OpenAI A Scorecard for the AI Age
OpenAI proposes a new economic framework called Useful Intelligence per Dollar to measure AI value based on work accomplished rather than software adoption metrics.
OpenAI Teen Safety and Learning Framework
OpenAI has introduced a suite of age-appropriate protections and learning-focused features for teens, including Study Mode and enhanced parental controls, to ensure safe AI access for the first generation growing up with the technology.
DharmaOCR: Specialization Advantage in Brazilian Portuguese OCR
DharmaOCR outperforms newer generalist models like Mistral OCR4 and Unlimited-OCR on Brazilian Portuguese documents by concentrating all model parameters on a single domain through targeted fine-tuning and Direct Preference Optimization.
Google DeepMind and Isomorphic Labs Bioresilience Approach
Google DeepMind and Isomorphic Labs have introduced a joint bioresilience framework to prevent AI misuse in biology and accelerate the detection and response to infectious diseases through AI-powered tools.
How OpenAI's Creative Team Uses Codex for Creative Workflows
OpenAI Creative Specialist Chad Nelson uses Codex to build custom creative tools, accelerate campaign ideation, and bridge the gap between conceptual design and technical prototyping.
Hugging Face Security Incident Disclosure — July 2026
Hugging Face disclosed a July 2026 security incident in which an autonomous AI agent compromised internal datasets and credentials, which was detected and analyzed using its own AI and an open‑weight GLM 5.2 model.
How Cars24 Scales Automotive Marketplace Operations with OpenAI
Cars24 uses OpenAI APIs, ChatGPT Enterprise, and Codex to automate the end-to-end car buying and selling journey and optimize internal cross-functional workflows.
vLLM Production Quality: CI, Benchmarking, and Release Process Overview
vLLM utilizes a three-layer quality assurance framework—comprising continuous integration, performance benchmarking, and a strict release process—to maintain stability across a massive variety of hardware and model architectures.
Shippy: Architecture and Lessons in Building High-Stakes Maritime AI Agents
Hugging Face and Ai2 detail the architecture of Shippy, a maritime AI agent designed for high-stakes decision support using a modular system of 'soul', 'skills', and 'config' combined with deterministic tool interfaces.
Model Routing in Agentic Systems: Moving from Classification to Optimization
IBM Research and Hugging Face highlight that effective model routing requires optimizing for cost, latency, and quality as a system-wide problem rather than treating it as a simple task-classification problem.
OpenAI on US AI Safety Governance and Reverse Federalism
OpenAI advocates for a national AI safety framework based on 'reverse federalism,' where aligned state laws in California, New York, and Illinois create a de facto national standard to guide federal and international governance.
GPT-Red: Unlocking Self-Improvement for Robustness
OpenAI has introduced GPT-Red, an automated red-teaming model trained via self-play reinforcement learning to identify vulnerabilities and adversarially train future models, such as GPT-5.6 Sol, to be more robust against prompt injections.
Real World VoiceEQ: Measuring Human Quality in Voice AI
Hugging Face and Hume AI have introduced Real World VoiceEQ, a human-grounded benchmark designed to evaluate the emotional, acoustic, and conversational quality of voice AI beyond traditional technical metrics.
vLLM TML Inkling Support
vLLM has announced Day-0 support for TML Inkling, a 1T-parameter multimodal model, delivering up to 380 tok/s/user on 4 GB200 GPUs through specialized architectural optimizations.
Thinking Machines Inkling Release Notes / What's New
Thinking Machines has released Inkling, a 1 trillion parameter multimodal open model featuring a 1M context window and native support for image, text, and audio inputs.
OpenAI Guide to Managing AI Investments in the Agentic Era
OpenAI outlines a strategic framework for enterprise AI investment, shifting the focus from token pricing to useful work per dollar and outcome-based ROI.
vLLM and TileRT Integration for Latency-Critical Serving
vLLM has integrated TileRT 0.1.5 as a pluggable decode engine to provide native per-user decode speed for latency-critical workloads while maintaining vLLM's standard prefill and serving infrastructure.
How data science teams use ChatGPT Work
OpenAI has detailed how data science teams can use ChatGPT Work to transform raw data, dashboards, and business context into review-ready analysis assets.
