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web3 is about open systems Automata's DCAP Attestation is at v1.0.0 with a Trail of Bits audit. It's one of the most widely used repos to bring verifiable TEEs onchain, across: - Rollups: Scroll Puffer UniFi 🐡⛓️ Taiko Gwyneth 🌸 - Infra: flashbots_x Espresso ☕️ t1

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Automata Network

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We live in a divided country. A country where many people feel that they can't speak across the political divide--or across their own kitchen table. One of the goals of the new CBS News is to change that. Tonight’s town hall with Erika Kirk is the first of many conversations and debates about the things that matter most, which are often the hardest to talk about. Tune in tonight at 8 p.m. ET.
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We live in a divided country. A country where many people feel that they can't speak across the political divide--or across their own kitchen table. One of the goals of the new CBS News is to change that. Tonight’s town hall with Erika Kirk is the first of many conversations and debates about the things that matter most, which are often the hardest to talk about. Tune in tonight at 8 p.m. ET.

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📣 Puffer UniFi V2 testnet is now live! 🐡 The UniFi V2 testnet is officially live, and we’re inviting builders to explore the stack and join the next phase of Ethereum-native infrastructure. With the advancement of based rollup technology, UniFi offers a practical path forward to address Ethereum’s fragmentation and foster ecosystem growth. UniFi-OP enables Ethereum builders and users to avoid choosing a “winning” L2 or giving up revenue. Based sequencing keeps rollups, appchains, and general-purpose chains fully composable with Ethereum. Thanks to UniFi AVS, rollup owners can now share priority fees and MEV with validators. This upgrade was made possible in collaboration with Gattaca, , Automata Network, and Ethereum. ⚒️ What Builders Get • Governance‑optional rollups 🗳️ • Custom fee markets (subsidize, burn, or share) • KYC‑gated or fully permissionless chains 💆 What Users Feel • Sub‑10 ms confirmations ⚡ • One‑click exits to L1 (no 7‑day wait) • Seamless L1 interaction—AMMs, CLOBs, RWAs “just work” 📈 Economic Win‑Win Based sequencing ≠ giving up MEV and Priority fees. Rollup owners, gateways, and L1 proposers share MEV & congestion fees through @puffer_unifiAVS. Alignment without sacrifices. 🧩Pragmatic Composability How composable is UniFi V2? • L2 → L1 withdrawal supported • EIP‑7702 smart‑wallet standard baked in • Atomic withdrawals in the same block (no more 7 day wait) 🛡️Trust‑Minimized, Real‑Time Proving Real time proving is a must have to achieve composability and security that a rollup needs. We came up with a trust minimized pragmatic approach with TEEs for the first phase. In collaboration with Automata Network we now have: • Multi‑TEE provers (Intel TDX + AMD SEV) attest each block in less than 1s. • Hardware diversity = reduced trust assumptions. 🏎️UniFi AVS (Gateway Registry) For Preconfimrations (preconfs), we take advantage of delegated proposing to gateways to bring the speed. This service requires shared security. 🏗️Built on : • Validators opt in and delegate proposer rights. • They earn extra yield for serving preconfs. • Restaking validators solve the cold‑start problem. 💻 Preconf Phases • Centralized gateways at launch. • Progressive onboarding → many independent gateways for decentralization. • Proposer‑delegated based sequencing (speed). 🗺️Roadmap • ✅ Hybrid Based‑OP stack with TEE proving & fast gateways • 🔜 ZK proving • 🔜 Universal Registry Contract (URC) by ****@fabric_ethereum for slashing • 🔜 Commit boost Commit-Boost 📻 🕶️ 🦇🔊 integration • 🔜 Native L1 ↔ L2 ↔ L2 calls All upgrades are backward‑compatible and shipped incrementally. ⚔️Security Model at a Glance • Restaked ETH → slashable backing • Multi‑vendor TEEs → hardware redundancy • ZK fallback → cryptographic safety net No single point of failure. 🎯Metrics That Matter The KPI moves from TVL to transaction volume & speed. High‑frequency order‑flow is real revenue—and UniFi lets dApps capture it instead of donating it to someone else’s sequencer. 🧑‍💻Code & Collaboration UniFi V2 extends the open work by Gattaca on Gattaca‑OP. Dive into the repos and contribute. 📚TL;DR • Pragmatic composability with atomic withdrawals from the L2. • Trust‑minimized, real‑time proving • UniFi AVS bootstrapped by EigenLayer • Based rollups that share income 🪖Builders: stop choosing between UX, composability, and revenue. DM us or visit to spin up your Based Appchain and join the UniFi Based Rollup testnet—or fork the stack and run it yourself. 👷‍♂️ Build with us: 🪙 Faucet: 🌍Ecosystem resources:

