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OpenAI's GPT-5.6 Launches in Three Tiers: Sol's 'Ultra Mode' Bets on Multi-Agent Orchestration

Summary: OpenAI's GPT-5.6 splits into three tiers; the top-tier Sol debuts a new ultra mode that runs multiple subagents in parallel, pushing the agentic AI frontier from raw capability toward orchestration architecture.

Key Facts

  • Sol (flagship): Strongest performance in coding, biology, and cybersecurity. Introduces max reasoning effort (extended thinking) and ultra mode (parallel subagent execution). Pricing: $5 input / $30 output per million tokens
  • Terra (balanced): Comparable to GPT-5.5 at 50% lower cost. $2.50 input / $15 output per million tokens
  • Luna (fast, affordable): Lowest-cost tier. $1 input / $6 output per million tokens
  • New caching: explicit cache breakpoints and a guaranteed 30-minute minimum cache lifetime for more predictable prompt caching
  • Access restricted to ~20 US government-approved partner companies; general availability expected within weeks

Why It Matters

Sol's ultra mode marks a qualitative shift: rather than improving a single model's context window, OpenAI is orchestrating fleets of subagents for tasks that exceed what one model call can hold. If this architecture proves reliable, it reshapes how developers build AI pipelines. The government-gated rollout also cements a new pattern in US AI policy — modeled on the Anthropic Mythos 5 precedent — where the most capable models require regulatory clearance before broad deployment.

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How this story unfolded

  1. OpenAI Launches GPT-5.6 as Sol, Terra, and Luna — Restricted to US Trusted Partners
  2. White House Asks OpenAI to Gate GPT-5.6 Access on a Customer-by-Customer Basis
  3. GPT-5.6 June Window Closes — Prediction Market Odds Collapse From 83% to 18%
  4. GPT-5.6's Prediction Window Opens: 1.5M Token Context and Alignment Fix Expected
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— Large Language Model의 약자로, '거대 언어 모델'이라고 해요. ChatGPT, Claude 같은 AI가 바로 LLM이에요. 엄청나게 많은 텍스트를 학습해서 사람처럼 글을 쓰고 대화할 수 있어요.

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