Results for “Context window”

Why it matters

DeepMind released EmbeddingGemma 2, a 740M-parameter multimodal embedding model under the Apache 2.0 license. It unifies code, text, image, audio, and video representations into a single vector space with an 8K token context window.

Why it matters

Anthropic introduced Claude Fable 5.1, offering deeper reasoning, agentic coding capabilities, and a 1M token context window. Prompt cache reads are reduced to a quarter of the prior cost alongside several breaking changes to thinking blocks and tool calls.

Why it matters

Telnyx launched hosting for Moonshot AI's flagship Kimi K3 model, featuring 2.8 trillion parameters, a 1M-token context window, and native vision. The model supports function calling and OpenAI-compatible API endpoints.

Why it matters

StepFun launched Step 5 Preview, a 600B sparse Mixture-of-Experts model activating 27B parameters per token with a 1M token context window. At $1.00 input and $2.70 output per million tokens, it undercuts rival pricing while offering native Claude Code integration.

Why it matters

Google Research unveiled the Planetary Prediction Engine, an autonomous agent architecture that executes full predictive modeling from natural language queries in minutes. By decoupling LLM orchestration into three stages using opaque data handles, it bypasses context window bottlenecks while preventing target data leakage.

Why it matters

Alibaba released Qwen3.8-27B under an unrevokable Apache 2.0 open source license. Featuring native vision and a 262,000 token context window, it fits within 17 GB of VRAM for consumer hardware execution.

Why it matters

NVIDIA released Nemotron 3.5 Lightning, an open 30B Mixture-of-Experts model with 3B active parameters and a 1M context window. It is available on Ollama and optimized for always-on background execution harnesses.

Why it matters

Monitor your local Claude Code, Codex CLI, OpenCode, and Devin agent sessions with CTOP, an interactive terminal dashboard. It tracks real-time CPU, memory, token usage, context window, and API costs in a single pane.

Why it matters

Google Gemini Spark introduces twenty-four-seven background task execution for developers. Utilizing Gemini's large context window, it runs continuous code monitoring and automation. Build autonomous developer setups.

Why it matters

Ambient Context is an open-source macOS menu bar app that periodically reads text from your focused window using the Accessibility API and saves it to daily Markdown files. Operating entirely locally without telemetry or video recordings, it generates clean context logs for tools like Claude Code.

Why it matters

Meta has launched a dedicated Mac application for Meta AI that can view active window context and perform system-wide dictation. The app integrates directly with Google Workspace and Meta business platforms.

Why it matters

Apple has integrated a Model Context Protocol server into Safari Technology Preview 247, enabling AI agents to inspect and control a live browser window directly. This allows agentic coders to query the Document Object Model, evaluate JavaScript, and capture screenshots autonomously.