Introducing the job of 2025: DeepSeek x100 Prompt Engineer with 10 years of experience.
The role of the future demands expertise in crafting and optimizing AI interactions, driving innovation at the intersection of technology and creativity.
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#llm
I've shared a new paper in a separate post (link in comments) that critically examines #GaussianProcesses.
The paper's experiments demonstrate that Gaussian processes are inherently miscalibrated and never achieve proper calibration!
Despite this, parts of the UK academic community have for decades promoted Gaussian processes as a "robust uncertainty quantification framework', even though they generally fail to provide the calibrated predictions necessary for safe and reliable machine learning.
#bayesianism
@LayahHeilpern This is something we noticed with a friend 3 months ago, so many videos on YouTube people talking about how they cant get a job. When something similar happened the past?
When it comes to #timeseries#forecasting, transformers aren't the answer.
A new state space model architecture outperforms them all.
'Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models' by @behrouz_ali and coauthors. 🔥🔥🔥🔥🔥
Check out my rapidly growing repo "Transformers_Are_What_You_Dont_Need" (link in comments).