Reasoning Models Reason Well, Until They Don't
https://arxiv.org/abs/2510.22371
#HackerNews #ReasoningModels #ReasonWell #AIResearch #MachineLearning #HackerNews
#Tag
Reasoning Models Reason Well, Until They Don't
https://arxiv.org/abs/2510.22371
#HackerNews #ReasoningModels #ReasonWell #AIResearch #MachineLearning #HackerNews
When someone cites something from an "AI" chatbot as a fact, point them to this site:
#AI #ArtificialIntelligence #LLM #LLMs #MachineLearning #tech #technology #BigTech #GenAI #generativeAI #AISlop #Meta #Google #OpenAI #ChatGPT #online #Web #tips
Congratulations to Dr. Junhan Wen, for successfully defending her dissertation, titled
"From iMage to Market - Machine-Learning-Empowered Fruit Supply"
Junhan recently won the Open Science award for the Growing Strawberries Dataset that she assembled as part of her PhD.
https://www.tudelft.nl/2025/ewi/st/junhan-wen-receives-tu-delft-open-science-awards-2025
#PhDLife #AcademicLife #AcademicChatter #MachineLearning #OpenScience #TUDelft #PhDone
 
      
  
                            
                        
                         
      
  
                            
                        
                         
      
  
                            
                        
                         
      
  
                            
                        
                        Congratulations to Dr. Junhan Wen, for successfully defending her dissertation, titled
"From iMage to Market - Machine-Learning-Empowered Fruit Supply"
Junhan recently won the Open Science award for the Growing Strawberries Dataset that she assembled as part of her PhD.
https://www.tudelft.nl/2025/ewi/st/junhan-wen-receives-tu-delft-open-science-awards-2025
#PhDLife #AcademicLife #AcademicChatter #MachineLearning #OpenScience #TUDelft #PhDone
 
      
  
                            
                        
                         
      
  
                            
                        
                         
      
  
                            
                        
                         
      
  
                            
                        
                        Language Models Are Injective and Hence Invertible
https://arxiv.org/abs/2510.15511
#HackerNews #LanguageModels #Invertibility #AIResearch #NaturalLanguageProcessing #MachineLearning
When someone cites something from an "AI" chatbot as a fact, point them to this site:
#AI #ArtificialIntelligence #LLM #LLMs #MachineLearning #tech #technology #BigTech #GenAI #generativeAI #AISlop #Meta #Google #OpenAI #ChatGPT #online #Web #tips
Butter – A Behavior Cache for LLMs
#HackerNews #Butter #BehaviorCache #LLMs #MachineLearning #AI
The Continual Learning Problem
https://jessylin.com/2025/10/20/continual-learning/
#HackerNews #ContinualLearning #MachineLearning #AIResearch #EducationTech
Computer: There's a nice dog on the cat tree.
Me: Wait. What!? You sure?
Computer: Yes. I'm 93% sure.
Computer: There's a nice dog on the cat tree.
Me: Wait. What!? You sure?
Computer: Yes. I'm 93% sure.
Poker Tournament for LLMs
#HackerNews #PokerTournament #LLMs #AIEvent #MachineLearning #GameNight #Innovation
This #CMSPaper investigate different #AI #machinelearning methods that aim to find jets that are inconsistent with the standard model. It shows that a new method called #Wasserstein normalized autoencoders works much better than other autonomous neural networks at finding those anomalous jets, because the new method is much better at dealing with outlier cases https://arxiv.org/abs/2510.02168
🚨 Ex-OpenAI CTO Mira Murati just launched Tinker, a new service from Thinking Machines Lab.
Tinker strips AI training down to 4 simple functions — you focus on data + algorithms, it handles the GPU chaos.
Is this the Kubernetes moment for AI training?
https://dropletdrift.com/ex-openai-cto-mira-murati-launches-tinker-to-simplify-ai-model-training/
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #AIresearch #LLM #OpenSource #Tech #Innovation #DataScience #NeuralNetworks #FutureOfAI #AIcommunity #AIethics #Startups #OpenAI #Developers #Research #Computing
🚨 Ex-OpenAI CTO Mira Murati just launched Tinker, a new service from Thinking Machines Lab.
Tinker strips AI training down to 4 simple functions — you focus on data + algorithms, it handles the GPU chaos.
Is this the Kubernetes moment for AI training?
https://dropletdrift.com/ex-openai-cto-mira-murati-launches-tinker-to-simplify-ai-model-training/
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #AIresearch #LLM #OpenSource #Tech #Innovation #DataScience #NeuralNetworks #FutureOfAI #AIcommunity #AIethics #Startups #OpenAI #Developers #Research #Computing
@babe On a similar note:
Hey everyone 👋
I’m diving deeper into running AI models locally—because, let’s be real, the cloud is just someone else’s computer, and I’d rather have full control over my setup. Renting server space is cheap and easy, but it doesn’t give me the hands-on freedom I’m craving.
So, I’m thinking about building my own AI server/workstation! I’ve been eyeing some used ThinkStations (like the P620) or even a server rack, depending on cost and value. But I’d love your advice!
 My Goal:
Run larger LLMs locally on a budget-friendly but powerful setup. Since I don’t need gaming features (ray tracing, DLSS, etc.), I’m leaning toward used server GPUs that offer great performance for AI workloads.
 Questions for the Community:
1. Does anyone have experience with these GPUs? Which one would you recommend for running larger LLMs locally?
2. Are there other budget-friendly server GPUs I might have missed that are great for AI workloads?
3. Any tips for building a cost-effective AI workstation? (Cooling, power supply, compatibility, etc.)
4. What’s your go-to setup for local AI inference? I’d love to hear about your experiences!
I’m all about balancing cost and performance, so any insights or recommendations are hugely appreciated.
Thanks in advance! 🙌
@selfhosted@a.gup.pe #AIServer #LocalAI #BudgetBuild #LLM #GPUAdvice #Homelab #AIHardware #DIYAI #ServerGPU #ThinkStation #UsedTech #AICommunity #OpenSourceAI #SelfHostedAI #TechAdvice #AIWorkstation #LocalAI #LLM #MachineLearning #AIResearch #FediverseAI #LinuxAI #AIBuild #DeepLearning #OpenSourceAI #ServerBuild #ThinkStation #BudgetAI #AIEdgeComputing #Questions #CommunityQuestions #HomeLab #HomeServer #Ailab #llmlab
Hey y'all. My wife recently graduated with a masters in CS (main focus areas being data science and AI/ML) and is still looking for a job as the market is utter shit. We're in the Bay Area for the foreseeable future, so she's currently looking for job opportunities either in the area or fully remote!
#GetFediHired#SFBayArea#ComputerScience#MachineLearning#DataScience
A space for Bonfire maintainers and contributors to communicate