Here's what Apple and Google announced today:
HARDWARE
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Cerebras Software Optimizations Enable 20x Faster LLM Inference
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Everyone talks about our hardware @Cerebras. Few notice the software.
— Cerebras (@cerebras) 12 janvier 2026
Ryan Loney breaks down the hidden optimizations powering 20× faster LLM inference than GPUs, speculative decoding, token reuse, and why we’re just getting started.
Watch the full story here pic.twitter.com/JFZz7Y5SubEveryone talks about our hardware @Cerebras
. Few notice the software. Ryan Loney breaks down the hidden optimizations powering 20× faster LLM inference than GPUs, speculative decoding, token reuse, and why we’re just getting started. Watch the full story here -
Fine-Tuning LLMs on NVIDIA GPUs With Unsloth
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How to Fine-Tune an LLM on NVIDIA GPUs With Unsloth https://
buff.ly/X4IBsan
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Evidence for MoE Scaling vs Larger Pre-training Models
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But is there evidence that they actually do that? I mean lots of companies could theoretically do that, but is it worthwhile compared to pre-training larger models (more experts) or using that compute for additional post-training?
PS: also there are two companies that have TPUs -
Humanoid Robots Emerging as Next Smart Home Gadgets
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Are humanoid robots the next smart home gadgets? https://
search.app/x9Z6b #CES2026 #CES26 #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation @sonu_monika @enilev @Jagersbergknut @TysonLester @chidambara09 @labordeolivier @BetaMoroney @tlloydjones -
Kling 2.6 Motion Control Breaks New Ground
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— Charly Wargnier (@DataChaz) 11 janvier 2026
Even Rick can’t break Kling 2.6’s new Motion Control 🧪💥 pic.twitter.com/0DbfjzhivC2/ Even Rick can’t break Kling 2.6’s new Motion Control
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Smart Adhesive Nails Change Colors With App Technology
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At CES 2026 held in Las Vegas, iPolish company unveiled smart adhesive nails that change color among more than 400 colors in less than five seconds with the accompanying app!#CES26 #CES2026 #LasVegas #nail #nailpolish #technology @PawlowskiMario @chidambara09 @Ym78200… pic.twitter.com/sQkBTpmj4s
— Amitav Bhattacharjee (@bamitav) 11 janvier 2026At CES 2026 held in Las Vegas, iPolish company unveiled smart adhesive nails that change color among more than 400 colors in less than five seconds with the accompanying app! #CES26 #CES2026 #LasVegas #nail #nailpolish #technology @PawlowskiMario @chidambara09 @Ym78200
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Sharpa Robot Demonstrates Advanced Hand Dexterity at CES 2026
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#Sharpa showing off insane hand #dexterity at CES 2026 😬#CES2026 #CES26 #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation@AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang @NutritiousMind @baski_LA @TanyaSinha_ @devaang… pic.twitter.com/l5VNx6v7L8
— Amitav Bhattacharjee (@bamitav) 11 janvier 2026#Sharpa showing off insane hand #dexterity at CES 2026 #CES2026 #CES26 #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation @AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang @NutritiousMind @baski_LA @TanyaSinha_ @devaang
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MacBook Pro for Machine Learning and Data Science
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Macbook Pro for Machine Learning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Macbook-Pro-M-L -
FPGA On-Device ARM Cortex Deep Reinforcement Learning DQN
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Machine Learning! (FPGA On-Device ARM Cortex Deep Reinforcement Learning with DQN)! @SoCal_IDEAS #BigData #Analytics #DataScience #AI #MachineLearning #ReinforcementLearning #IoT #IIoT #Python #RStats #TensorFlow #CloudComputing #Serverless #DataScientist #Linux #Programming