#ai-research — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #ai-research, aggregated by home.social.
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🚀 Fastest-growing AI projects today
1. Among these advancements, several projects stand out for their unique contributions to...
2. The openaiotlab/CUHK-X repository has seen significant growth thweek with a score of 32...
3. The project dedicated to developing a large-scale multimodal dataset and benchmark for...Full report → https://pullrepo.com/report/todays-ai-research-fastest-growing-projects-september-14-2026
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Terence Tao @tao :
The math behind today’s LLMs is actually simple. Training and running them mostly uses linear algebra, matrix multiplication, and a bit of calculus, material an undergraduate can handle. We understand how to build and operate these models.
The real mystery is why they work so well on some tasks and fail on others, and why we cannot predict that in advance. We lack good rules for forecasting performance across tasks, so progress is largely empirical.
A key reason is the nature of real-world data. Pure noise is well understood, perfectly structured data is well understood, but natural text sits in between, partly structured and partly random. Mathematics for that middle regime is thin, similar to how physics struggles at meso-scales between atoms and continua.
Because of this gap, we can describe the mechanisms but cannot yet explain capability jumps or give reliable task-level predictions. That mismatch, simple machinery versus hard-to-predict behavior, is the core puzzle.
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Video from Prof @Briankeating YT Channel.
Full video link: https://youtu.be/ukpCHo5v-Gc
#ArtificialIntelligence #AI #LargeLanguageModels #LLMs #MachineLearning #DeepLearning #GenerativeAI #AIResearch #Mathematics #LinearAlgebra #MatrixMultiplication #Calculus #NeuralNetworks #AIModels #ModelTraining #AIEngineering #ComputerScience #DataScience #NaturalLanguageProcessing #NLP #EmergentAbilities #AIReasoning #AIProgress #AIInnovation #TechResearch #FutureOfAI #MachineIntelligence #AIExplained #TuringTest
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🚀 Fastest-growing AI projects today
1. The top project thweek EvoMap/AutoResearch, which has seen significant growth in both s...
2. EvoMap/AutoResearch an open-source AI/ML research platform that transforms ideas into p...
3. With a Growth Score of 86.69 and 4,149 stars, thproject appears to be growing rapidly d...Full report → https://pullrepo.com/report/todays-ai-research-fastest-growing-projects-september-13-2026
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Align AI and Mathematics–To Something Else
https://liorpachter.wordpress.com/2026/09/12/align-ai-and-mathematics-to-something-else/
Comments: https://news.ycombinator.com/item?id=49678783
#HackerNews #AlignAI #Mathematics #AIResearch #TechTrends #FutureOfAI
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Getting 50 GB/S Back from the Apple Neural Engine
https://eiln.github.io/posts/ane-dma.html
Comments: https://news.ycombinator.com/item?id=49636479
#HackerNews #AppleNeuralEngine #50GBps #TechInnovation #DataTransfer #AIResearch
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Anthropic CEO Dario Amodei has outlined plans to pace the frontier of AI development, emphasising a cautious approach to advancing artificial intelligence capabilities amid ongoing debates about AI safety and regulation. https://techcrunch.com/2026/09/12/anthropic-ceo-outlines-plan-to-pace-the-frontier/ #AIagent #AI #GenAI #AIResearch
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The next frontier is not artificial intelligence, it’s artificial societies
#Tech #AI #AIAgents #Automation #ArtificialSocieties #FutureOfAI #MachineLearning #AIResearch #Innovation #AIRegulation #AIRisk #Chatbots #DigitalSociety #Society #The14Media
https://the-14.com/the-next-frontier-is-not-artificial-intelligence-its-artificial-societies/ -
The next frontier is not artificial intelligence, it’s artificial societies
#Tech #AI #AIAgents #Automation #ArtificialSocieties #FutureOfAI #MachineLearning #AIResearch #Innovation #AIRegulation #AIRisk #Chatbots #DigitalSociety #Society #The14Media
https://the-14.com/the-next-frontier-is-not-artificial-intelligence-its-artificial-societies/ -
A Mathematical Framework for Transformer Circuits (2021)
https://transformer-circuits.pub/2021/framework/index.html
Comments: https://news.ycombinator.com/item?id=49672365
#HackerNews #Mathematics #Transformer #Circuits #DeepLearning #AIResearch #Framework2021
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Retrospectively Reverse-Engineering Apple's Neural Engine
https://eiln.github.io/posts/ane.html
Comments: https://news.ycombinator.com/item?id=49670032
#HackerNews #Retrospective #ReverseEngineering #NeuralEngine #AppleTech #AIResearch
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🚀 Fastest-growing AI projects today
