It actually turned out the particular spectrum of the chosen waves often is pretty horrible, but it also turned out positional embeddings weren't actually that important anyway so no-one really noticed for years.
MACHINE LEARNING
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Ilya’s Observation: Sam’s Behavior, Not AGI, Stood the Test of Time
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Colonoscopy, cancer prevention, and the new arithmetic of benefit – @TheLancet “The study's 13-year results compel a recalibration of what colonoscopy can—and cannot—achieve at the population level.
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GPT 5.5 Instant Achieves High Benchmark Performance, Reflecting AI Progress
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All benchmarks are flawed, but GPQA has been fairly consistent & highly correlated with other measured benchmars. I think it's a good way to see how far we've come that the free model from OpenAI, GPT 5.5 Instant, is at a level that even paid models did not reach until late 2025
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AI Reviewer Performance Comparison: Codex GPT-5.4 Tops Rankings
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Now, now. Be nice. Greg has a been great witness!. For Elon.
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Superpositional Philosophy for AI User Interaction and Truth Seeking
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Haha, bro I got two young kids
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AI Counts Potatoes on Assembly Line with Minimal Training
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#AI on the Assembly Line: Instant Potato Counting with Minimal Training
— Ronald van Loon (@Ronald_vanLoon) 5 mai 2026
by @IlirAliu_
#ArtificialIntelligence #MachineLearning #ML #MI pic.twitter.com/FqLAHp8d66#AI on the Assembly Line: Instant Potato Counting with Minimal Training
by @IlirAliu_ #ArtificialIntelligence #MachineLearning #ML #MI -
Supercharging Coding with GenAI Tools: Copilot, ChatGPT, OpenAI
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In this video, I share why Montreal is becoming one of the most exciting ecosystems for entrepreneurs today and what Europe can learn from it
#Montreal #Canada #AI #Entrepreneur @BetaMoroney @JolaBurnett @lyakovet @baski_LA @TerenceLeungSF @AkwyZ @Fabriziobustama @CurieuxExplorer -
Choose Hardware First, Then the Inference Engine Follows
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You don’t pick an Inference Engine You pick a Hardware Strategy Then the Engine follows Inference Engines Breakdown (Cheat Sheet at the bottom) > llama.cpp
runs anywhere
CPU, GPU, Mac, weird edge boxes
best when VRAM is tight and RAM is plenty
hybrid offload, GGUF, -
Deep Learning Book with TensorFlow and Keras Announced
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The Kindle version of the new edition is available here:
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AI’s continuous evolution through learning from top minds on X
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Just remember, rich people will take the best robotaxi network and will buy Cybertrucks and Optimus robots and Powerwalls for their homes. I hope everyone gets rich. We will have our day.