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GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model

Meta’s Generative Ads Recommendation Model (GEM), the foundation model behind ads recommendations across Instagram and Facebook, now trains at LLM scale on several thousand of the...

GEM Training: How Meta Doubled the Efficiency of Its LLM-Scale Ads Foundation Model

Engineering at Meta
Engineering at Meta · 2026-08-03T18:00:17Z
LLM Security Basics: The Full Threat Model

In this article, we try to build a map of the full attack surface that threatens an LLM’s security.

LLM Security Basics: The Full Threat Model

ByteByteGo Newsletter
ByteByteGo Newsletter · 2026-08-03T15:31:14Z
DeepSeek’s smaller model just outperformed its own flagship

DeepSeek has launched DeepSeek-V4-Flash-0731, delivering a significant boost in agent performance without changing the model’s core architecture. Following an announcement The post DeepSeek’s...

DeepSeek’s smaller model just outperformed its own flagship

The New Stack
The New Stack · 2026-08-03T13:32:15Z

Stanford CS336 Assignment 1 is titled Building a Transformer LM. It covers the main ideas behind a decoder-only language model:

CS336 Assignment 1: Large Language Model Training and Inference

Louis Aeilot's Blog
Louis Aeilot's Blog · 2026-08-01T14:00:00Z
Using a Transformer Model: From Training to Inference

This chapter is divided into four parts; they are: • Autoregressive Generation • Prefill and Decode • A Simple KV Cache • Memory Usage of the KV Cache A decoder-only transformer model predicts the...

Using a Transformer Model: From Training to Inference

MachineLearningMastery.com
MachineLearningMastery.com · 2026-07-31T14:22:34Z
Google DeepMind’s new AI model can control a robot’s entire body

Google DeepMind says the latest version of its Gemini Robotics AI model can "control entire humanoid robots." While the previous model focused on controlling a humanoid robot's upper body, Gemini...

Google DeepMind’s new AI model can control a robot’s entire body

The Verge
The Verge · 2026-07-30T17:18:45Z

Not every question deserves the same amount of thought. Renaming a variable isn’t the same as debugging a memory leak, and they don’t need the same level of thinking. So why should your model...

Tell your model when to think harder

Visual Studio Blog
Visual Studio Blog · 2026-07-29T15:02:36Z
Sam Altman on model distillation: “This is not in my top ten list of worries”

Sam Altman’s latest appearance on Patrick O’Shaughnessy’s Invest Like the Best podcast covered everything from AGI and robotics to the The post Sam Altman on model distillation: “This is not in my...

Sam Altman on model distillation: “This is not in my top ten list of worries”

The New Stack
The New Stack · 2026-07-28T18:15:57Z
How to Build an Automated Workload Model for Peak Readiness

If you’ve ever spent two days pulling data out of an APM tool just to answer “how many virtual users should I run in my load test?”, this tutorial is for you. By the end, you’ll know how to derive eve

How to Build an Automated Workload Model for Peak Readiness

freeCodeCamp.org
freeCodeCamp.org · 2026-07-27T20:56:13Z
DeepsecBench: evaluating model performance in finding cybersecurity vulnerabilities

Last week, OpenAI evaluated two models on an exploit benchmark within an isolated sandbox. Guardrails were reduced for testing, and the models found a vulnerability in their environment, accessed...

DeepsecBench: evaluating model performance in finding cybersecurity vulnerabilities

Vercel News
Vercel News · 2026-07-27T04:00:00Z

Engineers are increasingly arguing that modern LLMs can already reason through root cause analysis once given correctly prepared context, shifting the hard problem to the pipelines that correlate...

AI Root Cause Analysis Shifts from Model Reasoning to Context Engineering

InfoQ
InfoQ · 2026-07-25T09:00:00Z
America’s Open-Model Paradox

The post America’s Open-Model Paradox appeared first on Sequoia Capital.

America’s Open-Model Paradox

Sequoia Capital US/Europe
Sequoia Capital US/Europe · 2026-07-24T23:46:04Z

Turning the key principles and methodological stages of GraphEval into a simulated practical scenario to better understand its usefulness and key implications in understanding and combating LLM...

Language Model Hallucination Evaluation with GraphEval

KDnuggets
KDnuggets · 2026-07-24T13:02:40Z
Claude models explained: choosing the best model for your use case

Claude models explained: choosing the best model for your use case

Claude
Claude · 2026-07-24T00:00:00Z
Outperforming Fable 5 at half the price: meet model synthesis, a new server-side tool on DigitalOcean Inference Engine

Anyone building with AI runs into the same tradeoff: how to get the most intelligence per dollar, the right model at the right cost for each task. DigitalOcean Inference Engine is built to help...

Outperforming Fable 5 at half the price: meet model synthesis, a new server-side tool on DigitalOcean Inference Engine

The DigitalOcean Blog
The DigitalOcean Blog · 2026-07-23T20:03:12Z
Nvidia’s new DNA model learns what token prediction misses

The AI industry has largely focused on language-based approaches, using transformers trained on massive datasets to predict words or fill The post Nvidia’s new DNA model learns what token...

Nvidia’s new DNA model learns what token prediction misses

The New Stack
The New Stack · 2026-07-23T18:44:01Z
Cursor, Ramp, and Meta are all building model routers — but two have major model ambitions themselves

Cursor, the AI coding tool recently acquired by Elon Musk’s SpaceX in a $60 billion all-stock deal, has launched a The post Cursor, Ramp, and Meta are all building model routers — but two have...

Cursor, Ramp, and Meta are all building model routers — but two have major model ambitions themselves

The New Stack
The New Stack · 2026-07-23T17:12:57Z
How to Train a Tumor Segmentation Model on Ultrasound Data with MONAI

Most segmentation tutorials begin by choosing a model, feeding images into it, and tuning hyperparameters until the metric improves. But this skips the step that often matters most: understanding the

How to Train a Tumor Segmentation Model on Ultrasound Data with MONAI

freeCodeCamp.org
freeCodeCamp.org · 2026-07-22T16:53:24Z
“Every few months, a new model made part of our roadmap unnecessary”: Why Mendral’s founders gave up their startup for Anthropic

Anthropic is bringing the team behind AI startup Mendral on board to strengthen Claude’s software engineering capabilities. As part of The post “Every few months, a new model made part of our...

“Every few months, a new model made part of our roadmap unnecessary”: Why Mendral’s founders gave up their startup for Anthropic

The New Stack
The New Stack · 2026-07-22T16:45:49Z

Banks are evolving their model risk management frameworks in light of supporting rapid adoption and growth of AI models, while also ensuring risk-sensitive value creation.

Evolving model risk management in the age of AI

McKinsey Insights & Publications
McKinsey Insights & Publications · 2026-07-22T00:00:00Z
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