Proof‑based Protocols and Diversity Essential for Long‑term Security
This is the kind of attack that many people in blockchain security had long expected. This is why proof based protocols, multiple, operator diversity etc matter. The challenge with security is that it’s a super long game and it’s hard to convince the market that exploits that haven’t happened yet are real.
DeFi Lending’s Trust in Custodians Fuels Systemic Risk
The Defi lending protocols(and lenders) rejecting cryptographic proof and relying on RPCs, custodian wrapped assets, small quorums is a big part of how we got here.
Simulation-Enabled AI Powers Next-Gen Agentic Wallets
Having simulation tools built into AI layer is absolutely the key thing for agentic wallets I think Aomi cracked it
AI Wallets Will Replace DeFi Vaults Within Six Months
My take is vaults get entirely replaced by wallet that enable controlled to Ai agents within 6 months. There is a zero reason to aggregate capital under a manager now. You can provide risk and modeling endpoints that agents buy intelligence...
Agents Will Drive ZKP Adoption for Computational Claims
I expect that a big user of ZKP proofs is going to be agents making claims about computations to each other
Global Lottery Could Sustain Long-Term Ethereum Development
It’s really unfortunate that RANDDAO didn’t work. I think a provably fair global lottery would be a great way of funding Eth development long term

Open‑Source LLM Terminal Replaces Warp, Superset, Ghostty
In the last 24 hours, I built a LLM coding terminal manager that's good enough to replace warp/superset/ghostty as a daily driver. It's got a bunch of half implemented features like Sprites integration, Dev containers for sandboxing, a Claude Code plugin...
ICS‑20 Wrapped Tokens Unlikely Long‑Term IBC Solution
I really wonder if ICS-20 will ultimately not be the long term place where IBC succeeds. ICS-20 (wrapped tokens) is a weird standard. Cause you can do trading with cross chain intents and financial institutions probably aren’t going to want or need...
Specialized Compute Models Offer Cheaper Attention in LLMs
This is kind of insane LLM research. It postulates a world of specialized compute models with cheaper attention embedded with an LLMs weights.
Cosmos Hub Must Host On‑Chain Liquidity, Not Osmosis
Some takes: Cosmos needs to have onchain liquidity for its core assets or IBC is dead. The Hub needs to play a central role in the onchain liquidity. TVL narrowly matters on Osmosis. Probably only for BTC, stables, and related assets. But...
Formal Verification and AI Agents Uncover Many Bugs
I have one of my Claudes using Quint by @informalinc to validate the design and implementation of https://t.co/M7sTWFDySv and it's going great. Finding tons of bugs . Formal verification and AI agents really go well together.
Zcash Remains Unrivaled in Shielded, Scalable, Post‑Quantum Bitcoin
Why would ZSA’s compete favorably with solutions from Aleo, Aztec , Payy, Fairblock , Arcium that have richer solutions to the same problem domain? As shielded , scalable, post quantum Bitcoin, Zcash has no credible competitors.
Ledger Should Upgrade to Newer Secure Enclave
I would be really nice if Ledger would make a device with a newer Secure Enclave
Noble Shifts Toward Tempo‑style IBC for Stablecoin Synergy
Everyone has been asking “What does Noble leaving Cosmos mean?” It just means that Noble is becoming more like Tempo with an IBC flavor than the Cosmos SDK chain. This is a path towards improved CCTP support , better commonality with other...
Helius Showcases Solana Features, Jumpstarting New Apps
By exposing the unique features possible on Solana , Helius bootstrapped applications that used them. Lesson in this