> For the complete documentation index, see [llms.txt](https://unsloth.ai/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://unsloth.ai/docs/jp/burogu/ai-engineer-2026.md).

# Unsloth - AI Engineer World's Fair 2026

AI Engineer's Worlds Fair 2026 ワークショップのスライド。

こちらがPDF形式の112枚のスライドです:

{% file src="/files/cc396458b2cc822a6a7879510047c3cca7bb8b1b" %}

こちらがHQ PNG形式の112枚のスライドです（画像をクリックして拡大）:

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<div><figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2F6v8WcRdklPIE5wNIz5um%2FAI%20Engineer%20Worlds%20Fair%202026-041.png?alt=media&amp;token=680eac17-bdac-4650-ab7a-27ad0ce17b01" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FNpy6DAEeh2X2le34RWYP%2FAI%20Engineer%20Worlds%20Fair%202026-042.png?alt=media&amp;token=5f39afba-cee6-42b0-bee6-80130cc577e3" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FCmuGvvNBKSclgu9cUqvk%2FAI%20Engineer%20Worlds%20Fair%202026-043.png?alt=media&amp;token=283fac3c-0645-4861-90d3-4660649f2b21" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FjePUDEgqliSQtlSFsBgk%2FAI%20Engineer%20Worlds%20Fair%202026-044.png?alt=media&amp;token=b5d75242-2718-44fc-8994-77faefb88ca6" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Fj6DhztWaguwa2YzsXfnP%2FAI%20Engineer%20Worlds%20Fair%202026-045.png?alt=media&amp;token=f5b7f0a2-2c67-4082-a6b0-6bd05b98ed05" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FpusRsJgimhx16uWV9u8h%2FAI%20Engineer%20Worlds%20Fair%202026-046.png?alt=media&amp;token=17cca420-8117-4c8f-abf2-68403f4e38eb" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FVeoj6Hdw2xf0ahKtzoBv%2FAI%20Engineer%20Worlds%20Fair%202026-047.png?alt=media&amp;token=2a52aed9-66e3-4e10-9eb8-bda2d4b71550" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FHHkGoHl3HMhpVVCZt4iX%2FAI%20Engineer%20Worlds%20Fair%202026-048.png?alt=media&amp;token=732b0ae8-63a7-4e4b-a2f9-bd07f8fd2225" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FQG5duV4mtH0cFvsmLp8m%2FAI%20Engineer%20Worlds%20Fair%202026-049.png?alt=media&amp;token=2f3065b9-9454-4033-8fa0-4815e8955f1a" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FK0VAvy0I4opJkDcc6Nq3%2FAI%20Engineer%20Worlds%20Fair%202026-050.png?alt=media&amp;token=7150ac5b-dbd1-48d0-ba14-4531e5bfcc24" alt=""><figcaption></figcaption></figure></div>

<div><figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2F96szoFVNh12z3dopUOLa%2FAI%20Engineer%20Worlds%20Fair%202026-051.png?alt=media&amp;token=cdbd817c-720d-4815-8d3b-e30f1ba78788" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FI0kFUrtMUsx89bPy1yCM%2FAI%20Engineer%20Worlds%20Fair%202026-052.png?alt=media&amp;token=d944daeb-5b7d-46f8-9d78-bf50dad6ece3" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FQBTxIRVbYKq5zhPnOvaT%2FAI%20Engineer%20Worlds%20Fair%202026-053.png?alt=media&amp;token=b21ef297-6c4b-43e8-b48b-0f7bf4a94c56" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FiRjJUGKIwGAl4GqFyTcc%2FAI%20Engineer%20Worlds%20Fair%202026-054.png?alt=media&amp;token=1fbf86a6-67e1-47bf-9f80-d3d148f65815" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FWbHVzbdM8SYIkAzedYT2%2FAI%20Engineer%20Worlds%20Fair%202026-055.png?alt=media&amp;token=757bd5f8-8596-4cd5-b354-67a86f50afb6" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FoFn3RfRtAj0gHHvkHizC%2FAI%20Engineer%20Worlds%20Fair%202026-056.png?alt=media&amp;token=c0a2302e-f158-4d29-8545-5d8259fd2b1d" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FYs3Kiazrw3ZCx6wecVFq%2FAI%20Engineer%20Worlds%20Fair%202026-057.png?alt=media&amp;token=73924b1e-fabe-4d5d-9ae3-15f80f16a8bb" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FFtjJty9UycfhAcKHqdFs%2FAI%20Engineer%20Worlds%20Fair%202026-058.png?alt=media&amp;token=f5f49b5a-975e-41ab-9bf0-6d8a5622e7d8" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FFYETBPTOnnpbWow0t4t4%2FAI%20Engineer%20Worlds%20Fair%202026-059.png?alt=media&amp;token=9859b84b-def0-41a6-81f1-496fa885a85a" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Fc61FIiS12ABbQsOu3yWP%2FAI%20Engineer%20Worlds%20Fair%202026-060.png?alt=media&amp;token=25025d37-15d6-4ecf-bf61-51dde4527c78" alt=""><figcaption></figcaption></figure></div>

