Great collection! Agree that failure to play tic tac toe is most interesting. Has someone looked at the recent models more thoroughly
MACHINE LEARNING
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Inquiry About Reasoning Implementation Methods in AI Models
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Any chance there'll be some info whether and how reasoning is implemented? E.g.,
(1) Inference-time scaling
(2) pure RL
(3) RL + SFT
(4) SFT/Distillation-based reasoning?
(5) 1 + 3? -
Cluster Configuration Best Practices for MLOps Workloads
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Dive into best practices and tips on how to choose the best cluster configuration for sophisticated #MLOps workloads. This technical walkthrough discusses:
– Cluster sizing
– Single node vs multi-node
– When to use Databricks Pools
– And more https://
dbricks.co/3WYlMYl -
Contrastive Learning Siamese Networks Historical Development
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Contrastive learning for Joint Embedding Architectures (or Siamese networks) was introduced in 1993, and again in 2005 and 2006.
– Signature verification using a" siamese" time delay neural network
Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, Roopak Shah -
Conda speed advantage lost when using PyPI packages with pip
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It's only fast if you use conda packages. But most AI/ML packages need to be installed from PyPI, so in that case you would have to use pip in your conda env, which is again slower than uv.
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SimCLR BYOL JEA Contrastive Learning History Neural Networks
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True. SimCLR and BYOL are technically JEA, not JEPA.
But the idea of contrastive SSL for JEA is much older (1993L with updates in 2005 and 2006.
– Signature Verification using a "Siamese" Time Delay Neural Network. Jane Bromley, Isabelle Guyon, Yann LeCun, Eduard Säckinger, -
Prompt Engineering Technique for Fact-Checking and Research
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4. Ask for Sources & Contradictions Most people trust whatever AI says but real research needs cross-checking. Prompt: "Cite research papers or case studies on this topic and mention any contradictory viewpoints." This forces it to find diverse and credible perspectives.
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Grok 3 with reasoning model beats o3 this week
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Grok 3 this week, with reasoning model. Beats o3.
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OpenAI Recruiting for Health AI Research and Engineering Roles
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Apply to work on Health AI at OpenAI, whether you want to do ML research or software engineering. Real potential to positively transform healthcare for everyone:
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AI Unemployment: 54,000 IT Workers Lost Jobs Monthly
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The Number of Unemployed IT Workers Grew By 54,000 in a Month. Is #AI to blame?
#RiseoftheRobots