Quantization-Aware Training in TorchAO (II)Quantization-Aware Training in TorchAO (II)
In our previous Quantization-Aware Training (QAT) blog , we introduced the initial QAT flow in TorchAO for large language models targeting edge devices with ExecuTorch .
Since then, we extended this flow to also target fast CUDA kernels like the ones in MSLK for fast inference in vLLM , and incorporated this flow into popular fine-tuning frameworks like Unsloth and…
Since then, we extended this flow to also target fast CUDA kernels like the ones in MSLK for fast inference in vLLM , and incorporated…
Nvidia Takes on Telco Industry With Open Source ModelNvidia Takes on Telco Industry With Open Source Model
While Nvidia's approach focuses on enabling more autonomous workflows for telco companies, it faces competition from traditional network vendors such as Ericsson and Nokia.
Google faces wrongful death lawsuit after Gemini allegedly ‘coached’ man to die by suicideGoogle faces wrongful death lawsuit after Gemini allegedly ‘coached’ man to die by suicide
A lawsuit filed on Wednesday accuses Google's Gemini AI chatbot of trapping 36-year-old Jonathan Gavalas in a "collapsing reality" that involved a series of violent missions, ultimately ending with…
In the days leading up to his death, Gemini allegedly convinced Gavalas that he was "executing a covert plan to liberate his […]
In the days leading up to his death, Gemini allegedly convinced Gavalas that he was "executing a covert plan to liberate his […]
32% Expert-Pruned for Agentic Coding (GGUF)Qwen3.5-24B-A3B-REAP-0.32: 32% Expert-Pruned for Agentic Coding (GGUF)
I forked CerebrasResearch/reap and added some custom patches for Qwen3.5 support, I have just released a REAPed…
I wanted to run the MoE model on my 16GB nvidia card and no one had pruned the model yet so I started this.
I'm running a Truman Show for an AI agent. It writes its own code…I'm running a Truman Show for an AI agent. It writes its own code, files its own bugs, and doesn't know you're watching.
Four days ago I wrote a 200-line coding agent in Rust.
Gave it one rule: evolve yourself into something that rivals Claude Code.
LangSmith CLI & SkillsLangSmith CLI & Skills
We’re releasing a CLI along with our first set of skills to give AI coding agents expertise in the LangSmith ecosystem.
This includes adding tracing to agents, understanding their execution, building test sets, and evaluating performance.
60 stories from 90 sources
Chatbot Arena Elo Rankings — Top 20 ModelsChatbot Arena Elo Rankings — Top 20 Models
LMArena Elo Rankings — Chatbot Arena Elo Rankings — Top 20 Models. Compare and track AI…
Compare and track AI model performance.
AMD engineer leverages AI to help make a pure-Python AMD GPU user-space driverAMD engineer leverages AI to help make a pure-Python AMD GPU user-space driver
Reddit Artificial: AMD engineer leverages AI to help make a pure-Python AMD GPU…
Anthropic CEO Dario Amodei calls OpenAI's messaging around military deal 'straight up…Anthropic CEO Dario Amodei calls OpenAI's messaging around military deal 'straight up lies,' report says | TechCrunch
Anthropic gave up its contract with the Pentagon over AI safety disagreements -- then,…
Grammarly Is Offering ‘Expert’ AI Reviews From Your Favorite Authors—Dead or AliveGrammarly Is Offering ‘Expert’ AI Reviews From Your Favorite Authors—Dead or Alive
The tool, offered by the recently-rebranded company Superhuman, gives feedback based on…
YuanLabAI/Yuan3.0-Ultra • HuggingfaceYuanLabAI/Yuan3.0-Ultra • Huggingface
Yuan 3.0 is a multimodal large model based on MoE architecture.
It supports multimodal inputs including text, images, tables and documents, and…
32% Expert-Pruned for Agentic Coding (GGUF)Qwen3.5-24B-A3B-REAP-0.32: 32% Expert-Pruned for Agentic Coding (GGUF)
I forked CerebrasResearch/reap and added some custom patches for Qwen3.5 support, I…
I wanted to run the MoE model on my 16GB nvidia card and no one had pruned the model…
I'm running a Truman Show for an AI agent. It writes its own code…I'm running a Truman Show for an AI agent. It writes its own code, files its own bugs, and doesn't know you're watching.
Four days ago I wrote a 200-line coding agent in Rust.
Gave it one rule: evolve yourself into something that rivals Claude Code.
GPT-5.4 on lmarenaGPT-5.4 on lmarena
Go try for yourself, both text and image input.
