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Moonshots · 3 min · Nov 7, 2026

Frontier model releases could become continuous by early 2027

Alexander Wissner-Gross · Computer Scientist & Founder, Reified

Alexander Wissner-Gross predicts frontier models could shift from scheduled drops to continuous releases by early 2027.

In this episode

Full analysis
  1. 39:50AI researchers may already be driving AI researchPro pick 7 min
  2. 47:41Hard takeoff could bring breakthroughs and explainable modelsPro pick 7 min
  3. 1:18:21Compute access could become a barrier to new companies7 min
  4. 16:57Local governments can trade data-center access for public benefits3 min
  5. 25:22Power limits could leave 15 gigawatts of compute idle6 min
  6. 58:11Frontier model releases could become continuous by early 20273 min
  7. 1:10:38AI revenue does not capture the value of its compute6 min
  8. 1:28:25Physical controls can limit bio risk without regulating AI thoughts6 min
“but at some point, it's just going to be continuous release, and I would expect that to happen early 2027 or so.”
Alexander Wissner-Grossat 1:00:04 · Moonshots
1:00:04

Takeaways

  1. Alex expects model updates to move from weekly drops to continuous releases.
  2. Google's real-time search indexing is his analogy for the shift.
  3. Frequent releases could outpace users' ability to try each feature.

About this segment

Alexander Wissner-Gross predicts frontier models could shift from scheduled drops to continuous releases by early 2027. He compares the shift to Google moving from announced search-index updates to real-time indexing.

Alexander Wissner-Gross, Host

Computer Scientist & Founder, Reified

Has backed and advised 40+ tech companies, directly and through 021T Capital and Reified; writes The Innermost Loop.

  • Salim Ismail, Host · Founder, Open ExO

    Co-wrote Exponential Organizations; was Singularity University's founding executive director; sold Ångströ to Google.

  • Dave Blundin, Host · Founder & GP, Link Ventures

    Has co-founded 23 companies; founding CEO of Vestmark and chairman of insurance marketplace EverQuote.

From “Anthropic’s IPO in Question, Midterms Hit AI, Nasdaq Drops 5%, and RSI Accelerates | #309”, Nov 7, 2026. Watch the full episode

Answers “What will AI look like in the next few years?” See all 169 answers

Transcript

Transcribed by machine (Whisper) from the episode’s audio, so a word may be off here and there.

  1. 58:18

    this is going to happen very quickly. Could you put a date and a timestamp on when you think this is going to happen? Well, it depends on what we're talking about when you say this. I think we're already to the right of 50% of compute on margin being devoted to AI researchers. So what version of this would you like me to extrapolate? We have the models improving on a near real-time basis in a way that we can't assume, but there's radical outcomes and breakthroughs and artifacts dropping out of them at an incredible pace.

  2. 58:52

    How incredible is the pace? Because thus far, it sounds like we're already there. yeah i guess it's just a question of like talk call it hourly hourly the equivalent of hourly frontier model drops something like that yes because we've gone from years to months to weeks to you know we were talking about dropping a frontier model every day right yeah sometimes once you get to rsi the really interesting part is not the fact that you have rsi is, as you say, in Solve Everything.

  3. 59:22

    It's all the stuff you can now do with it to radically change legacy domains. Yeah, so maybe one way to construe the question is when do I think the frontier will basically be moving in real time versus once per month or once per week? And I think early 2027, we're not that far at this point. Do you remember when Google would very publicly announce, oh, we've expanded the search index. And it would be a very big deal when Google announced a new version of their search index. And eventually, the memory dims, but eventually Google stopped doing that.

  4. 1:00:00

    and simply started updating their search index in real time. Like, same thing here. We make a big deal out of every OpenAI and Anthropic major model release, but at some point, it's just going to be continuous release, and I would expect that to happen early 2027 or so. It's funny because the labs are still in this kind of release cycle where they say, hey, there's this great new GIF capability or this great new, and they expect people to have the time to actually even try it.

  5. 1:00:32

    But the rate of innovation is already beyond what most people can keep up with. So we have to actually kind of reinvent the rollout process, you know, because the new hit, you know, hey, iPhone 18 kind of hit is like so overwhelming now. And if you follow what Alex was just saying, if that release cycle comes down to something mind-blowing every, it wouldn't even have to be every week in order for it to be so overwhelming that you just can't even keep up. So the AI will just keep going. It'll go from week to day to hour to minute. So it's going to exist. But then what is the human experience in like absorbing these