AI in 2027 // Chuck Blake

Resources for your first experiments

Start with a small task you can check. These links are optional reading, not a software shopping list.

Start small

Use an approved tool and material you are allowed to share. Do not paste secrets or customer data into an unapproved service. You can move at a pace you can handle.

For code changes, use test data and a review branch. For a document, work on a copy. You decide whether to accept the result.

Ask for a reviewable artifact

"Create a short walkthrough with the output, changed files or references, decisions and trade-offs, actual check results, uncertainty and the next decision I need to make."

Use an artifact you can open after the chat: a diagram, document, prototype, sample export or code diff. Ask for a decision summary and observable evidence, rather than hidden reasoning. Open the references and check the result yourself.

Claude’s Artifacts help guide [27] explains creating, editing, sharing and exporting work beside a conversation. Treat this as one example of the workflow, not a requirement to use Claude. Inspect sharing settings before publishing anything.

Learnable practices

A skill packages instructions and supporting material for an agent. Read third-party skills before installing them. Compatibility, tool permissions and maintenance vary. Neither collection is a productivity benchmark; this talk makes no PR-count claims.

2026: a dated selection

20 announcements, checked on November 3, 2026. Dates refer to the linked announcement, not universal availability. Previews, betas and staged rollouts are labeled. This is a selected record of changing models, interfaces and practices. It is not a complete census, a ranking of importance or a measure of acceleration. A count alone cannot establish that progress is speeding up.

  1. Open source

    OpenClaw name and release

    The project announced its OpenClaw name and shipped channel, model and security updates. This was a rebrand, not the project's first release.

    Announcement [2]

  2. Coding tools

    Codex app for macOS

    OpenAI introduced a desktop interface for working with multiple coding agents and reviewing their changes.

    Announcement [3]

  3. Models

    GPT-5.3-Codex

    OpenAI released a coding model for longer tasks involving research and tool use.

    Announcement [4]

  4. Models

    Claude Opus 4.6

    Anthropic released Opus 4.6 and introduced Claude Code agent teams in research preview.

    Announcement [5]

  5. Models

    Claude Sonnet 4.6

    Anthropic released Sonnet 4.6 with updates across coding, computer use and knowledge work.

    Announcement [6]

  6. Models

    Gemini 3.1 Pro preview

    Google began rolling out Gemini 3.1 Pro across developer, enterprise and consumer products.

    Announcement [7]

  7. Models

    GPT-5.4

    OpenAI released GPT-5.4 in ChatGPT, the API and Codex, combining reasoning, coding and computer-use capabilities.

    Announcement [8]

  8. Coding tools

    Composer 2

    Cursor released Composer 2, a model trained for coding tasks that can require hundreds of actions.

    Announcement [9]

  9. Agent tools

    Codex computer use and in-app browser

    OpenAI announced background computer use, an in-app browser and richer file previews in Codex. Availability varied by platform and region.

    Announcement [21]

  10. Artifacts

    Claude Design research preview

    Anthropic launched a tool for creating and refining prototypes, slides and other visual work.

    Announcement [10]

  11. Models

    GPT-5.5

    OpenAI began rolling out GPT-5.5 in ChatGPT and Codex; API availability followed on April 24.

    Announcement [11]

  12. Agent tools

    Claude for Small Business

    Anthropic announced connectors and ready-to-run workflows inside Cowork, with approvals before sending, posting or paying.

    Announcement [22]

  13. Artifacts

    Codex role plugins, Sites and annotations

    OpenAI announced role-specific plugins and annotations, plus a preview of hosted sites for business and enterprise teams.

    Announcement [12]

  14. Artifacts

    Claude Science

    Anthropic launched a scientific workbench with integrated tools and auditable artifacts.

    Announcement [14]

  15. Agent tools

    Grok Bot beta

    xAI launched always-on agents with their own cloud computer. The official product name is Grok Bot.

    Announcement [15]

  16. Models

    GPT-6 Astra

    OpenAI announced GPT-6 Astra for coding, research, computer use and multi-step work. The date is recorded in its ChatGPT release notes.

    Announcement [16] · Release-note date [28]

  17. Models

    Claude Opus 5.5

    Anthropic introduced the first model in its Claude 5.5 family.

    Announcement [17]

  18. Models

    Claude Sonnet 5.5

    Anthropic introduced Sonnet 5.5 as a faster, lower-cost complement to Opus 5.5.

    Announcement [18]

  19. Open standards

    Agent Skills donation to AAIF

    Anthropic announced the donation of the Agent Skills standard to the Agentic AI Foundation. The open standard itself dates to December 2025.