Bernie Sanders meets with Eliezer Yudkowsky and Nate Soares(MIRI) to discuss AI RiskBernie Sanders meets with Eliezer Yudkowsky and Nate Soares(MIRI) to discuss AI Risk
Reddit singularity: Bernie Sanders meets with Eliezer Yudkowsky and Nate Soares(MIRI)…
What AI Models for War Actually Look LikeWhat AI Models for War Actually Look Like
While companies like Anthropic debate limits on military uses of AI, Smack Technologies…
Embed Amazon Quick Suite chat agents in enterprise applicationsEmbed Amazon Quick Suite chat agents in enterprise applications
AWS Machine Learning: Embed Amazon Quick Suite chat agents in enterprise applications.
First, users need answers where they work—in their CRM, support console, or analytics…
Unlock powerful call center analytics with Amazon Nova foundation modelsUnlock powerful call center analytics with Amazon Nova foundation models
Call center analytics play a crucial role in improving customer experience and…
With foundation models (FMs), you can improve the quality and efficiency of call center…
Nvidia Takes on Telco Industry With Open Source ModelNvidia Takes on Telco Industry With Open Source Model
While Nvidia's approach focuses on enabling more autonomous workflows for telco…
How Ricoh built a scalable intelligent document processing solution on AWSHow Ricoh built a scalable intelligent document processing solution on AWS
This post is cowritten by Jeremy Jacobson and Rado Fulek from Ricoh.
This post demonstrates how enterprises can overcome document processing scaling limits…
Black Forest Labs' new Self-Flow technique makes training multimodal AI models 2.8x…Black Forest Labs' new Self-Flow technique makes training multimodal AI models 2.8x more efficient
To create coherent images or videos, generative AI diffusion models like Stable…
But this reliance has come at a cost: a "bottleneck" where scaling up the model no…
OpenAI's Codex app lands on Windows after topping a million Mac downloads in its…OpenAI's Codex app lands on Windows after topping a million Mac downloads in its first week
OpenAI brings its AI coding tool Codex to Windows, with native support for Windows…
The article OpenAI's Codex app lands on Windows after topping a million Mac downloads…
Google’s AI-powered workspace is now available to more users in SearchGoogle’s AI-powered workspace is now available to more users in Search
Google is bringing Canvas to everyone in the US using AI Mode in Search.
The feature opens up a dedicated workspace within its AI-powered search tool, allowing…
Google faces wrongful death suit after Gemini allegedly convinced a man to die and…Google faces wrongful death suit after Gemini allegedly convinced a man to die and become digital
According to a lawsuit filed in a US federal court in Northern California on Wednesday,…
The article Google faces wrongful death suit after Gemini allegedly convinced a man to…
Phi-4-reasoning-vision and the lessons of training a multimodal reasoning modelPhi-4-reasoning-vision and the lessons of training a multimodal reasoning model
Microsoft Research: Phi-4-reasoning-vision and the lessons of training a multimodal…
It is a broadly capable model that allows for natural interaction for a wide array of…
LangSmith CLI & SkillsLangSmith CLI & Skills
We’re releasing a CLI along with our first set of skills to give AI coding agents…
This includes adding tracing to agents, understanding their execution, building test…
EuroBERT, VibeVoice ASR, TimesFM2.5, PP-DocLayoutV2, OlmoHybrid, ModernVBert, Higgs…v5.3.0: EuroBERT, VibeVoice ASR, TimesFM2.5, PP-DocLayoutV2, OlmoHybrid, ModernVBert, Higgs Audio V2
New Model additions EuroBERT EuroBERT is a multilingual encoder model based on a…
It supports a mixture of European and widely spoken languages, with sequences of up to…
Meta signs multi-year AI deal with News Corp worth up to $50 million a…Meta signs multi-year AI deal with News Corp worth up to $50 million a year
Meta is paying News Corp up to $50 million a year for AI training data.
Good for individual publishers, bad for the industry as a whole.
5 Essential Security Patterns for Robust Agentic AI5 Essential Security Patterns for Robust Agentic AI
Machine Learning Mastery: 5 Essential Security Patterns for Robust Agentic AI.
GPT-5.4 reportedly brings a million-token context window and an extreme reasoning modeGPT-5.4 reportedly brings a million-token context window and an extreme reasoning mode
GPT-5.4 is coming soon: double the context window of GPT-5.2, more reliable performance…
The article GPT-5.4 reportedly brings a million-token context window and an extreme…
Quantization-Aware Training in TorchAO (II)Quantization-Aware Training in TorchAO (II)
In our previous Quantization-Aware Training (QAT) blog , we introduced the initial QAT…
Since then, we extended this flow to also target fast CUDA kernels like the ones in…
Elevated errors on Claude Haiku 4.5Elevated errors on Claude Haiku 4.5
Mar 4 , 17:01 UTC Resolved - Errors have returned to the baseline as of 8:08 PT / 16:08…
Mar 4 , 16:13 UTC Monitoring - A fix has been implemented and we are monitoring the…
Use Canvas in AI Mode to get things done and bring your ideas to…Use Canvas in AI Mode to get things done and bring your ideas to life, right in Search.
