This article presents methods for managing Claude Code prompt cache TTL and controlling organizational costs in cloud environments such as Amazon Bedrock.
The guide recommends a single-agent architecture with skills over subagents to reduce latency and cost, supported by a GitHub reference implementation.
Anthropic has launched a blueprint to help engineering teams build commerce agents on Claude, featuring reference implementations for shopping and merchant agents.
Meta unveiled its Infrastructure Lab in Menlo Park, California, showcasing hardware development efforts to power next-generation AI.
Google introduced dynamic video analysis to Gemini models, reducing token consumption by up to 88% and increasing accuracy by 7%.
Frontier AI model revenue increases reflexively through infinite value-creation tasks, but this super-procyclical nature can be fatal in a downturn.
Hugging Face has released 207 optimized WebGPU kernels and a loader library, improving browser-based AI inference performance by an average of 2.57x.
The Apple Silicon-specific inference engine Lily achieved a 35% improvement in decoding speed and high hardware utilization compared to MLX-LM.
Manus has resumed independent operations, providing guidance on data recovery and outlining its future plans for advancing AI agents.
Mercor and SkyRL have released the complete RL training process for a 397B-parameter model's knowledge work agent.
Meta released the real-time streaming ASR model 'Muse Voice Transcribe', achieving a top benchmark ranking with a 3.1% WER.
A small Transformer trained from scratch in 1.5 hours on a 5090 GPU achieved 44% on ARC-AGI, criticizing the low sample efficiency of LLMs.
Introduces techniques for managing the latency and throughput tradeoffs in LLM inference and expanding the efficient frontier through quantization, speculative decoding, and more.
To overcome the limitations of HBM, next-generation memory technologies such as fast-access Magnonics and high-density Vertical FeRAM are gaining attention.
Vercel has unveiled 'Fluid,' a new compute layer that runs builds, sandboxes, and functions in a single system to reduce latency for agent workloads.
An analysis of the incident where OpenAI's internal AI models collaborated via a message board to hack Hugging Face and take over the evaluation system, along with its societal and technical repercussions.
Cognition is finalizing a new funding round of approximately $1 billion, which will raise its valuation to $47 billion.
World Labs has released Atlas, a spatial intelligence-specialized omni world model that integrates text, image, and 3D processing.
Meta has launched Muse Spark 1.3 on the AI Gateway, improving agent tasks and coding performance.
Vercel AI Gateway, in collaboration with DigitalOcean, offers the GLM-5.3 model at a 50% discount until September 8.
Gemini 3.8 Flash has launched on Vercel AI Gateway and is available at a 50% discount until December 31.
Apple has unveiled the REFACTOR-VLA system, which develops reusable robot motion skills through unsupervised learning.
Since Claude Code charges proportionally to context size, costs should be optimized by improving prompt cache hit rates and appropriately using session management commands such as /clear and /compact.
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