<div><figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FSLxW1R0WNG2hCmVCjlBx%2FAI%20Engineer%20Worlds%20Fair%202026-061.png?alt=media&amp;token=be780716-d3e1-4931-9f90-df4d4200b48a" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2F1EFbwv4XdF7rodeFObE8%2FAI%20Engineer%20Worlds%20Fair%202026-062.png?alt=media&amp;token=b175c00e-72f2-401a-8da0-9d624f4c565e" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FDafHpZcfEE93s3SmsOZI%2FAI%20Engineer%20Worlds%20Fair%202026-063.png?alt=media&amp;token=cd0df086-9d10-404d-987c-380ab5dd100c" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FMXCZHQaCyTCvl3o8o336%2FAI%20Engineer%20Worlds%20Fair%202026-064.png?alt=media&amp;token=a96f821f-b24c-4fa3-8fbe-dc8b0fd6e827" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FyjfPPyVauW9nt3262Jv7%2FAI%20Engineer%20Worlds%20Fair%202026-065.png?alt=media&amp;token=aab23e03-aed8-4b53-b081-68c89b949780" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Flf6BWdZOAKL2Av74qcrN%2FAI%20Engineer%20Worlds%20Fair%202026-066.png?alt=media&amp;token=6b46944d-6b7c-4f4e-a6b1-86094e650e19" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FlVBBpmtT9kMFLcKseVas%2FAI%20Engineer%20Worlds%20Fair%202026-067.png?alt=media&amp;token=103d7ab6-5c09-4c63-9f32-e0443d4192c2" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FzZ5NdBCfC2HVi66tAjxP%2FAI%20Engineer%20Worlds%20Fair%202026-068.png?alt=media&amp;token=92ed1ea9-2836-44cd-b621-66ea61ef2b29" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Fnad4ZE7BlgXo8Nd1SWNW%2FAI%20Engineer%20Worlds%20Fair%202026-069.png?alt=media&amp;token=1b96ca83-af34-4574-9bdb-72d077be6ae6" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FFCk71hjL3jHGAVF3hxoW%2FAI%20Engineer%20Worlds%20Fair%202026-070.png?alt=media&amp;token=f25e0bda-b92d-4ad0-8d3f-6221fc9907f4" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Frj7Odhb0PZKInBOA9UuD%2FAI%20Engineer%20Worlds%20Fair%202026-071.png?alt=media&amp;token=66c8520e-d046-42b6-90d6-42ad9b67fbc4" alt=""><figcaption></figcaption></figure></div>

<div><figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FE4bqEi3FyUL3K8YghDQQ%2FAI%20Engineer%20Worlds%20Fair%202026-072.png?alt=media&amp;token=a70ff0f4-d0ef-4f21-ba44-4ddc538e9076" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Fu3j771t1btkICaeJkPAP%2FAI%20Engineer%20Worlds%20Fair%202026-073.png?alt=media&amp;token=19513949-32b3-49f5-a79b-fd052a4cb358" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FmPKv1b9R6AeufFAZTQti%2FAI%20Engineer%20Worlds%20Fair%202026-074.png?alt=media&amp;token=af2d118a-31fa-4e60-87f4-a8ce80abe537" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FwGu0ZkfJvw3AfQZNXaal%2FAI%20Engineer%20Worlds%20Fair%202026-075.png?alt=media&amp;token=e7817f60-42ff-4cbb-a0a5-a490cbef7a47" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FfOLzEAVNZ80zIr0AzITQ%2FAI%20Engineer%20Worlds%20Fair%202026-076.png?alt=media&amp;token=d523765b-ac0d-45c2-a4ea-28e5f8140477" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Fu6J1DOFfkAlCoBgCSiTz%2FAI%20Engineer%20Worlds%20Fair%202026-077.png?alt=media&amp;token=ac088a47-c615-4e22-8fa3-1b5ef419d8d6" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FGBFOFP21Er9A1fYSV8Mq%2FAI%20Engineer%20Worlds%20Fair%202026-078.png?alt=media&amp;token=7e4b8862-5295-4a9d-aa00-d0a8b7b6a582" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Fgcu9q2IV8e2psIwVrRIm%2FAI%20Engineer%20Worlds%20Fair%202026-079.png?alt=media&amp;token=6e3e816b-1bef-42be-8d0f-8d8b6eed2457" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2F8MjwvCQj2JfT58bQvFJv%2FAI%20Engineer%20Worlds%20Fair%202026-080.png?alt=media&amp;token=3e063a63-fe7d-4399-b7a1-07ac6523339e" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FFikD4cXKY71QDBNsd19p%2FAI%20Engineer%20Worlds%20Fair%202026-081.png?alt=media&amp;token=bd63580d-35a0-438e-a5a3-975fd654423c" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FpDyekFTJOZw0xWcoAwBL%2FAI%20Engineer%20Worlds%20Fair%202026-082.png?alt=media&amp;token=c2dbdfd4-16fa-4919-aec0-bbd4cc8e3ee3" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FdTksnbOHrvzYbHWQ2f2V%2FAI%20Engineer%20Worlds%20Fair%202026-083.png?alt=media&amp;token=1687a6b4-9766-4f13-955b-7ac768e4ae92" alt=""><figcaption></figcaption></figure></div>

