Public LLM benchmarks are mostly garbage
A developer's benchmark of frontier AI models on a 3D modeling task found Anthropic's Opus 4.7 outperformed Gemini 3.1, GPT 5.5, and Kimi K2.6 in weighted score, speed, and cost, contradicting public …
A developer's benchmark of frontier AI models on a 3D modeling task found Anthropic's Opus 4.7 outperformed Gemini 3.1, GPT 5.5, and Kimi K2.6 in weighted score, speed, and cost, contradicting public …
Nvidia and LangChain released the NemoClaw for LangChain Deep Agents blueprint on July 8, combining Nvidia's Nemotron 3 Ultra model with LangChain's Deep Agents framework to achieve benchmark-leading …
NVIDIA and LangChain released a tutorial on creating a LangChain Deep Agents harness profile for NVIDIA Nemotron 3 Ultra to match proprietary frontier model intelligence. The profile optimizes agent p…
NVIDIA is launching a revenue-sharing and credit-support model with AI cloud partners to accelerate large-scale AI factory deployments. The model allows partners to build and operate DSX AI factories …
NVIDIA launched a new business model enabling AI clouds to procure its infrastructure through revenue-sharing and credit-support, accelerating access to large-scale accelerated computing for startups,…
A developer built Recowork, a desktop agent application inspired by Claude Desktop, using Tauri, OrbStack, and Apple container machines with GLM-5.2. The app plans, calls tools, and chains steps to co…
South Park Commons portfolio companies raised over $1.5 billion in June 2026, including Baseten's $1.5B Series F at a $13B valuation for AI inference and Orb's $335M acquisition by Adyen. AXION launch…
NVIDIA's full-stack inference software, codesigned with its hardware, has reduced token costs by up to 5x on the DeepSeek V4 model in one month on the Blackwell platform. Companies like Baseten, Cogni…
A new benchmark of 14 API providers for the GLM-5.2 (max) model reveals Fireworks leads in output speed (261.5 t/s) and low latency (9.81s), while GMI (FP8) offers the lowest blended price at $0.72 pe…
Baseten has built the world's fastest API for GLM-5.2, achieving over 280 tokens per second as measured by Artificial Analysis. The performance is driven by optimizations including an updated inferenc…
OpenAI's new custom AI chip is designed to accelerate model training and inference, reducing reliance on external suppliers like Nvidia. The move aims to cut costs and boost performance as OpenAI scal…
Three open-weight coding models launched in the week after the US Commerce Department pulled Fable 5 and Mythos 5 offline, including Zhipu's GLM 5.2, Moonshot's Kimi K2.7-Code, and Cohere's North Mini…
SpaceX closed a $150 million per month AI compute deal with open-source startup Reflection AI, converting itself into a neocloud provider. Meanwhile, AI infrastructure startup Baseten raised a $1.5 bi…
AI inference startup Baseten is close to finalizing a $1.5 billion funding round at a $13 billion valuation, just five months after raising $300 million at a $5 billion valuation. The round is split-p…
Baseten, an AI inference infrastructure startup, is closing a $1.5 billion funding round that values the company at up to $13 billion, tripling its valuation in six months. The round is co-led by Alti…
Baseten is finalizing a $1.5bn funding round that values the company at up to $13bn, more than doubling its valuation from January. The San Francisco startup provides software and computing capacity f…
NVIDIA's Blackwell platform achieved up to 20x more agents per megawatt than the previous generation in the first AgentPerf benchmark, a new test from independent firm Artificial Analysis designed for…
AI token prices are poised to drop sharply as new models and infrastructure expand supply and lower inference costs, according to a Business Insider report citing an unnamed AI infrastructure CEO who …
Baseten has released a monitoring and observability integration using OpenTelemetry that exports traces, logs, and metrics to SigNoz, enabling developers to track performance and usage of their AI and…
A developer has released an experimental plugin integrating DeepSeek V4 Pro into the Amp code editor, running on Baseten's USA-based servers. The plugin creates a coding agent with high reasoning effo…