Research & Papers

Latest AI research

Inaugural Music Technology Research Showcase celebrates work of new graduate program’s initial students
Research & Papers

Inaugural Music Technology Research Showcase celebrates work of new graduate program’s initial students

An inaugural Music Technology Research Showcase celebrates the work of students in a new graduate program, featuring a...

MIT News AI
Only three AI models finished above starting capital in a 500-day startup survival test
Research & Papers

Only three AI models finished above starting capital in a 500-day startup survival test

Princeton University researchers created CEO-Bench, a benchmark test where AI agents manage a simulated software...

The Decoder
Building a Stable Fable 5 Traces Workflow in Colab: Parsing Tool Calls, Auditing Data, and Training Baselines
Research & PapersGoogle

Building a Stable Fable 5 Traces Workflow in Colab: Parsing Tool Calls, Auditing Data, and Training Baselines

This tutorial demonstrates how to build a stable workflow for processing the Fable 5 Traces dataset from Hugging Face...

MarkTechPost
David Autor named head of the Department of Economics
Research & Papers

David Autor named head of the Department of Economics

David Autor, a faculty member since 1999 and leading researcher in artificial intelligence and the future of work, has...

MIT News AI
Insurers turn to generative AI for catastrophe modeling, but hallucinations and sales logic could get in the way
Research & Papers

Insurers turn to generative AI for catastrophe modeling, but hallucinations and sales logic could get in the way

Insurers are adopting generative AI and diffusion models for catastrophe modeling to generate synthetic weather events...

The Decoder
DFlash Speculative Decoding Drafts Whole Token Blocks in Parallel for Up to 15x Higher Throughput on NVIDIA Blackwell
Research & Papers

DFlash Speculative Decoding Drafts Whole Token Blocks in Parallel for Up to 15x Higher Throughput on NVIDIA Blackwell

UC San Diego's DFlash introduces a lightweight block diffusion model for speculative decoding that drafts entire token...

MarkTechPost
How to Use NVIDIA Canary-1B-v2 for ASR, Translation, and Automatic SRT Subtitle Export in Python
Research & Papers

How to Use NVIDIA Canary-1B-v2 for ASR, Translation, and Automatic SRT Subtitle Export in Python

This tutorial demonstrates how to implement NVIDIA's Canary-1B-v2 model for multilingual automatic speech recognition,...

MarkTechPost
New chip could help tiny robots traverse complex environments
Research & Papers

New chip could help tiny robots traverse complex environments

Researchers have developed a new chip that combines an efficient algorithm with specialized hardware to enable tiny...

MIT News AI
MoonMath AI Open-Sources a HIP Attention Kernel for AMD MI300X That Beats AITER v3 on Every Shape and Rounding Mode
Research & Papers

MoonMath AI Open-Sources a HIP Attention Kernel for AMD MI300X That Beats AITER v3 on Every Shape and Rounding Mode

MoonMath AI has open-sourced a HIP attention kernel for AMD MI300X processors that outperforms AMD's official AITER v3...

MarkTechPost
The Atlantic created a searchable database of the music used to train AI
Research & PapersGoogle

The Atlantic created a searchable database of the music used to train AI

The Atlantic created a searchable database of four music datasets used to train AI models, with the largest containing...

The Verge AI
The KV Cache Compression Race: TurboQuant vs OSCAR vs EpiCache
Research & Papers

The KV Cache Compression Race: TurboQuant vs OSCAR vs EpiCache

The article compares three KV cache compression techniques—TurboQuant, OSCAR, and EpiCache—that address the memory...

MarkTechPost
In game theory, generalists sometimes win out over specialists
Research & Papers

In game theory, generalists sometimes win out over specialists

Researchers have discovered that a previously overlooked class of algorithms performs significantly better than...

MIT News AI
Microsoft researcher builds a working neural network out of goats in Age of Empires II to critique AI science
Research & PapersMicrosoft

Microsoft researcher builds a working neural network out of goats in Age of Empires II to critique AI science

A Microsoft researcher created a working neural network using goats, bridges, and ice ramps in Age of Empires II to...

The Decoder
Collecting robot training data is dirty, unglamorous work. Some AI labs are already paying XDOF to do it.
Research & Papers

Collecting robot training data is dirty, unglamorous work. Some AI labs are already paying XDOF to do it.

The article discusses the challenge of collecting training data for physical AI systems, noting that while large...

TechCrunch AI
Could AI tell you where you left your keys?
Research & Papers

Could AI tell you where you left your keys?

Researchers have developed a new spatial memory system for robots that efficiently captures and recalls details about...

MIT News AI
How to Build Memory-Efficient Transformers with xFormers Using Packed Sequences, GQA, ALiBi, SwiGLU, and Causal Attention
Research & Papers

How to Build Memory-Efficient Transformers with xFormers Using Packed Sequences, GQA, ALiBi, SwiGLU, and Causal Attention

This article demonstrates how to implement xFormers, a toolkit for building memory-efficient Transformer models on GPUs...

MarkTechPost
Meet Qwen-RobotSuite: Three Embodied AI Models for VLA Manipulation, Video World Modeling, and Navigation
Research & Papers

Meet Qwen-RobotSuite: Three Embodied AI Models for VLA Manipulation, Video World Modeling, and Navigation

Alibaba's Qwen team introduces Qwen-RobotSuite, a collection of three embodied AI models for robotic applications...

MarkTechPost
How to Build a Parsing Pipeline with Docling Parse for Layout-Aware Document Intelligence
Research & Papers

How to Build a Parsing Pipeline with Docling Parse for Layout-Aware Document Intelligence

This tutorial demonstrates how to use Docling Parse to analyze PDF documents with layout-aware document intelligence,...

MarkTechPost
Meet Flash-KMeans: An IO-Aware, Exact K-Means That Runs Over 200× Faster Than FAISS on GPUs
Research & Papers

Meet Flash-KMeans: An IO-Aware, Exact K-Means That Runs Over 200× Faster Than FAISS on GPUs

Flash-KMeans is an open-source, IO-aware GPU implementation of k-means clustering that achieves significant performance...

MarkTechPost