<div><figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FkZF481M06KMjYL97xa8B%2FAI%20Engineer%20Worlds%20Fair%202026-097.png?alt=media&amp;token=ec724cd5-7ced-46de-9d1c-2b2104c21f10" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2F2joLHFTHmONrzZ9qvFGV%2FAI%20Engineer%20Worlds%20Fair%202026-098.png?alt=media&amp;token=b385af32-5981-4515-adb3-99d346f57e16" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FBftoLn3XWTeUe8W95gd4%2FAI%20Engineer%20Worlds%20Fair%202026-099.png?alt=media&amp;token=3cba4312-19c6-4238-b2ba-6351ffa594e8" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FYFEGA4HAQClgaqAfLLzc%2FAI%20Engineer%20Worlds%20Fair%202026-100.png?alt=media&amp;token=9aa2b08b-2e4c-4728-bb5e-8d0a1936caf4" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FjsCwL8PdR5vUzU4aMpHZ%2FAI%20Engineer%20Worlds%20Fair%202026-101.png?alt=media&amp;token=eab8db68-d3d8-45e6-9e9a-888abbf04733" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FfHArCbPti0MDZvlgjBAG%2FAI%20Engineer%20Worlds%20Fair%202026-102.png?alt=media&amp;token=20e88394-6fd9-40ed-b3e4-4ab02451c2a3" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2Fv8a4QDuXmk3lEmMbJTFb%2FAI%20Engineer%20Worlds%20Fair%202026-103.png?alt=media&amp;token=63e7b489-c993-47f0-b27f-eb7b5cced46b" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FdTRCQfbr9ser6dYMjC0V%2FAI%20Engineer%20Worlds%20Fair%202026-104.png?alt=media&amp;token=0aad6622-8990-48df-bdac-1593aa0423c3" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FURXxJieYZSfpfkJDjUWQ%2FAI%20Engineer%20Worlds%20Fair%202026-105.png?alt=media&amp;token=1489bba2-b746-431f-b94e-035efef53091" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FolgMlxJRvPS9svn5o7z7%2FAI%20Engineer%20Worlds%20Fair%202026-106.png?alt=media&amp;token=56290014-a07d-42a7-9b7e-1f0abcfb748f" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FSeoZFZNfCAYJoB7mtFrn%2FAI%20Engineer%20Worlds%20Fair%202026-107.png?alt=media&amp;token=3e8b1c22-c613-4f02-9479-46ec55e809f2" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FccI61M0maOKQO1HIIktN%2FAI%20Engineer%20Worlds%20Fair%202026-108.png?alt=media&amp;token=c4ab7f8d-c512-41ca-8c59-26153e8ff453" alt=""><figcaption></figcaption></figure></div>

<div><figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FGrYPd7VvTj7HCE0H43Dl%2FAI%20Engineer%20Worlds%20Fair%202026-109.png?alt=media&amp;token=4d135a2e-8b5e-4868-b226-00cd8c7a03d3" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FKTmjTbLvQGKbGxECBZRK%2FAI%20Engineer%20Worlds%20Fair%202026-110.png?alt=media&amp;token=a88de76d-7eac-4837-bcf2-a8d5e45a8a05" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FiZNjINe38a5c33YH6Ccq%2FAI%20Engineer%20Worlds%20Fair%202026-111.png?alt=media&amp;token=b1424713-ce96-4653-9f39-199785dd8295" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FTG86xEbT3ZJmwMiKmJsH%2FAI%20Engineer%20Worlds%20Fair%202026-112.png?alt=media&amp;token=64651d58-a94c-43ae-b3be-cf4e9d33a6c6" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FrOX1qeegAelbqe1se25P%2FAI%20Engineer%20Worlds%20Fair%202026-113.png?alt=media&amp;token=21c0b1bf-2aa8-45eb-a976-a591294e638c" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FDoXe86070g5bohfsYFno%2FAI%20Engineer%20Worlds%20Fair%202026-114.png?alt=media&amp;token=64f36ba9-692b-4283-a953-71059fee73db" alt=""><figcaption></figcaption></figure> <figure><img src="https://735611837-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FxhOjnexMCB3dmuQFQ2Zq%2Fuploads%2FvghMUcXDjP7OvHr1Ivle%2FAI%20Engineer%20Worlds%20Fair%202026-115.png?alt=media&amp;token=d70060ae-75c6-402a-ba3a-f1b8fd736b51" alt=""><figcaption></figcaption></figure></div>

## 🎥 AIエンジニアの2025年3時間ワークショップ動画

{% embed url="<https://www.youtube.com/watch?v=OkEGJ5G3foU>" %}


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation by asking a question.

Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters:

```
GET https://unsloth.ai/docs/jp/burogu/ai-engineer-2026.md?ask=<question>&goal=<user_goal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
