🚀 DeepSeek's groundbreaking approach tackles GPU memory inefficiency in language models! Researchers unveil innovative technique to optimize computational resources, potentially revolutionizing how transformer models handle memory lookups. Efficiency meets AI innovation in this game-changing research. #DeepSeek #LLMEfficiency #AIComputing #TransformerModels
đź”— https://aidailypost.com/news/deepseek-breakthrough-solving-gpu-waste-language-model-memory-lookups
Named Entity Recognition (NER) enables AI systems to identify people, places, organizations, and other key information within text. From healthcare to finance, NER powers modern applications by transforming unstructured data into actionable insights using transformer models and deep learning. #MachineLearning #NLP #ArtificialIntelligence #DataScience #DeepLearning #TransformerModels
Project Volkner: Integrating Transformer Modeling into Pentesting
Automation 🤖
Today marked a significant milestone: the foundational transformer models are complete. I am now in the process of bridging the Sabrina pentesting AI agent with this new transformer modeling system.
This integration will enhance Sabrina's core Bootstrapping logic (augmented decision trees), which currently governs how she navigates the vulnerability database and determines precise payload injection points. The goal is to dramatically improve her decision-making and adaptability when interacting with diverse web architectures.
A key challenge has been resource management. Volkner, our dedicated hardware management system, drives the modeling process and optimizes GPU/system usage. By offloading resource allocation and performance tuning to Volkner—an AI learning system itself—we achieved stable utilization and bypassed the need for manual graphics card argument tuning. We're seeing excellent stability where the calculated VRAM requirements are consistently managed below capacity.
Volkner will be made plublic when im done with his systems.
#AI #CyberSecurity #PenetrationTesting #MLOps #TransformerModels
Researchers unveil Context Engineering 2.0, a leap as AI shifts from Era 2.0 to 3.0. By expanding the context window of transformer language models, they show how smarter prompts can unlock deeper reasoning. Open-source teams can start experimenting today—this could redefine prompt engineering for the next generation of AI. #ContextEngineering2 #AIera3 #TransformerModels #PromptEngineering
đź”— https://aidailypost.com/news/researchers-push-context-engineering-20-ai-moves-from-era-20-30
Continuous Autoregressive Language Models
https://arxiv.org/abs/2510.27688
#HackerNews #Continuous #Autoregressive #Language #Models #NaturalLanguageProcessing #AI #Research #MachineLearning #TransformerModels
Researchers isolate memorization from reasoning in AI neural networks https://arstechni.ca/k2rK #mechanisticinterpretability #computationalneuroscience #AllenInstituteforAI #transformermodels #gradientdescent #machinelearning #AIarchitecture #AImemorization #generalization #neuralnetworks #weightmatrices #losscurvature #modelediting #AIalignment #overfitting #AIbehavior #AIresearch #copyright #AIsafety #Goodfire #Biz&IT #K-FAC #OLMo #AI
After teen suicide, OpenAI claims it is “helping people when they need it most” https://arstechni.ca/RSBe #attentionmechanism #crisisintervention #AIandmentalhealth #contentmoderation #suicideprevention #transformermodels #AIhallucination #machinelearning #AIpaternalism #AIassistants #AIregulation #AIsafeguards #mentalhealth #AIalignment #AIbehavior #AIethics #AIsafety #chatbots #ChatGPT #Biz&IT #GPT-4o #openai #GPT-5 #AI
⚡ How MiniMax M1 

Just Rewrote the Rules of AI
https://helioxpodcast.substack.com/publish/post/166746306
https://www.buzzsprout.com/2405788/episodes/17370848
Sometimes the most profound changes happen not with fanfare, but with a whisper that echoes through eternity.
Thanks for listening today!
#AI #MachineLearning #OpenSource #TechNews #AIResearch #DeepLearning #ComputerScience #Innovation #TechBreakthrough #OpenSourceAI #TransformerModels #ReinforcementLearning
🧬 Could the grammar of DNA be unraveled using tools from natural language processing?