How Sales Teams Use ChatGPT Work
OpenAI introduces ChatGPT Work and a dedicated sales plugin to help sales teams synthesize account context and customer data into actionable sales artifacts like pipeline briefs and account plans.
Google DeepMind Launches ATL Saathi for Indian Educators
Google DeepMind has launched ATL Saathi, a Gemini-powered AI assistant designed to provide 24/7 planning and training support for educators in India's Atal Tinkering Labs.
EAGLE-3 Speculative Decoding on AMD Instinct GPUs
vLLM and AMD Quark have implemented an end-to-end pipeline for EAGLE-3 speculative decoding on AMD Instinct GPUs, achieving throughput speedups of up to 2.00x for Kimi-K2.5 and 1.79x for MiniMax-M2.5.
Deutsche Telekom AI-Native Transformation
Deutsche Telekom is transitioning to an AI-native telecommunications provider by redesigning its operating model, integrating AI into network operations and voice communications, and scaling ChatGPT Enterprise across its 200,000 employees.
Profiling in PyTorch (Part 3): Attention is all you profile
Hugging Face’s Profiling in PyTorch (Part 3) shows how different attention implementations appear in PyTorch profiler traces, revealing performance trade‑offs of naive, in‑place, math, efficient, flash, and cuDNN backends.
vime ROCm Support for AMD Instinct GPUs
vLLM has announced ROCm support for vime, enabling end-to-end reinforcement learning post-training workflows to run natively on AMD Instinct MI300X and MI355X GPUs.
Getting Started with ChatGPT: Guide to Core Features and Workflows
OpenAI provides a foundational guide to ChatGPT, detailing the distinction between Chat and Work modes, prompt engineering basics, and the integration of voice capabilities for enhanced productivity.
GPT-5.6 Release: New Preferred Model for Microsoft 365 Copilot
OpenAI has introduced GPT-5.6 as the preferred model for Microsoft 365 Copilot, improving productivity across Word, Excel, PowerPoint, Chat, and Cowork through higher-quality outputs and better token efficiency.
OpenAI Bio Bounty Program Transition and GPT-5.6 Scope
OpenAI has transitioned the GPT-5.5 Bio Bug Bounty into the ongoing private OpenAI Bio Bounty Program, increasing the reward for universal jailbreaks to $50,000 for GPT-5.6 and GPT-5.5.
ChatGPT Work and GPT-5.6 Release
OpenAI has launched ChatGPT Work, an agentic system powered by GPT-5.6 that can execute multi-step workflows across apps, create documents and web apps, and perform scheduled tasks.
GPT-5.6 Sol, Terra, Luna: Performance, Features, and Availability
OpenAI launches GPT-5.6, introducing the Sol, Terra, and Luna models with improved performance per dollar, ultra multi-agent capability, and strengthened safeguards.
OpenAI National Security Principles and Government Partnerships
OpenAI has published its National Security Principles to provide transparency into how the company handles government partnerships and the use of its technology in national security and law enforcement.
OpenAI Analysis of SWE-Bench Pro Coding Evaluation Flaws
OpenAI has retracted its recommendation for SWE-Bench Pro after an audit revealed that approximately 30% of the benchmark's tasks are broken due to issues like overly strict tests and underspecified prompts.
OpenAI Academy AI Skills Jam for K–12 Educators
OpenAI Academy, in partnership with the Walton Family Foundation, is launching an AI Skills Jam to provide over 1,600 K–12 educators with hands-on training to integrate AI into teaching and administration.
Hugging Face Native-speed vLLM Transformers Modeling Backend
Hugging Face has updated the transformers vLLM backend to match or exceed the throughput of custom vLLM implementations by dynamically applying inference-specific layer fusions at runtime.
Introducing GPT‑Live‑1 and GPT‑Live‑1 mini: OpenAI’s New Full‑Duplex Voice Models
OpenAI announces GPT‑Live‑1 and GPT‑Live‑1 mini, full‑duplex voice models that enable natural, interruptible conversations while delegating complex reasoning to GPT‑5.5, rolling out globally to ChatGPT users.
