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🤖 AI Agents Weekly: GPT-5.6 Family, Meta Muse Spark 1.1, Grok 4.5, SWE-1.7, Robostral Navigate, The Harness Effect, and More

OpenAI released the GPT-5.6 family (Sol, Terra, Luna) across ChatGPT, Codex, and the API, featuring agent-tuned capabilities and tiered pricing. Meta launched Muse Spark 1.1, a multimodal reasoning model for agentic tasks, and opened the Meta Model API to developers. These releases advance AI agent capabilities with improved reasoning, long-context support, and competitive pricing.

read2 min views1 publishedJul 11, 2026
🤖 AI Agents Weekly: GPT-5.6 Family, Meta Muse Spark 1.1, Grok 4.5, SWE-1.7, Robostral Navigate, The Harness Effect, and More
Image: Nlp (auto-discovered)

GPT-5.6 Family, Meta Muse Spark 1.1, Grok 4.5, SWE-1.7, Robostral Navigate, The Harness Effect, and More

In today’s issue:

OpenAI ships the GPT-5.6 family

Meta releases Muse Spark 1.1

OpenAI launches ChatGPT Work agent

xAI releases Grok 4.5 for coding

Cognition ships SWE-1.7 at 1000 tok/s

Mistral drops Robostral Navigate

Harness design sets agent economics

OpenAI launches GPT-Live voice

Google open-sources Gemma 4

Tencent open-sources 295B Hy3

Google ships Cloud Run sandboxes

Nous puts Hermes Agent in the cloud

Microsoft releases Flint for agents

Ternlight runs embeddings in-browser

GPT-5.6 proves 50-year math conjecture Databricks benchmarks coding agents

OpenAI audits SWE-Bench Pro

FrontierFinance benchmarks agent analysts

Paper turns memory into navigation

GitLost tricks GitHub’s AI agent

Anthropic finds a global workspace

Sakana replays Picbreeder with VLMs

And all the top AI dev news, papers, and tools.

Top Stories #

OpenAI Ships the GPT-5.6 Family

OpenAI began rolling out its GPT-5.6 family, Sol, Terra, and Luna, across ChatGPT, Codex, and the API.

Capability tiers: The number marks the generation while Sol, Terra, and Luna are durable tiers that advance on their own cadence. Sol is the flagship for the hardest tasks, Terra matches GPT-5.5 at lower cost, and Luna is the fastest and cheapest.Built for agents: GPT-5.6 is the new default brain behind Codex and ChatGPT Work, tuned for long-horizon tool use and coding.Pricing: Sol runs 5 dollars/30 dollars per million input/output tokens, Terra 2.50 dollars/15 dollars, and Luna 1 dollar/6 dollars.Rollout: Live now in ChatGPT, Codex, and the API, with the Codex desktop app merging into the ChatGPT app on Windows and Mac.

Meta Releases Muse Spark 1.1

Meta Superintelligence Labs released Muse Spark 1.1, a multimodal reasoning model built for agentic tasks, and opened the Meta Model API to developers for the first time.

Agent orchestration: Works with native tools, MCP servers, and custom skills, and can act as a main agent that plans and delegates work to parallel subagents.Agentic benchmarks: Posts SOTA scores on MCP Atlas (88.1), JobBench (54.7 vs Opus 4.8 at 48.4 and GPT-5.5 at 38.3), and Humanity’s Last Exam with tools (62.1 vs Opus 4.8 at 57.9), plus FinanceBench.Long context: Supports a 1M-token context window for long-horizon, multimodal work.Open API and pricing: Meta Model API is in public preview at 1.25 dollars/4.25 dollars per million input/output tokens, with 20 dollars in free credits for new accounts.

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