đź”— A review on the applications of Transformer-based language models for nucleotide sequence analysis. Computational and Structural Biotechnology Journal, DOI: https://doi.org/10.1016/j.csbj.2025.03.024
đź“š CSBJ: https://www.csbj.org/
#Bioinformatics #AIinBiology #Transformers #Genomics #NLP #DeepLearning #PrecisionMedicine #TransformerModels #DNABERT #ComputationalBiology
Attention is all you need!
The paper to propose transformer model in the year 2017.
I used #notebooklm to create a podcast on this paper to understand the Transformer model.
Enjoy listening to it! #llm #transformermodels #gpt
#Google is using #TransformerModels for music recommendations! 🎶
Now being tested on YouTube, this approach aims to understand sequences of user actions when listening to music to better predict user preferences based on their context.
More details: https://bit.ly/4e14ZdE
đź‘‹ Greetings! đź‘‹
We wanted to remind all #fakespeakers that the #Fakespeak project is still alive and kicking – especially after a long and #fakenews filled summer vacation.
We have some great events and research output coming out in the next few months, including a #linguistics conference, #multilingual fake news #corpora, publications bringing together advanced linguistic features and #transformermodels, and a special issue in Linguistics Vanguard on the language of fake news.
Follow along!
Gavin Uberti Net Worth: CEO of Etched – AI Chip Company.
See here - https://techchilli.com/artificial-intelligence/gavin-uberti-net-worth/
#GavinUberti #Etched #AIChip #TechEntrepreneur #CEO #Innovation #AIHardware #TransformerModels #TechIndustry #Entrepreneurship #NetWorth #AItechnology #StartupSuccess #TechLeader
We have already experienced the lifelike AI voice imitation such as #ElevenLabs. Now the video generation #Sora (still as a silent film). Will we next be able to put a text in the person's mouth and they will speak lip-synchronised? And then chatGPT, which already has a voice front end, will become a convincing video assistant? How much longer will it take?
#HeyGen #transformermodels @pallenberg
A warm welcome to Falko Helm, who has just started as a PhD candidate at the UKP Lab! đź‘‹ Falko researches #Multimodality & Structure for #TransformerModels. He is also interested in #GraphTheory to handle linked documents. Find more about Falko here: https://github.com/Falko1
How to differentiate your LLMs in #generativeai according to Ong Peng Tsin
Main Site: https://www.analyse.asia/the-future-of-generative-ai-in-southeast-asia-with-ong-peng-tsin/
YouTube Full Video: https://youtu.be/PzjCXj0rZnI
Newsletter Signup: https://www.analyse.asia/#/portal/signup
#shorts #asean #generativeai #theonething #vc #startups #ai #machinelearning #llms #businessmodels #llms #chatgpt #generativeai #midjourney #autogpt #transformermodels #deeplearning #aibusiness #businessmodel
We have a new paper accepted to #IROS2023!
MaskBEV predicts a set of BEV instance masks that represent the footprints of detected objects, enabling both object detection and footprint completion in a single pass with occluded views.
The open version of the paper:
đź“”: MaskBEV: Joint Object Detection and Footprint Completion for Bird's-eye View 3D Point Clouds
đź”—: https://arxiv.org/abs/2307.01864
#robotics #ai #transformermodels #scientificresearch #canadianrobotics
FalconGPT - Simple GPT app that uses the falcon-7b-instruct model with a Flask front-end. https://github.com/mytechnotalent/falcongpt #ai #cyber #cybersecurity #machinelearning #gpt #chatgpt #transformermodels #reverseengineering #education
KGPT - A custom GPT based on Andrej Karpathy's Zero To Hero utilizing Tiktoken with the intent to augment AI Transformer-model education and reverse engineer GPT models from scratch https://github.com/mytechnotalent/kgpt #ai #cyber #cybersecurity #machinelearning #gpt #chatgpt #transformermodels #reverseengineering #education
The potential of #chatGPT and transformer models for improving writing and driving digital transformation in culture is truly exciting! However, it's important to also be aware of the potential pitfalls of AI, including its sometimes intransparent nature. Let's continue to push the boundaries and explore the possibilities while also being mindful of the ethical considerations. #AI #transformermodels #digitaltransformation"
