Sunday, May 10 2026

LLM engineers need to know topics from tokenisation to evaluation to work with modern language models. This changes the curriculum for LLM engineering courses and the skills required for LLM engineering job positions.

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NVIDIA AI released cuda-oxide v0.1.0, a custom Rust-to-CUDA compiler backend that compiles Rust functions to PTX. This changes the workflow for developing GPU-accelerated applications using Rust, allowing for single-source host+device compilation with one cargo oxide build command.

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Gemini API File Search is now multimodal, allowing for more advanced search capabilities. This changes the file search functionality in applications that use the Gemini API, enabling developers to build more powerful and flexible search tools.

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The S&P 500 has extended its winning streak to 6 weeks, driven by positive earnings, economic data, and a high-profile AI partnership. This changes the investment strategy for stocks, as investors can now consider AI-driven companies and economic indicators as key factors in their decision-making process.

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European Central Bank Governing Council member José Luis Escrivá says that central banks must review the resilience of financial infrastructure due to AI risks. This changes the risk assessment tool used by central banks, as they must now consider the potential impact of AI on financial stability and defend against risks posed by stablecoins.

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Nvidia has invested over $40 billion in equity bets in AI companies this year, pouring billions of dollars into companies across the AI infrastructure stack. This changes the venture capital workflow, as investors can now consider partnering with Nvidia or investing in AI infrastructure companies that have the potential to receive significant funding from major players like Nvidia.

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Nigel Martyn, a former England footballer, may represent his country again in cricket almost 24 years after his last football appearance. This changes the potential lineup for England's cricket team and could impact their strategy for upcoming matches.

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Two run coaches weigh in on whether runners should adjust their form when running on a treadmill versus outdoors. This changes the way runners should approach their training sessions, potentially altering their treadmill workouts and outdoor runs to optimize their form and performance.

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Manchester United's return to the Champions League has lifted the mood at Old Trafford, but a recent performance at Sunderland highlighted the need for significant improvements. This changes the priorities for Manchester United's summer transfer window and preseason preparations, as they look to strengthen their squad and address weaknesses exposed in recent matches.

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Scott Clark introduces a Maslow's hierarchy of observability, which includes telemetry for logging, monitoring for known signals, and post-production analysis to identify agent failures that evaluations may miss. This changes the evaluation workflow, allowing teams to improve complex LLM systems and agents in production by implementing a more comprehensive observability strategy today.

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