aicouncil.com

Past AI Council content is available directly on aicouncil.com through two entry points: a Watch 2026 link and a See 2026 Talks link. The site also includes a 2026 Gallery showing what the event looked like on the floor. If you are deciding whether the 2027 conference (March 23–24, Palace Hotel, San Francisco) is worth attending, these recordings are the fastest way to judge the technical depth and format for yourself.

Where the past content lives

The site surfaces 2026 material in three places:

Both the Watch and See Talks links are on the main page, so you do not need an account or a separate portal to reach them as far as the site indicates. Pricing or access restrictions for this content are not stated in the available page material.

What you can actually watch

The 2026 talk library includes full sessions, not just trailers. Two examples named on the site:

• "Born Different: How AI Natives Build Startups" — a candid discussion with AI-native founders about how they use AI across workflows, code, and ops, and how that changes team shape and size. The framing: the startup playbook held for 20 years and then stopped.
• "The World Is Not Enough: RL's Environment Problem" — a panel on the bottleneck researchers hit after compute: access to high-quality environments for post-training agents, and how much of the needed data exists only in human experts' heads.

These two titles are a useful sample of the range: one founder/operator-oriented, one deep research-oriented. That mix is consistent with the site's stated positioning — a technical conference for engineers, researchers, and founders "actually building with AI," with practitioner-led talks.

How to use this to judge 2027

1. Open the See 2026 Talks link from the homepage.
2. Pick one talk close to your own work (startup-building vs. RL/agents) and watch the first 10–15 minutes.
3. Check whether the speakers are presenting their own systems and tradeoffs, or speaking at a general level — the site's claim is that "architects of AI share what actually works."
4. Skim the 2026 Gallery to gauge event size and setting.
5. Compare the 2026 speaker list against your interests. Past speakers named on the site include Hannes Mühleisen (Co-Founder & CEO, DuckDB Labs), Diogo Almeida (Co-Inventor of ChatGPT; Co-founder, TypeSafe AI), Nikhil Benesch (CTO, turbopuffer), Paige Bailey (Google), Brie Wolfson (Positive Sum / Colossus), and Thais Castello Branco (Taste).

Common snags

• 2027 talks are not posted yet. The site says "2027 speakers coming soon," so all watchable content currently reflects 2026. Use it as a proxy, not a preview.
• Speaker applications are separate. Early speaker applications are open via an "Apply to Speak" link, but that is unrelated to watching past content.
• Sponsor and attendee paths are distinct. A "Sponsor Application" link exists for companies; it does not gate the talk library based on the available page evidence.

If the 2026 recordings match the depth you need, the 2027 dates to hold are March 23–24, 2027, at the Palace Hotel in San Francisco.

AI Council 2027 has opened early speaker applications, and the entry point is the "Apply to Speak" link on aicouncil.com. The conference runs March 23–24, 2027 at the Palace Hotel in San Francisco, and it positions itself as a technical event for engineers, researchers, and founders "actually building with AI." If your work involves shipping AI systems rather than commenting on them from a distance, you fit the stated audience. The 2027 speaker lineup has not been announced yet — the site says "2027 speakers coming soon" — so applying now means entering an open pool rather than responding to a published agenda.

What the conference is looking for

The site's own framing is the clearest guide to what a successful application should demonstrate:

• Practitioner-led talks. The tagline is "AI Conference for Humans Who Ship," and sessions are described as practitioner-led. A talk about a system you built and the tradeoffs you hit will land better than a survey of the field.
• Technical depth. The event calls itself "the technical AI conference" and says "the most technical minds speak at AI Council." Past session titles point the same direction — for example, "The World Is Not Enough: RL's Environment Problem," a panel on the bottleneck of high-quality post-training environments for agents.
• Architecture and tooling. 2026 talks are described as "deep dives into the architectures and tools that defined the year," so expect infrastructure, model systems, and developer tooling to be core subject matter.

Who has spoken before

Past speakers give a concrete sense of the bar. The published list includes:

The pattern: people who built or run real AI infrastructure, products, or companies — not primarily professional conference speakers. If your background looks like this list, the application is aimed at you.

How to apply

1. Go to aicouncil.com and find the "Apply to Speak" link. It sits in the speakers section, next to "See all speakers."
2. Submit through that form while early applications are open. The site states early speaker applications are "now open," which suggests timing matters — earlier submissions are reviewed before the 2027 slate is finalized.
3. Expect to describe your talk, not just your title. Given the practitioner framing, be ready to state what you built, what you learned, and what an audience of engineers and founders would take away.

