Bi Bravo. I would not be surprised to see Loihi going commercial later this year. They are setting up sales and marketing already in preparation.Since yesterday's post I've been doing a bit more research into Loihi 3 and discovered a very long and detailed blog on Loihi 3 from someone called Dr Shayan Erfanian (see link below).
The profile material I found presents Dr Erfanian as a technology strategist and software/cybersecurity entrepreneur, not obviously a primary neuromorphic researcher ,which I think pushes the blog more toward forecasting rather than authoritative disclosure.
For what it's worth, Dr Erfanian says that we can expect to hear more about Loihi 3 at the Intel Developer Conference in Q2/3 2026.
In another expert he states "the 2-3 year horizon following Loihi 3's launch (2028-2029) will witness substantial industry restructuring as the energy efficiency benefits of neuromorphic computing become widely acknowledged and integrated."
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Dr Shayan Erfanian - Technology Mentor & Strategist
University professor and technology strategist. Teaching thousands of students and mentoring startup founders in AI, digital transformation, and business innovation.shayanerfanian.com
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All of these ruminations about the emergence of Loihi 3 would seem to align with Intel's job advertising published 16 days ago for an AI Software Architect Neuromorhpic Computing.
The job ad says "Now, we're entering an exciting new chapter: transforming these breakthroughs into real-world products that will power the coming era of physical AI systems beyond the reach of GPUs and mainstream AI accelerators." It also states a key responsibility is to "Integrate neuromorphic software into leading robotics, IoT, and sensing frameworks to enable broad ecosystem adoption."
Intel's Job Ad
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AI Software Architect – Neuromorphic Computing
Job Details: Job Description: For nearly a decade, Intel's Neuromorphic Computing Lab-together with a global ecosystem of 250+ research groups-has explored architectures, algorithms, and software inspired by the brain's extraordinary efficiency, scalability, and adaptability. Our Loihi series of...intel.wd1.myworkdayjobs.com
The other thing that struck me yesterday about Mike Davies LinkedIn Post 8 months ago on Loihi 3 was how similar it sounded to Akida 2 with regard to features such as LLM's (see below).
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I realise that the addressable market is big enough for more than 1 player, but Intel is a behemoth of a player and therefore a pretty significant threat.
I can’t deny feeling quite disappointed that what once looked like a meaningful lead has now narrowed.
In hindsight, relying solely on an IP-only strategy appears to have seriously limited commercial traction. The pivot to physical chips AKD1500 (and now AKD2500) feels, at least to me, like an acknowledgment that licensing alone wasn’t able to convert at the pace required.
Having said that, I can understand the appeal of the IP-only idea because it's capital-light (no wafer commitments, inventory risk, or hardware support burden). But in practice, IP-only seems to work best when there’s already a mature ecosystem, strong reference implementations and customers ready to integrate with confidence. Neuromorphic as a new and disruptive technology would make pure IP much harder to monetise.
The key question now isn’t whether the pivot was necessary but whether it was too late. The risk is that competitors with much deeper resources and broader ecosystems may be able to close the window further.
In the coming months I'll be keeping a very close eye on any primary sources from Intel announcing Loihi 3 specs.
That will be a signal to the market that neuromorphic is ready to blast off.
Engagements already mid cycle and beyond in our pipeline will be to far in to change horses.
We are expecting AKIDA2500 pilot and the 1500 chips around the same time.
We probably have around a 2 year lead all up.
Intel's biggest competitors eg, AMD, NVIDIA, ARM etc, etc will be more concerned than Brainchip. Intel will be able to use growing Neuromorphic demand to upsell to clients of their competitors, so I would expect a huge amount of interest in Brainchip as a potential acquisition.
It would be much easier for a big player wanting in the industry to hugely overpay for Brainchip than spend billions and 2 or 3 years years in development.