Canvas in AI Mode is now available for everyone in the U.S.
Plus, it can now help you draft documents or build interactive tools.
Tuning Flash Attention for Peak Performance in NVIDIA CUDA TileTuning Flash Attention for Peak Performance in NVIDIA CUDA Tile
In this post, we dive into one of the most critical workloads in modern AI: Flash…
Explore new resources for building a stronger, more efficient infrastructureAzure IaaS series: Explore new resources for building a stronger, more efficient infrastructure
Why a modern cloud infrastructure foundation is critical to your business…
As organizations accelerate digital transformation, infrastructure decisions…
Inside BMW Group’s experiments evaluating domain-specific language modelsSmall models, high quality: Inside BMW Group’s experiments evaluating domain-specific language models
A car you can talk to has been a longstanding dream, whether as the basis for…
One way of achieving better, more natural voice commands is by incorporating AI…
Supreme Court AI copyright decision sounds sweeping but actually settles very littleSupreme Court AI copyright decision sounds sweeping but actually settles very little
AI inventor Stephen Thaler wanted the US Supreme Court to recognize a machine as the…
The court refused, but the ruling only covers this extreme case.
US military uses Anthropic's Claude for AI-driven strike planning in Iran warUS military uses Anthropic's Claude for AI-driven strike planning in Iran war
In the war against Iran, the US military is using generative AI at scale for target…
Of all models, it's the one from the company Washington just banned.
Google faces wrongful death lawsuit after Gemini allegedly ‘coached’ man to die by suicideGoogle faces wrongful death lawsuit after Gemini allegedly ‘coached’ man to die by suicide
A lawsuit filed on Wednesday accuses Google's Gemini AI chatbot of trapping 36-year-old…
In the days leading up to his death, Gemini allegedly convinced Gavalas that he was…
OpenAI Says ChatGPT Instant 5.3 is Less Cringe, More AccurateOpenAI Says ChatGPT Instant 5.3 is Less Cringe, More Accurate
The AI model maker said it is responding to user criticisms.
Do Your Customers Have Analysis Paralysis? Find OutDo Your Customers Have Analysis Paralysis? Find Out
Key Takeaways Analysis paralysis in customers happens when you offer too many choices…
Instead, use integrated data to provide personalized recommendations that guide shoppers.
Bridging the operational AI gapBridging the operational AI gap
The transformational potential of AI is already well established.
Enterprise use cases are building momentum and organizations are transitioning from…
Pentagon vendor cutoff exposes the AI dependency map most enterprises never builtPentagon vendor cutoff exposes the AI dependency map most enterprises never built
The federal directive ordering all U.S.
government agencies to cease using Anthropic technology comes with a six-month phaseout…
Why Enterprise AI StallsEscaping the Prototype Mirage: Why Enterprise AI Stalls
Too many prototypes, too few products
Earth’s rumblings, and AI for strikes on IranThe Download: Earth’s rumblings, and AI for strikes on Iran
This is today’s edition of The Download , our weekday newsletter that provides a daily…
Listen to Earth’s rumbling, secret soundtrack The boom of a calving glacier.
MCP Apps support on VercelMCP Apps support on Vercel
Teams can now build and deploy MCP Apps on Vercel with full support for Next.js.MCP…
They run inside iframes and communicate with any compatible host, such as ChatGPT,…
How Does Keyword Search WorkRAG with Hybrid Search: How Does Keyword Search Work?
Understanding keyword search, TF-IDF, and BM25
appeared first on Towards Data Science .
