LLM News

Every LLM release, update, and milestone.

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analysisOpenAI

Image AI models drive 6.5x more app downloads than text model updates, Appfigures data shows

Image model releases are generating 6.5 times more mobile app downloads than traditional text model updates, according to Appfigures. Google's Gemini added 22 million downloads in 28 days following its image model release, while ChatGPT added 12 million after GPT-4o image capabilities launched.

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product updateOpenAI

OpenAI launches Advanced Account Security for ChatGPT with mandatory passkeys and disabled AI training

OpenAI has released Advanced Account Security, an opt-in feature for ChatGPT users that requires passkey or physical security key authentication, automatically disables AI training on conversations, and implements shorter login sessions. The company partnered with Yubico to offer two YubiKeys for $68, nearly half the usual $126 price.

2 min readvia zdnet.com
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product updateAmazon AWS

AWS Launches AgentCore Optimization: Automated Performance Loop for Production AI Agents

Amazon Web Services released AgentCore Optimization in preview, introducing an automated performance loop that generates configuration recommendations from production traces, validates them through batch evaluation and A/B testing, and enables continuous agent optimization. The system targets the quality drift problem where AI agents degrade as models evolve and user behavior shifts.

3 min readvia aws.amazon.com
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product updateAmazon Web Services

AWS launches agent-guided workflows in SageMaker AI to automate model fine-tuning

Amazon Web Services has released agent-guided workflows in SageMaker AI that use AI coding agents to automate model customization. The feature includes nine pre-built skills covering use case definition, data preparation, fine-tuning technique selection (SFT, DPO, RLVR), evaluation, and deployment to Amazon Bedrock or SageMaker endpoints.

2 min readvia aws.amazon.com
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product update

Augment Code launches Cosmos, an operating system for multi-agent software development workflows

Augment Code has released Cosmos into public preview, positioning it as an operating system for agentic software development. The platform coordinates AI agents across the full software development lifecycle with shared memory, multi-model routing via their Prism system that claims 20-30% token savings, and what the company calls specialized agents that learn from team feedback.

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model releaseNVIDIA

NVIDIA releases Nemotron-3-Nano-Omni-30B, a 31B-parameter multimodal model with 256K context and reasoning mode

NVIDIA released Nemotron-3-Nano-Omni-30B-A3B, a multimodal large language model with 31 billion parameters that processes video, audio, images, and text with up to 256K token context. The model uses a Mamba2-Transformer hybrid Mixture of Experts architecture and supports chain-of-thought reasoning mode.

2 min readvia huggingface.co
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product update

Augment Code launches Prism router: 20-30% cost reduction routing between Claude Opus 4.7, GPT 5.5, and cheaper models

Augment Code released Prism, a model routing system that selects between frontier models and cheaper alternatives per user turn. On internal benchmarks, Prism matches Claude Opus 4.7 and GPT 5.5 quality while reducing per-task costs by 20-30%, translating to approximately $20,000 monthly savings for teams sending 10,000 requests.

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product update

Perplexity's Mac-Native 'Personal Computer' Platform Claims $2.8B in Labor-Equivalent Work

Perplexity CEO Aravind Srinivas revealed that the company's Mac-native Personal Computer platform has performed more than $2.8B in labor-equivalent work for Pro, Max, and Enterprise subscribers since launch. The announcement follows Apple CFO Kevan Parekh citing Perplexity as an example of developers building enterprise-grade AI assistants on Mac during Apple's Q2 2026 earnings call.

2 min readvia 9to5mac.com
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benchmarkOpenAI

UK AI Security Institute finds GPT-5.5 matches Claude Mythos in vulnerability detection, but is publicly available

The UK's AI Security Institute has evaluated OpenAI's GPT-5.5 for security vulnerability detection capabilities. The evaluation found GPT-5.5 performs comparably to Anthropic's Claude Mythos, with the key distinction that GPT-5.5 is generally available while Mythos remains in limited release.

1 min readvia simonwillison.net