The site does not publish a submission deadline, talk-length limits, or selection criteria beyond the practitioner framing, so treat those as unknown until the organizers publish more.

What to check before you apply

• Is your topic about something you shipped? The conference's whole pitch is "what actually works." A postmortem on a production system, a scaling problem you solved, or a tool you built fits. A general trends talk does not.
• Will the audience be able to act on it? The audience is engineers, researchers, and founders building with AI. Assume they know the basics and want the specifics — numbers, architectures, failure modes.
• Do you have a 2026 talk to reference? The site links to 2026 talks ("See 2026 talks") and a 2026 gallery. Watching one or two is the fastest way to calibrate tone and depth before writing your proposal.

Sponsorship is a separate track

If your goal is visibility for a company rather than a speaking slot, the site has a distinct "Sponsor Application" link, and past sponsors are described as "leaders in AI infrastructure." That is a different process from applying to speak, so use the correct form.

Common sticking points

• No published deadline. "Early applications are now open" is the only timing signal. Applying sooner avoids competing against a fuller slate later.
• No 2027 lineup yet. You cannot tailor a proposal to a theme the organizers have already set, because none is public. Anchor your proposal in your own work instead.
• No stated fee or compensation details. The site does not mention speaker terms, so do not assume anything about travel, honoraria, or ticket access — ask the organizers directly if that affects your decision.

AI Council 2027 is a technical AI conference for engineers, researchers, and founders who are actively building with AI. It is scheduled for March 23–24, 2027, at the Palace Hotel in San Francisco. The event positions itself around practitioner-led talks—"for humans who ship AI"—rather than general industry keynotes, so it is most useful if you want implementation-level detail from people working on AI infrastructure and products.

Who it's for

The stated audience is people building with AI in a hands-on capacity:

• Engineers working on AI systems, infrastructure, or applications
• Researchers dealing with training, post-training, and agent environments
• Founders building AI-native startups or products

If your interest is high-level market commentary or vendor sales pitches, this is a different kind of event. The framing is technical and practice-oriented.

When and where

What the program looks like

The conference emphasizes sessions about architectures and tools. Based on the 2026 program, topics included:

• AI-native startup building — how smaller teams use AI across workflows, code, and operations ("Born Different: How AI Natives Build Startups")
• Reinforcement learning environments — the bottleneck of accessing high-quality environments for post-training agents, and how expert knowledge gets curated into usable data ("The World Is Not Enough: RL's Environment Problem")

Past speakers listed include Hannes Mühleisen (Co-Founder & CEO, DuckDB Labs), Diogo Almeida (Co-Inventor of ChatGPT; Co-founder, TypeSafe AI), Nikhil Benesch (CTO, turbopuffer), Paige Bailey (Google), and others. This gives a sense of the technical seniority the event aims for.

Practical notes

• Speaker applications for 2027 were open at the time of the source page, with the 2027 speaker list still to be announced.
• Sponsorship is handled through a separate sponsor application; past sponsors are described as leaders in AI infrastructure.
• 2026 talks are available to watch, which is the best way to judge whether the content level matches your needs before committing to 2027.
• The source page does not list ticket prices, registration deadlines, or login requirements, so check the site directly for those details.

How to decide

If you want conference content aimed at people implementing AI systems—not just discussing them—and you can be in San Francisco on March 23–24, 2027, this is worth tracking. Start by watching a 2026 talk or two; if the depth matches your work, follow the site for 2027 registration and speaker announcements.

AI Council 2027 is positioned as a technical, practitioner-led conference — the site describes it as "the technical AI conference for engineers, researchers, and founders actually building with AI," with "architects of AI shar[ing] what actually works." If you're looking for hands-on engineering content about AI infrastructure, architectures, and tools rather than broad industry trend keynotes, the talk lineup is aimed at you. The event runs March 23–24, 2027, at the Palace Hotel in San Francisco.

The stated focus: shipping, not theorizing

The conference's own framing is the clearest signal of its topic direction:

• "AI Conference for Humans Who Ship" — the emphasis is on people building and deploying, not just researching.
• "Meet the top AI infrastructure minds where architects of AI share what actually works."
• Sessions are described as "high-impact" deep dives into "the architectures and tools that defined the year."

So the center of gravity is applied engineering: what teams built, which tools and architectures they chose, and what held up in practice.

Topics visible from the 2026 program

The site points to 2026 talks as a preview of the content style. Two examples are named directly:

These two illustrate the range: one is about operating an AI-first company, the other is a deep technical panel on RL environments for agent post-training. Both are framed around concrete problems builders hit, not abstract forecasts.