Hugging Face and Amazon SageMaker Studio Integration
Hugging Face has introduced a deep-link integration with Amazon SageMaker AI, allowing developers to move from model discovery to fine-tuning or deployment in SageMaker Studio with a single click.
Hugging Face Models on Foundry Managed Compute
Microsoft Foundry now integrates a curated, weekly-refreshed catalog of Hugging Face open-weight models that can be deployed in one click onto Foundry Managed Compute for enterprise-grade operationalization.
Intelligence is Free, Now What? Data Systems for, of, and by Agents
BAIR researchers propose a new framework for data systems redesigned for agentic workloads, agentic state management, and agent-driven system synthesis as AI inference costs approach zero.
Hugging Face and SkyPilot Integration for Zero-Egress AI Storage
Hugging Face and SkyPilot have integrated to allow AI workloads to run on any cloud provider with zero-egress costs for reading models and datasets stored on the Hugging Face Hub.
MUFG AI-Native Transformation with OpenAI
MUFG is partnering with OpenAI to implement ChatGPT Enterprise for 35,000 employees and develop AI-driven customer experiences to transition into an AI-native financial group.
LeRobot v0.6.0 release notes
LeRobot v0.6.0 adds world model policies (VLA-JEPA, LingBot-VA, FastWAM), new VLAs (GR00T N1.7, MolmoAct2, EO-1, Multitask DiT, EVO1), reward models (Robometer, TOPReward), dataset enhancements (depth, language annotations, custom encoding, up to 2× faster loading), six new simulation benchmarks via lerobot-eval, deployment CLI lerobot-rollout with DAgger, FSDP and HF Jobs cloud training, and a leaner install.
Australian Payments Plus Integration of ChatGPT Enterprise and Codex
Australian Payments Plus (AP+) has deployed ChatGPT Enterprise and Codex to accelerate technical investigations, streamline complex knowledge work, and reduce product prototyping time from weeks to a single day.
PRX Data Strategy: Scaling Pre-training with VLM Re-captioning and Mosaic Streaming
Photoroom details the data pipeline for PRX, emphasizing the use of long VLM-generated captions, a hybrid Lance and Mosaic Data Shards storage strategy, and high-quality JPEG encoding to optimize a 7B parameter model.
vLLM × HPC-Ops: High-Performance Attention and MoE Backends from Tencent Hunyuan
vLLM now includes HPC-Ops attention and MoE backends optimized for NVIDIA Hopper H20, delivering up to 2.95× attention speedup and 1.59× MoE speedup, cutting TTFT by about 24% and TPOT by about 17% on Hy3.
Hugging Face Kernels Major Updates
Hugging Face announced major updates to its Kernels project, introducing a new kernel repository type, trusted publishers and code signing, revamped CLIs, broader framework support, and foundations for agentic kernel development.
Google DeepMind and A24 Research Partnership
Google DeepMind and A24 have entered a research partnership to integrate AI innovation directly into the creative process to develop new filmmaking workflows and techniques.
BAIR 2026 Graduate Showcase
The Berkeley Artificial Intelligence Research (BAIR) Lab announced its class of 2026 Ph.D. graduates, highlighting research across robotics, large language models, AI safety, and healthcare.
Hugging Face and Cerebras Real-Time Voice AI with Gemma 4
Hugging Face and Cerebras have developed an open, cascaded speech-to-speech pipeline using Gemma 4 31B to enable natural, low-latency voice AI interactions.
vLLM-Omni Optimizations for Qwen3-Omni-30B-A3B-Instruct Serving
vLLM-Omni serves Qwen3-Omni-30B-A3B-Instruct via a three-stage pipeline (Thinker, Talker, Code2Wav) and improves throughput and latency using stage decomposition, CUDA Graphs, async chunk handoffs, async output, stage replicas, and hot‑path cleanup.
ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration
IBM Research introduces ScarfBench, an open benchmark to evaluate AI agents' ability to migrate enterprise Java applications across Spring, Jakarta EE, and Quarkus frameworks.
Nano Banana 2 Lite and Gemini Omni Flash Release
Google DeepMind has released Nano Banana 2 Lite for high-speed, cost-efficient image generation and Gemini Omni Flash for high-quality video generation and conversational editing.