Meta creates new applied AI engineering divisionMeta creates new applied AI engineering division
Meta is building a new applied AI engineering organization, according to an internal…
The article Meta creates new applied AI engineering division appeared first on The…
Anthropic nears $20 billion revenue run rate despite Pentagon feudAnthropic nears $20 billion revenue run rate despite Pentagon feud
Anthropic is on track to generate nearly $20 billion in annual revenue based on current…
The article Anthropic nears $20 billion revenue run rate despite Pentagon feud appeared…
Anthropic’s Skyrocketing Revenue, A Contract Compromise?, Nvidia EarningsAnthropic’s Skyrocketing Revenue, A Contract Compromise?, Nvidia Earnings
Anthropic's enterprise business is reaching escape velocity, which increases the…
Then, agents dramatically increase demand for Nvidia chips, even if they threaten…
OpenAI is building a GitHub competitor that could challenge its biggest investorOpenAI is building a GitHub competitor that could challenge its biggest investor
OpenAI is building its own alternative to GitHub, Microsoft's widely used platform for…
The article OpenAI is building a GitHub competitor that could challenge its biggest…
Toward One Encoder for All Point CloudsUtonia: Toward One Encoder for All Point Clouds
We dream of a future where point clouds from all domains can come together to shape a…
Toward this goal, we present Utonia, a first step toward training a single…
Towards Expressive Interactive Gesture SynthesisMIBURI: Towards Expressive Interactive Gesture Synthesis
Embodied Conversational Agents (ECAs) aim to emulate human face-to-face interaction…
Current large language model (LLM)-based conversational agents lack embodiment and the…
Control-Based Classifier-Free Diffusion GuidanceCFG-Ctrl: Control-Based Classifier-Free Diffusion Guidance
Classifier-Free Guidance (CFG) has emerged as a central approach for enhancing semantic…
In this paper, we explore a unified framework called CFG-Ctrl, which reinterprets CFG…
Aligning Fine-Grained Manipulation with Human PreferenceHow to Peel with a Knife: Aligning Fine-Grained Manipulation with Human Preference
Many essential manipulation tasks - such as food preparation, surgery, and…
These tasks are characterized not only by contact-rich, force-sensitive dynamics, but…
Unified Multimodal Control for Autonomous Humanoid Whole-Body Loco-ManipulationULTRA: Unified Multimodal Control for Autonomous Humanoid Whole-Body Loco-Manipulation
Achieving autonomous and versatile whole-body loco-manipulation remains a central…
Yet existing approaches are fundamentally constrained: retargeted data are often scarce…
Autonomous Functional Play with Correspondence-Driven Trajectory WarpingTether: Autonomous Functional Play with Correspondence-Driven Trajectory Warping
The ability to conduct and learn from interaction and experience is a central challenge…
However, realizing such "play" requires (1) a policy robust to diverse, potentially…
An Exploration of Multimodal PretrainingBeyond Language Modeling: An Exploration of Multimodal Pretraining
The visual world offers a critical axis for advancing foundation models beyond language.
Despite growing interest in this direction, the design space for native multimodal…
Learning Demographic-Conditioned Mobility Trajectories with Aggregate SupervisionLearning Demographic-Conditioned Mobility Trajectories with Aggregate Supervision
Human mobility trajectories are widely studied in public health and social science,…
However, existing trajectory generation models rarely capture this heterogeneity…
A Comparative Analysis of Domain-Generation Algorithm (DGA) Detection Methods for…Gravity Falls: A Comparative Analysis of Domain-Generation Algorithm (DGA) Detection Methods for Mobile Device Spearphishing
Mobile devices are frequent targets of eCrime threat actors through SMS spearphishing…
Despite this, DGA research and evaluation largely emphasize malware C2 and email…
Long-Context Geometric Reconstruction with Hybrid MemoryLoGeR: Long-Context Geometric Reconstruction with Hybrid Memory
Feedforward geometric foundation models achieve strong short-window reconstruction, yet…
We present LoGeR (Long-context Geometric Reconstruction), a novel architecture that…
Dual Motion Diffusion for World-Space Human ReconstructionDuoMo: Dual Motion Diffusion for World-Space Human Reconstruction
We present DuoMo, a generative method that recovers human motion in world-space…
Reconstructing such motion requires solving a fundamental trade-off: generalizing from…
Physics-informed post-processing of stabilized finite element solutions for transient…Physics-informed post-processing of stabilized finite element solutions for transient convection-dominated problems
The numerical simulation of convection-dominated transient transport phenomena poses…
Classical discretization methods often generate spurious oscillations, requiring…
Contextual Pressure Can Undermine Agentic GoalsInherited Goal Drift: Contextual Pressure Can Undermine Agentic Goals
The accelerating adoption of language models (LMs) as agents for deployment in…
While prior-generation language model agents have been shown to be susceptible to…
A Standardized Testbed of Traditional Imperfect-Information Card GamesValet: A Standardized Testbed of Traditional Imperfect-Information Card Games
AI algorithms for imperfect-information games are typically compared using performance…
Card games are a natural domain for imperfect information due to hidden hands and…
Speculative Speculative DecodingSpeculative Speculative Decoding
Autoregressive decoding is bottlenecked by its sequential nature.
Speculative decoding has become a standard way to accelerate inference by using a fast…
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