    Announcement [19]

  20. Models

    GPT-6.1 Terra

    OpenAI announced GPT-6.1 Terra for visual reasoning, computer use and writing, with rollout in Work and Codex recorded in its release notes.

    Announcement [20] · Release-note date [28]

OpenClaw’s own post is dated January 29; some coverage uses January 30. We use the primary post’s date and describe it as a rebrand and release, not a new project launch. Agent Skills began as an open standard in December 2025; the October 2026 entry is the donation announcement.

Technical reading and unresolved examples

cablate/claude-code-research [26] is an independent reverse-engineering and architecture-analysis repository, not an Anthropic release or an official open-source Claude Code distribution. It is optional technical reading, not a beginner setup step. We have not assumed this was the unnamed repository in the feedback.

"Jeff" and the unnamed reverse-engineering repository are not specific enough to identify reliably from the feedback. We have not assigned them launch dates or inserted them into the timeline. "Grokbot" is listed under the verified official name, Grok Bot.

Audience and speaker versions

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Sources

Primary announcements and documentation support the timeline and product examples. GitHub repositories describe their authors’ practices; they do not independently validate performance claims. Links were checked at publication, but third-party pages can change.

  1. Introducing OpenClaw - OpenClaw Blog
    https://openclaw.ai/blog/introducing-openclaw
  2. Introducing the Codex app | OpenAI
    https://openai.com/index/introducing-the-codex-app
  3. Introducing GPT-5.3-Codex | OpenAI
    https://openai.com/index/introducing-gpt-5-3-codex
  4. Claude Opus 4.6 \ Anthropic
    https://www.anthropic.com/news/claude-opus-4-6
  5. Introducing Sonnet 4.6 \ Anthropic
    https://www.anthropic.com/news/claude-sonnet-4-6
  6. Gemini 3.1 Pro: Announcing our latest Gemini AI model
    https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro
  7. Introducing GPT-5.4 | OpenAI
    https://openai.com/index/introducing-gpt-5-4
  8. Introducing Composer 2 · Cursor
    https://cursor.com/blog/composer-2
  9. Introducing Claude Design by Anthropic Labs \ Anthropic
    https://www.anthropic.com/news/claude-design-anthropic-labs
  10. Introducing GPT-5.5 | OpenAI
    https://openai.com/index/introducing-gpt-5-5
  11. Codex for every role, tool, and workflow | OpenAI
    https://openai.com/index/codex-for-every-role-tool-workflow
  12. Claude Science, an AI workbench for scientists \ Anthropic
    https://www.anthropic.com/news/claude-science-ai-workbench
  13. Introducing Grok Bot | SpaceXSI
    https://x.ai/news/introducing-grok-bot
  14. GPT-6 Astra: A new generation of intelligence | OpenAI
    https://openai.com/index/gpt-6-astra
  15. Introducing Claude Opus 5.5 \ Anthropic
    https://www.anthropic.com/news/claude-opus-5-5
  16. Introducing Claude Sonnet 5.5 \ Anthropic
    https://www.anthropic.com/news/claude-sonnet-5-5
  17. Donating Agent Skills to the Agentic AI Foundation \ Anthropic
    https://www.anthropic.com/news/donating-agent-skills-to-the-agentic-ai-foundation
  18. Introducing GPT-6.1 Terra | OpenAI
    https://openai.com/index/introducing-gpt-6-1-terra
  19. Codex for (almost) everything | OpenAI
    https://openai.com/index/codex-for-almost-everything
  20. Introducing Claude for Small Business \ Anthropic
    https://www.anthropic.com/news/claude-for-small-business
  21. GitHub - mattpocock/skills: Skills for Real Engineers. Straight from my .agents directory. · GitHub
    https://github.com/mattpocock/skills
  22. Matt Pocock
    https://www.mattpocock.com
  23. plugins/pstack at main · cursor/plugins · GitHub
    https://github.com/cursor/plugins/tree/main/pstack
  24. GitHub - cablate/claude-code-research: Independent research on Claude Code internals, Claude Agent SDK, and related tooling. · GitHub
    https://github.com/cablate/claude-code-research
  25. What are artifacts and how do I use them? | Claude Help Center
    https://support.claude.com/en/articles/9487310-what-are-artifacts-and-how-do-i-use-them
  26. ChatGPT release notes | OpenAI Help Center
    https://help.openai.com/en/articles/6825453-chatgpt-release-notes