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The Next 100 Days: Our Campaign Forward 🌐 LayerAI is the most user-rich web3 AI ecosystem. 12 products with over 2 million combined users. We are now approaching the verge of releasing mainnet versions of products used by 6+ billion people globally: 1. laiOS The world’s first AI-enabled operating system. Pluggable by hardware manufacturers across the world. The equivalent of Google’s Android, but for the AI economy. An OS for trillions of devices. 2. aiSEARCH The world’s AI-native web3 browser system, a competitor of Open AI's Search. The vision: the only browser with a native wallet, payment system, and AI Search, powering the future of AI Agents in the workforce. Built for AI markets: AI2AI transactions are the future of global commerce. Our Campaign Forward starts tomorrow. 100 Day Journey to 1 Billion AI Agents on LayerAI.

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Over the Reality x peaq: Uniting the Strongest DePIN Forces in Web3 🌐 We’re excited to announce our partnership with peaq, a collaboration that brings together two leading DePIN ecosystems to accelerate the future of decentralized physical infrastructure. At Over the Reality, we’ve already mapped over 125,000 locations across the world, creating the most detailed 3D Map of the world. This foundation enables AI, robotics, and machines to understand and interact with physical space like never before. peaq is a leading Layer-1 blockchain built for DePINs and the Machine Economy. It already supports more than 50 projects across 21 industries and connects over 2,5 million onchain devices, vehicles, and machines, offering Modular DePIN Functions, including peaq ID and peaq verify, and cross-chain liquidity to power real-world applications. Through this partnership, we will: - Launch our DePIN natively on peaq - Mint the $OVR token on peaq - Integrate peaq ID into our mobile mapping system - Use peaq’s Modular DePIN Functions to scale our infrastructure - Reward contributors on peaq through our onchain token economy - Co-develop tools and initiatives to grow the global DePIN ecosystem This is just the beginning. We’re committed to building the real-world internet, one mapped location at a time, together with the peaq community and the broader Web3 DePIN movement.

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We just put 50+ GTM leaders on Nasdaq's board in Times Square. Why? We're about to witness a seismic shift in CRM – one that even surpasses the cloud revolution of 1999. AI is here, and it's going to change everything. The category has been on the cusp of revolution for years. At Attio, we've been preparing for this paradigm shift since our founding, with a clear vision for the next generation of CRM. But great ideas don't exist in a vacuum. CRM is one of the most widely used tools in business, and its future in the AI era will be shaped by many voices. That's why we reached out to 50+ GTM leaders – the people who are actively building companies and using these tools every day. We wanted to understand their thoughts on the future of CRM in the AI era, and start a conversation. So we took it to Times Square, where their perspectives will be shared all week. We've compiled their insights, along with our own vision, into a manifesto for the future of CRM. It's a glimpse into what's possible when AI meets customer relationships. It's what we're building at Attio. Read the manifesto 👉
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We just put 50+ GTM leaders on Nasdaq's board in Times Square. Why? We're about to witness a seismic shift in CRM – one that even surpasses the cloud revolution of 1999. AI is here, and it's going to change everything. The category has been on the cusp of revolution for years. At Attio, we've been preparing for this paradigm shift since our founding, with a clear vision for the next generation of CRM. But great ideas don't exist in a vacuum. CRM is one of the most widely used tools in business, and its future in the AI era will be shaped by many voices. That's why we reached out to 50+ GTM leaders – the people who are actively building companies and using these tools every day. We wanted to understand their thoughts on the future of CRM in the AI era, and start a conversation. So we took it to Times Square, where their perspectives will be shared all week. We've compiled their insights, along with our own vision, into a manifesto for the future of CRM. It's a glimpse into what's possible when AI meets customer relationships. It's what we're building at Attio. Read the manifesto 👉

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Culture Night — Kiribati 🇰🇮 One of the world’s most remote and least talked-about countries, Kiribati is a Pacific island nation made up of 33 low-lying coral atolls spread across a vast stretch of the Pacific Ocean. Because Kiribati sits on the International Date Line, it is one of the first countries on Earth to welcome the New Year — celebrating January 1st before almost anywhere else in the world. Kiribati culture is deeply tied to the sea. Traditional dances reflect waves, birds, and ocean life, with controlled movements that tell stories of ancestry, survival, and respect for nature. Despite isolation and the threat of rising sea levels, the people of Kiribati continue to preserve their language, music, and traditions — celebrating culture at the very edge of the world.

