FeelCool

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FeelCool

The FeelCool editorial team covers AI, gadgets, software, cybersecurity and the business of tech. We test products hands-on, explain complex topics in plain English and follow a strict editorial policy on accuracy and independence.

AI

Runtime and memory constraints in Llama 3.2 edge deployment

Deploying Llama 3.2 3B on smart glasses via ExecuTorch presents challenges like static context length and lack of KV cache. While Meta Ray-Bans hold 80% market share, privacy concerns persist due to a 2.4% PII memorization rate during model inversion attacks.

AI

The Memphis supercluster and the FSD data surge

xAI's Memphis supercluster expansion reaches 2 gigawatts of capacity with 555,000 NVIDIA GPUs. This massive deployment supports Grok training and the immense data influx required for Tesla FSD v13 rollout.

Software & Apps

GitHub Copilot workflow failures and billing shifts

GitHub Copilot's autonomous merge rollout has caused reliability issues, including a 49% cancellation rate for pending review runs. Developers also face new credit-based billing costs and security risks like unauthorized file operations and secret leaks during AI-assisted commits.

AI

Amazon Bedrock marketplace expansion and Claude 4 integration

AWS launched an agent marketplace with Anthropic featuring Claude 4 models like Claude Sonnet 4. These new commerce agents can increase purchase completion by 60% while providing developers with specialized tools for retail, travel, and telecom applications.

AI

The history of Baidu’s Ernie Bot and the 2026 AI market

Baidu's Ernie Bot grew to 300 million users by June 2024 and evolved into the efficient Ernie 5.1 model. The 2026 AI market features intense competition between Baidu, Doubao, and Qwen as OpenAI faces restrictions in 34 markets.