are on track to control most of the world's usable FLOPs within the next few years because they can m…
OpenAI said its Broadcom-built Jalapeño inference chip delivers 1.5 to 1.9 times more AI work per watt than Nvidia's GB200 and GB300 systems on tested models, with 1.7 to 3.6 times lower end-to-end la…
OpenAI has disclosed first measured results for its custom inference chip, Jalapeño, showing a 1.5 to 1.9 times increase in AI work per watt at peak throughput compared to leading commercial systems, …
OpenAI's new inference chip, Jalapeño, outperforms Nvidia's Blackwell and other competitors in performance per watt across almost all scenarios, according to benchmarks run by SemiAnalysis with OpenAI…
OpenAI unveiled its Jalapeño AI accelerator at the Hot Chips conference on Tuesday, claiming the custom chip, developed with Broadcom, delivers 1.5x to 1.9x higher peak throughput and 1.7x to 3.6x low…
OpenAI unveiled its custom AI inference chip, Jalapeño, at the Hot Chips conference, reporting 1.5 to 4 times the performance-per-watt of leading AI chips, including Nvidia's Blackwell, based on SemiA…
NVIDIA Corp. detailed its Rubin GPU and Vera Rubin NVL72 rack at Hot Chips 2026, targeting agentic AI workloads with a full-stack platform spanning seven chips and five racks. The company claims up to…
SemiAnalysis's AgentX benchmark shows NVIDIA's Vera Rubin NVL72 delivers up to 30x higher AI-factory throughput per megawatt than GB300 NVL72 for agentic-coding inference, while GB300 NVL72 extends it…
Cerebras Systems unveiled the CS-4 AI accelerator, which CEO Andrew Feldman calls the fastest system in the industry, doubling the performance of the CS-3 by boosting clock speed on the same 5nm WSE-3…
SemiAnalysis announced AgentX 1.0, the world's first fully open source multi-turn agentic coding inference benchmark at 1 million context, released under Apache 2.0, after spending more than $3M build…
Four launches today focus on verifying agent output rather than generating it: Conveyor requires every code diff to trace back to an approved intent, VinvAI evaluates fixes against hidden tests, Skill…