1. The growth of repositories like EvoMap/AutoResearch highlights the interest in automati...
2. Among other trends, we see an increase in educational resources for AI engineering and...
3. EvoMap/AutoResearch has a notable Growth Score of 74.21 and over 3,400 stars, reflectin...Full report → https://pullrepo.com/report/todays-ai-research-fastest-growing-projects-september-12-2026
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Ah, the Waymo effect! 🤖 Because nothing screams "collaboration" like AI steering the research ship into the iceberg of #isolation. 🚢 What better way to foster academic camaraderie than replacing human interaction with cold, unfeeling algorithms? 🙄
https://www.researchagenda.news/articles/the-waymo-effect.html #WaymoEffect #AIResearch #Collaboration #Algorithms #HackerNews #ngated -
ROMBO AI | Next-Generation NMR Analysis for Scientists
ROMBO AI empowers scientists with next-generation NMR analysis, using advanced AI to accelerate chemical research, enhance accuracy, automate workflows, and unlock smarter scientific discoveries.
#RomboAI #ArtificialIntelligence #AIInnovation #AIResearch #AI #ChemicalAnalysis #NMRSpectroscopy
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🚀 Fastest-growing AI projects today
1. EvoMap/AutoResearch an open-source project that aims to streamline the AI/ML research p...
2. Its impressive growth score of 66.09 and over 2,900 stars suggest a strong interest in...
3. NiluK/worldmodels101 an interactive course on world models in AI, covering prediction,...Full report → https://pullrepo.com/report/todays-ai-research-fastest-growing-projects-september-11-2026
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Douglas Hofstadter: Analogy as the Core of Cognition [video]
https://www.youtube.com/watch?v=n8m7lFQ3njk
Comments: https://news.ycombinator.com/item?id=49587121
#HackerNews #DouglasHofstadter #Analogy #Cognition #Video #AIResearch #CognitiveScience
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OpenAI Claims Navier-Stokes Proof, and Math Pushes Back
An unreleased OpenAI model produced a claimed proof of a Millennium Prize problem in 88 hours. Mathematicians question the credit and the proof itself.
https://pulseofnations.lol/openai-claims-navier/
#AiResearch #Buckmaster #Mathematics #MillenniumPrize #NavierStokes #OpenAI
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OpenAI claims another huge mathematical result amid fights over credit, ethics and privacy
#Tech #OpenAI #AI #NavierStokes #Mathematics #AIResearch #Science #AIEthics #Privacy #ScientificResearch #Research #ResearchEthics #The14Media #IntellectualProperty
https://the-14.com/openai-claims-another-huge-mathematical-result-amid-fights-over-credit-ethics-and-privacy/ -
DeepSeek has released V4.1-Flash, a new AI model featuring 1M context length, FP4 KV cache and cross-layer attention reuse. The model aims to improve efficiency while maintaining strong performance. https://www.marktechpost.com/2026/09/10/deepseek-ai-released-deepseek-v4-1-flash-with-1m-context-fp4-kv-cache-and-cross-layer-attention-reuse/ #AIagent #AI #GenAI #AIResearch
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🚀 Fastest-growing AI projects today
1. One standout project EvoMap/AutoResearch, which an open-source solution for automating...
2. EvoMap/AutoResearch a framework for researchers to efficiently transition their ideas i...
3. With over 2,400 stars on GitHub and a growth score of 56.25, the project's popularity u...Full report → https://pullrepo.com/report/todays-ai-research-fastest-growing-projects-september-10-2026
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GPT-6 Astra, Looped Transformers, and Hidden Reasoning
https://magazine.sebastianraschka.com/p/gpt-6-astra-looped-transformers-and
Comments: https://news.ycombinator.com/item?id=49627370
#HackerNews #GPT6 #Astra #LoopedTransformers #HiddenReasoning #AIResearch
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Better AI code comment detector
https://entropicthoughts.com/better-ai-comment-classifier
Comments: https://news.ycombinator.com/item?id=49628454
#HackerNews #AI #code #comments #MachineLearning #TechInnovation #CodeQuality #AIResearch
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Gambling with our lives: AI researcher quits Anthropic with warning about safety
https://www.politico.eu/article/anthropic-openai-researcher-jacob-coxon-warns-ai-could-kill-humans/
Comments: https://news.ycombinator.com/item?id=49623306
#HackerNews #AI #Safety #AIResearch #Ethics #TechNews #FutureOfAI
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🚀 Fastest-growing AI projects today
1. From automated research agents to interactive courses on world models, developers pushi...
2. **EvoMap/AutoResearch** automates the process from idea to paper-ready evidence for AI/...
3. Its growth score of 49.12 indicates strong interest among researchers and practitioners...Full report → https://pullrepo.com/report/todays-ai-research-fastest-growing-projects-september-09-2026