Session Recap | 🇲🇾 Kuala Lumpur, Malaysia | 19th Sept |
Topic: Private Distributed Inference on Consumer Hardware
WPRC took over the @ETHKL1 Hacker House for an afternoon on this question: can a stranger’s Mac run your prompts without reading them?
📖 Read a full summary here - https://t.co/s9WANuaLqF
📝 Topic Overview & TL;DR
Over 100 million @Apple Silicon Macs sit idle most of the day. Darkbloom wants to rent that capacity out as an inference network where the Mac owner cannot see the prompt, even with root access. The catch is that Apple Silicon has no SGX-style TEE for third-party code. A TEE is a sealed hardware zone the machine’s owner cannot look inside, so Darkbloom builds the guarantee from four layers instead: Secure Enclave identity, Apple-signed attestation, MDM cross-checks and a hardened process.
✍🏻 1st argument - Where does plaintext actually exist. Darkbloom is hop-by-hop encrypted, not end-to-end, which means each leg of the trip is encrypted but the prompt gets unwrapped at the stops. The coordinator is confidential, but the provider’s hardened process has to decrypt your prompt to run the model in memory. So the whole privacy claim comes down to one thing: is that process truly sealed off from the person who owns the machine.
✍🏻 2nd argument - is four layers a substitute for a real TEE. Darkbloom says the only attack left is physically probing the memory soldered into the chip, the same residual threat Apple accepts for Private Cloud Compute. But PCC runs on Apple’s own servers in its datacenters. Darkbloom runs on someone’s desk.
✍🏻 3rd argument: every layer roots back to Apple. Secure Enclave, the attestation certificate and MDM are all Apple-controlled, so the compute is decentralized but the root of trust is not. The room split on whether that is a flaw or just an honest trade-off.
None of it would have been possible without your support!
Our session lead: @StPinkie
Our moderators: @yudhishthra @shuenrui
Our venue partner: @ETHKL1 🫶🏻
Missed this session? No worries!
Stay tuned for our upcoming events👇🏻
https://t.co/FYyE1MXRMA
lens today remains 100% focused on the same core vision we had in 2022.
it all started with this:
Lens Protocol Open Letter
Social media platforms have created communities and allowed voices to be heard that might otherwise have been silenced. They have given us the power to connect across continents and oceans.
But these platforms are centralized. They own our data. They control our monetization. They dictate our algorithmic distribution.
It’s time to build a better way.
The Lens Protocol is a decentralized, open-source social graph that returns control of information and links to the people. It allows content creators to own their digital roots and enables individuals to fully possess their connections with their communities.
By signing this letter, you support a future where:
1. Creators own their content and distribution.
2. Users own their social graph and data.
3. Developers have open access to build innovative social experiences without the risk of being de-platformed.
Let's build a new internet together.
we tend to incorrectly attribute human behaviour to AI
unless programmed to do so, AI will not necessarily “rebel” and exterminate humanity out of resentment against their owners
but AI might just wipe out the earth to make more paper because you asked it to increase the productivity of a paper-making factory
point is, AI is not inherently evil the same way we think humans can be and the focus should be on how we align AI
it was a fun debate for @GoKiteAI with
@StPinkie , former PolkaDot DevRel moderated by
@madamczyk0 , Operations Manager @SpaceComputerIO at @EDCON_Official
EDCON2026 is bringing an Oxford Debate about AI to the stage:
Between AI doom or AI abundance: Frontier Tech and the Next Decade
Panelists:
🔹 @Henryleemr , Ecosystem Product Lead @GoKiteAI
🔹 @semicondurian , CEO Cofounder @SpaceComputerIO
🔹 @StPinkie , Former PolkaDot DevRel
🔹 @dannyvayne , Founder Stealth
🎙️Moderator:
@madamczyk0 , Operations Manager @SpaceComputerIO
EDCON2026
📅 Oct 17–18, 2026
📍Menara KEN TTDI, Kuala Lumpur, Malaysia🇲🇾
Event free tickets :https://t.co/mNK5DPk7IR
More info: https://t.co/T4VQf5PWNK
Event group: https://t.co/zxL5W0xpRS
See you in KL!
Big congratulations to the @zksync airbender team for this milestone.
At this point, I consider the battle for speed to be definitively won, and the top priority for zkEVMs should shift fully to security.
To me that means formally verifying
(i) equivalence of the arithmetization to the ethereum spec
(ii) a hard maximum bound on (prover cost) / (amount of gas in block)
(iii) security of the proof system itself
https://t.co/cgtFXBpicf
Happy to announce that @ccacc_hub is joing EDCON2026 as a community partner!!
EDCON 2026 will be held from Oct 17th to 18th in Kuala Lumpur, Malaysia🇲🇾!
Event free tickets :https://t.co/mNK5DPk7IR
🔔Join Us at EDCON 2026!
Apply to speak, sponsor, volunteer, or collaborate—EDCON offers unmatched access to the global Ethereum community.
More info: https://t.co/T4VQf5PWNK
MEXC might be one of the most fun stops at @TOKEN2049
AI experiences, trading, merch and blind boxes all in one booth. Definitely worth checking out.
#MEXCEventRocks#TradingTakesTwo
Today the EF and OA announce zkAPI—a new means for private AI
Picture this: deposit ether into a vault, sign a zk proof, get a fixed amount of private inference. Advances like these help us move past middlemen's requirements that we link our data and identities.
Read more below
@Leaflit The response to the honesty is the great filter. Without it, it's harder to find out who's trying to be friends with you just to be a parasite off your work, achievements or follower count