Models & Research
Android is becoming an AI OS, and Gemini’s real gate is the platform
Google Gemini Intelligence tries to turn Android from an app-launching OS into an intelligence system that can read context and act.
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Models & Research
New model releases, benchmarks, evaluation methods, and research results.
Models & Research
SANA-WM 2.6B asks what a one-minute world model really costs
NVIDIA SANA-WM claims 720p, 60-second world modeling from a 2.6B backbone. The real story is not video polish but the cost structure of open models.
Models & Research
WaveSpeed’s 260-model LLM API moves model choice into the routing layer
WaveSpeed now exposes GPT, Claude, Gemini and 260+ LLMs through one OpenAI-compatible API. Here is what that means for multimodal agents, routing, cost, and trust boundaries.
Models & Research
OpenAI’s $4B deployment company moves the model war into consulting
OpenAI Deployment Company shows frontier AI competition shifting toward enterprise deployment, FDEs, governance, and private equity distribution.
Models & Research
GPT-5.5 crossed 50%, exposing the real bottleneck in enterprise document agents
GPT-5.5 became the first model to pass 50% on Databricks OfficeQA Pro, showing that enterprise agents still fail on parsing, retrieval, permissions, and orchestration.
Models & Research
OpenAI and Anthropic move the model war into deployment
OpenAI and Anthropic are building enterprise AI deployment firms. The bottleneck is moving from APIs to FDEs, integration, and governance.
Models & Research
Thinking Machines Makes AI Collaboration Real Time
Thinking Machines Interaction Models proposes full-duplex collaboration where AI can listen, see, speak, and use tools at the same time.
Models & Research
NVIDIA Is Targeting the RL Training Loop
NVIDIA and Ineffable Intelligence are pointing the model race toward RL infrastructure for agents that learn from experience.
Models & Research
Gemini File Search shows RAG is learning to read images
Google added multimodal retrieval, metadata filters, and page-level citations to Gemini API File Search, moving RAG closer to an operational layer for agents.
Models & Research
Gemma 4 starts reading ahead for local AI
Google released MTP drafters for Gemma 4, promising up to 3x faster inference. The bigger story is local LLM latency.
Models & Research
MiniMax M2.7 brings self-evolving training to low-cost agent models
MiniMax M2.7 uses a self-evolution loop around OpenClaw, activates only 10B of 230B parameters, and challenges premium coding models on price, benchmarks, and licensing.
Models & Research
Claude Mythos Preview turns zero-day discovery into a controlled-release problem
Anthropic is limiting Claude Mythos Preview to Project Glasswing partners after reporting large jumps in autonomous vulnerability discovery, exploit chaining, and cyber safety risk.