Who the speakers are

The speaker list reinforces the infrastructure-and-systems angle. Named past speakers include:

• Hannes Mühleisen — Co-Founder & CEO, DuckDB Labs
• Diogo Almeida — Co-Inventor of ChatGPT & Co-founder, TypeSafe AI
• Brie Wolfson — CMO & Storyteller, Positive Sum / Colossus
• Nikhil Benesch — CTO, turbopuffer
• Paige Bailey — AI Developer Experience Engineer, Google
• Thais Castello Branco — Founder & CEO, Taste

The mix skews toward people who build data systems, developer tooling, and AI products — consistent with a conference organized around engineering practice.

Is this the right fit for you?

• Good match if you work on AI infrastructure, data systems, agents, or developer tooling, and you want talks about architectures, environments, and tooling choices from people who ship them.
• Weaker match if you're mainly after high-level market trends, policy, or introductory AI overviews — the stated emphasis is technical and practitioner-led.

Practical notes

• Dates and location: March 23–24, 2027, Palace Hotel, San Francisco.
• Speaker applications: Early speaker applications are open, with 2027 speakers to be announced.
• Sponsorship: A sponsor application is available on the site.
• 2026 talks: Recordings from the 2026 event are referenced on the site ("See 2026 talks"), which is the best way to judge the actual depth and style before committing.

The site does not list ticket prices, registration deadlines, or attendance requirements, so check the official page for those details before planning.

AI Council 2027 accepts sponsorship inquiries through a Sponsor Application on the official site (aicouncil.com). There is no published rate card, tier list, or benefits table — the site only confirms that an application path exists and that past sponsors are described as "leaders in AI infrastructure." If you need confirmed pricing, booth dimensions, or audience numbers before committing budget, you will have to get those from the organizers directly; the public page does not provide them.

What the site actually confirms

Note that the speaker and sponsor paths are distinct. Applying to speak does not route you into sponsorship, and vice versa.

Why this audience is the relevant filter

The value question for any sponsorship is whether the room matches your buyer. AI Council's stated positioning is practitioner-led: talks aimed at people shipping AI systems, not general AI-curious attendees. The 2026 speaker list supports that read — it includes Hannes Mühleisen (DuckDB Labs), Nikhil Benesch (turbopuffer), Diogo Almeida (co-inventor of ChatGPT, TypeSafe AI), and Paige Bailey (Google), plus founders and a CMO. Session titles from 2026 include "Born Different: How AI Natives Build Startups" and "The World Is Not Enough: RL's Environment Problem."

That mix points to a sponsor fit in a few specific cases:

• Infrastructure and tooling vendors — databases, vector stores, inference, observability, eval, and agent infrastructure. This is the category the site itself foregrounds.
• Developer-facing platforms trying to reach engineers and technical founders rather than procurement or marketing buyers.
• Recruiting-adjacent brands, since the audience skews toward senior practitioners and founders.

It is a weaker fit if your goal is broad brand awareness with non-technical decision-makers, or if you need a large-volume lead list — the event is a two-day single-track-style technical conference at a hotel, not a large expo.

How to apply

1. Go to aicouncil.com and locate the Sponsor Application link.
2. Submit the application with your company details and what you are looking to get out of sponsoring.
3. Expect the organizers to follow up with the actual package options, since none are published.
4. If you also want a speaking slot, submit the separate Apply to Speak form — early speaker applications were open at the time of writing, with 2027 speakers still to be announced.

What to ask the organizers before signing

Because the site publishes no sponsorship terms, treat the application as the start of a sales conversation and get these in writing:

• Exact deliverables: booth or table space, talk or panel slot, logo placement, attendee list access, session recordings.
• Audience size and composition: registered vs. actual attendance, and the ratio of engineers/researchers/founders to vendors.
• Pricing and payment terms, including whether there are tiered packages.
• Deadlines for assets and for confirming the slot.
• Whether a 2026 recording or recap is available so you can judge production quality and session format before committing.

Common pitfalls

• Assuming sponsorship includes a talk. The site treats speaker applications and sponsor applications as separate processes; confirm whether your package includes stage time.
• Budgeting from the 2026 event. Dates and venue for 2027 are confirmed, but sponsorship terms for 2027 are not published, so prior-year assumptions may not hold.
• Skipping the audience-fit check. If your product sells to non-technical buyers, the practitioner focus here works against you regardless of package size.

The practical decision rule: if you sell AI infrastructure or developer tooling and want direct exposure to engineers and technical founders in San Francisco, the application is worth submitting to get real terms. If you need published pricing and guaranteed audience metrics before engaging, this event will not give you that up front.