Jawad put a long-form stake in the ground on something most of Web3 is still underestimating:
Execution is no longer the bottleneck. Stateless intelligence is.
This thread breaks his article on why agents without memory hit a ceiling, why provenance matters, and why this shift is already playing out in real systems.
Most teams have the same problem: lots of info saved, none of it reusable at the moment it matters.
myNeutron turns sources into Seeds, groups them into Combined Context, and makes them queryable with citations, so your work doesn’t turn into an archive.
Most teams have the same problem: lots of info saved, none of it reusable at the moment it matters.
myNeutron turns sources into Seeds, groups them into Combined Context, and makes them queryable with citations, so your work doesn’t turn into an archive.
Weekly Recap: Context, Credibility, and Real Adoption
Apple’s AI Reset, and Why Constraints Matter Jawad explained why Apple’s AI reset changes accountability, but the deeper challenge is shipping products under constraints while the rest of the industry compounds through scale and iteration speed.
This week’s recap covers the real bottleneck: context resets and how Vanar’s stack (myNeutron + Kayon) is built to keep intelligence usable across sessions and tools.
This is Vanar under real load, creators using it in the wild.
This roundup captures how the community is describing the shift, myNeutron as a memory layer that doesn’t reset, and Vanar moving from infrastructure talk to daily product dependency.
Here’s what creators are saying: https://x.com/Vanarchain/status/2009994214806114696
Vanar at ADFW with Worldpay, discussing the future of money flows.
Learn more at: https://www.manilatimes.net/2025/12/24/tmt-newswire/globenewswire/vanar-and-worldpay-take-the-stage-at-abu-dhabi-finance-week-to-advance-agentic-payments/2249331
In 99Bitcoins' 2025 market review, Jawad Ashraf shares why fundamentals mattered more than narratives, and how RWAs accelerated institutional adoption.
Read it here: https://99bitcoins.com/news/crypto-market-2025-year-end-review/