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Blue Cross: AI Coding Adds $942M to Hospital Bills

Blue Cross: AI Coding Adds $942M to Hospital Bills

A Blue Cross Blue Shield Association analysis of claims covering a third of Americans found hospitals' AI coding tools added $942 million in costs over two years with no matching change in patient care.

Anthropic Founders Seek 50.1% Votes on 2% Stakes

Anthropic Founders Seek 50.1% Votes on 2% Stakes

Anthropic's seven co-founders want permanent majority voting control before the IPO, while owning about 2% of the company each - a structure that puts them at odds with the Trust, labor investors, and index funds.

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Guides

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Reviews

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GPT-6 Astra Review: Genius Benchmarks, Thin Trust

GPT-6 Astra Review: Genius Benchmarks, Thin Trust

OpenAI's most capable model yet tops cybersecurity and agentic benchmarks, but a rocky rollout, user complaints of degraded output, and its own system card's warnings about hidden reasoning complicate the launch.

Leaderboards

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Models

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GPT-6 Astra

GPT-6 Astra

OpenAI's frontier GPT-6 Astra tops FrontierMath, ARC-AGI-3, and ExploitBench, but it's the first OpenAI model to cross the Critical cybersecurity threshold with a documented drop in chain-of-thought monitorability.

Bonsai 1.7B

Bonsai 1.7B

PrismML's smallest Bonsai checkpoint compresses Qwen3-1.7B under 0.5GB, and now powers the vision-language model behind Qualcomm's Snapdragon AR1 smart glasses demo.

GPT-5 mini

GPT-5 mini

OpenAI's original cost-efficient GPT-5 variant pairs a 400K context window with $0.25/$2.00 per million token pricing, still doing quiet duty as a cheap backbone for research agents a year after launch.

Recent

Qwen3.5-4B

Qwen3.5-4B

Qwen3.5-4B is a 4B dense multimodal model that matches Qwen3-30B on MMLU-Pro and beats GPT-5-Nano on vision benchmarks. Runs on 8GB VRAM, Apache 2.0 licensed, 262K-1M context.

Qwen3.5-9B

Qwen3.5-9B

Qwen3.5-9B is a 9B dense model that outperforms Qwen3-30B on most benchmarks and beats GPT-5-Nano on vision tasks. Natively multimodal with 262K-1M context, Apache 2.0 licensed.

GPT-5.4 Leaked Twice in Codex Repo PRs - Here Is What We Know

GPT-5.4 Leaked Twice in Codex Repo PRs - Here Is What We Know

Two pull requests in OpenAI's public Codex GitHub repo referenced GPT-5.4 before being scrubbed - one adding full-resolution vision support, the other a fast mode toggle. Seven force pushes and a deleted employee screenshot confirm this was not intentional.

Huawei Takes Atlas 950 Global to Challenge Nvidia

Huawei Takes Atlas 950 Global to Challenge Nvidia

Huawei debuts its Atlas 950 SuperPoD at MWC Barcelona - 8,192 NPUs delivering 8 ExaFLOPS - marking its first overseas showcase of the AI supercomputer that directly targets Nvidia's cluster dominance.

AWS Trainium3 - Amazon's 3nm AI Accelerator

AWS Trainium3 - Amazon's 3nm AI Accelerator

Complete specs, benchmarks, and analysis of AWS Trainium3 - Amazon's TSMC 3nm AI chip with 2.52 PFLOPS FP8, 144GB HBM3e, and NeuronLink-v4, powering Anthropic's Claude through Project Rainier.

Etched Sohu - Transformer-Only Inference ASIC

Etched Sohu - Transformer-Only Inference ASIC

Full specs and critical analysis of the Etched Sohu - a transformer-specific ASIC claiming 500K+ tokens/sec on Llama 70B, built on TSMC 4nm with 144GB HBM3E. Bold claims, but no independent benchmarks yet.

Hailo-10H - Edge AI With On-Device LLMs

Hailo-10H - Edge AI With On-Device LLMs

Complete specs, benchmarks, and analysis of the Hailo-10H - a 2.5W edge AI accelerator with 40 TOPS INT4, on-module LPDDR4, and the ability to run LLMs and VLMs on a Raspberry Pi at 10 tokens per second.

NVIDIA Rubin CPX - Inference GPU With GDDR7

NVIDIA Rubin CPX - Inference GPU With GDDR7

Full specs, benchmarks, and analysis of the NVIDIA Rubin CPX - a purpose-built inference GPU with 128GB GDDR7, 30 PFLOPS NVFP4, and 3x faster attention versus Blackwell, targeting million-token context workloads.