Bitsplaining @bitsplaining
Engineering manager @turnkeyhq. Attorney. Believer in disintermediation, decentralization, & scaling Ethereum. Opinions are my own. ex @ConsenSys, ex @OPLabsPBC Los Angeles, CA Joined November 2009-
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RIP Canton
UBS and Nethermind have completed two joint proofs of concept showing that a public, permissionless network can support the compliance and operational needs of regulated financial institutions. The PoCs show that banks and asset managers can apply strong compliance controls
فريق Unsloth المرعب قاموا بخطوة جنونية وأخذوا العملاق الصيني GLM 5.2 وضغطوه بتقنية متطرفة جدا تسمى 1-bit وحولوه لصيغة GGUF الخفيفة المفاجأة؟ قاموا بتشغيله محلياً (Locally) بالكامل على جهاز Mac Studio وبدون أي اتصال بالإنترنت أو سيرفرات خارجية وبسرعة ممتازة بلغت 21 توكن في الثانية ولم يكتفوا بذلك بل وضعوا هذا الموديل المحلي المضغوط في مواجهة حية ومباشرة ضد أعتى وأقوى سيرفرات العالم المدفوعة والسحابية Claude 4.8 Opus و GPT-5.5 الصدمة التي أذهلت المطورين في الكومنتات هي أن الموديل المحلي وقف نداً لند أمام سيرفرات بمليارات الدولارات وقدم إجابات ذكية ودقيقة جدا تضاهي العمالقة الفائز الحقيقي اليوم ليس مجرد موديل بل هو مفهوم التشغيل المحلي؛ من الآن تصبح بياناتك آمنة 100% في جهازك وتكلفة فواتير الـ APIs الخاصة بك صفر دولار وبذكاء ينافس أقوى شركات أمريكا لا تنسوا الإعجاب والمشاركة ليصل المنشور لكل مهووس بالتقنية والذكاء الاصطناعي !
1-bit GLM-5.2 GGUF vs. Claude 4.8 Opus vs. GPT-5.5 We gave 3 models the same prompt and compared one-shot outputs. The 1-bit GLM-5.2 GGUF ran locally on a Mac Studio M3 Ultra with 256GB RAM at ~21.6 tok/s. Which output do you like best? GGUF: huggingface.co/unsloth/GLM-5.…
@ItsSnibby @turnkeyhq Yeah I think evals are still new and best practices are emerging. Not sure what you mean infra wise though, what are the challenges? Main issue I had is that evals spin up agents to use the skills so they are expensive to run. You can “dry run” them but then you miss a lot.
I spent a lot of time on evals for the @turnkeyhq skills, and even so I feel like there is so much more that can be done here! looking forward to watching this part of the space continue to grow and mature!
Woah
⚠️ Security Notice We have confirmed a compromise of Taiko’s chain state verification mechanism. As a result, the security assumptions of all bridges deployed on Taiko can no longer be relied upon. We are actively coordinating with the Security Council and ecosystem partners to
Update got a new policy around the same price as last year, different underwriter. Crazy how much money you leave on the table if you don’t pay close enough attention!
My homeowners insurance just increased by 107%! wth. Any web3 home insurance companies out there? What a racket
My homeowners insurance just increased by 107%! wth. Any web3 home insurance companies out there? What a racket
This is insane!
MidJourney just announced... a full body ultrasound! Yup... read on because it's as crazy as it sounds. "As powerful as MRI and as casual as a trip to the spa" They are calling it "the @midjourney scanner" Insane details: - First, the scale. The device uses 8,960
We’ve launched a resource hub for teams building on crypto infra — guides on agentic money movement, TEEs, policies and verifiability, reports on security, and interactive tools to find the right chain for your platform and managing compliance. Check it out: turnkey.com/guides-and-too…
Liftoff velocity. Turnkey is quietly powering the shift to stablecoins.
Honestly I think this is such a pivotal moment. Get the best machine you can. Run local models and learn how to train them too if you can.
What people are missing about the US government's AI regulation announcement: ID verification will now be forced on all accounts to prove citizenship. Frontier labs will take your data, and your sovereignty is officially dead. A permanent underclass division and a total
Learning Solana through @solanaturbine. The first wall wasn't understanding accounts or CPIs. It was reading the damn logs. Flat transaction logs work great for grep and CI pipelines. Not so much when you're debugging at 1am.
Give Turnkey Skills a try and let me know what you think!
Use Turnkey Skills to test and iterate without code. Set up your org, create wallets, and sign transactions — all by describing what you need. Skip the SDKs and get to a working prototype faster.
As machine-to-machine payments become a reality, secure, auditable, and policy-controlled wallet infrastructure is essential. We're excited to be part of the ecosystem powering @Mastercard's Agent Pay for Machines.
Most people still holding $eth are likely ready to go down with the ship; at least I am. Ethereum is a bastion of freedom and self-sovereignty in an increasingly controlled world. No amount of number go down could get me to sell. Even with most of my net worth in eth, I would hold it to literal zero. I would rather take a chance on eth and be wrong than give up hope on the most inspiring invention of my generation. Come zero or valhalla, I'll be here. Believe in somΞthing.
It has never been easier to build. I gave an LLM one prompt and built working mind-mapping software. That sounds insane, but this is the new reality. If you have an idea, you can speak it into existence. Now combine that with Ethereum. Anyone can build apps, smart contracts, financial products, games, tools, communities, and entire onchain businesses. And with Mythos coming, builders may soon be able to run high-quality security reviews on their own contracts and software before ever paying for a human audit. That changes everything. Lower build costs. Faster iteration. Better security. More experiments. We are about to see an explosion of new things being built on Ethereum.
This is fantastic! Can’t wait to try it
Frontier medical reasoning on your iPhone, with GPT-5.5, and zero identifiers ever leaving the device. OpenMed Agent reads your Apple Health, wearable trends, and any medical report you scan, redacts on-device, then asks GPT-5.5 via your own ChatGPT account. App Store next. 👇
Brother Odin 🥷🏽 @odin_free
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