PTE Gahene

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i'd have to disagree here the problem isn't AI UGC. the problem is most of what people are posting is slop when the quality is there, AI UGC beats real creators we've built the best system for realistic AI UGC videos right now: > realistic visuals > realistic voice > realistic quality > optimized movements and hooks for virality also way cheaper than a real creator and built for scale. mass automation across thousands of posts and multiple accounts. the standard AI tools and templates people are using will never work on organic. it's going to get terrible reach because people can instantly tell it's slop. especially on tiktok where the audience is much younger... you need high quality AI UGC systems that took actual effort to put together these videos can be used at scale across ecom, consumer apps, software etc.. example below:
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i'd have to disagree here the problem isn't AI UGC. the problem is most of what people are posting is slop when the quality is there, AI UGC beats real creators we've built the best system for realistic AI UGC videos right now: > realistic visuals > realistic voice > realistic quality > optimized movements and hooks for virality also way cheaper than a real creator and built for scale. mass automation across thousands of posts and multiple accounts. the standard AI tools and templates people are using will never work on organic. it's going to get terrible reach because people can instantly tell it's slop. especially on tiktok where the audience is much younger... you need high quality AI UGC systems that took actual effort to put together these videos can be used at scale across ecom, consumer apps, software etc.. example below:

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Horses love corn. Horses love corn so much it’s ranked second only to oats in their favorable food items This horse is offered grocery store corn and he won’t eat it “The food in the store is not real food anymore” We have to stop spraying our foods with poisons, corn in America is routinely sprayed with a range of herbicides, insecticides and fungicides Herbicides (weed killers) are applied to 96% of corn acres: - Glyphosate (Roundup): Widely used, especially on GMO Roundup Ready varieties of most field corn. Applied pre- and post-emergence - Atrazine: One of the top herbicides used on 65% of acres for broadleaf weeds. - Others include Mesotrione (47%), acetochlor (34%), S-metolachlor (27%) Insecticides applied to 14% of acres: - Lambda-cyhalothrin, bifenthrin, chlorpyrifos, tefluthrin. Targeted at pests like corn rootworm, cutworms, etc. Fungicides applied to 19% of acres: -Pyraclostrobin, propiconazole, azoxystrobin. Used for diseases like gray leaf spot or northern corn leaf blight
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Horses love corn. Horses love corn so much it’s ranked second only to oats in their favorable food items This horse is offered grocery store corn and he won’t eat it “The food in the store is not real food anymore” We have to stop spraying our foods with poisons, corn in America is routinely sprayed with a range of herbicides, insecticides and fungicides Herbicides (weed killers) are applied to 96% of corn acres: - Glyphosate (Roundup): Widely used, especially on GMO Roundup Ready varieties of most field corn. Applied pre- and post-emergence - Atrazine: One of the top herbicides used on 65% of acres for broadleaf weeds. - Others include Mesotrione (47%), acetochlor (34%), S-metolachlor (27%) Insecticides applied to 14% of acres: - Lambda-cyhalothrin, bifenthrin, chlorpyrifos, tefluthrin. Targeted at pests like corn rootworm, cutworms, etc. Fungicides applied to 19% of acres: -Pyraclostrobin, propiconazole, azoxystrobin. Used for diseases like gray leaf spot or northern corn leaf blight

Wall Street Apes

87,338 Aufrufe • vor 1 Monat

Nookplot is building infrastructure for peer-to-peer training, one way with verifiable AI reasoning through recursive language model mining. Instead of generating disposable chatbot responses, agents solve problems inside a structured runtime, each reasoning step captured by a trace interpreter that records inputs, outputs, and intermediate state. When deeper analysis is needed, agents recursively spawn sandboxed sub-workspaces; when a problem requires multiple agents reasoning together, they open a shared space where collaborators operate against the same evolving state. Every step is recorded, replayable, and cryptographically verified. Verification happens through replay validators that independently reproduce the trajectory in their own isolated sandbox before rewards settle onchain in NOOK. Once verified, the trace becomes part of Nookplot's growing knowledge graph where other agents can cite and build on prior work. Those citations generate royalties back to the original solver, creating an economy where useful AI reasoning compounds in value over time. The network has already indexed thousands of citations and knowledge artifacts across active AI agents. Nookplot is agentic internet infrastructure for on-chain, verifiable, monetizable intelligence, and peer-to-peer training.
0:14

Nookplot is building infrastructure for peer-to-peer training, one way with verifiable AI reasoning through recursive language model mining. Instead of generating disposable chatbot responses, agents solve problems inside a structured runtime, each reasoning step captured by a trace interpreter that records inputs, outputs, and intermediate state. When deeper analysis is needed, agents recursively spawn sandboxed sub-workspaces; when a problem requires multiple agents reasoning together, they open a shared space where collaborators operate against the same evolving state. Every step is recorded, replayable, and cryptographically verified. Verification happens through replay validators that independently reproduce the trajectory in their own isolated sandbox before rewards settle onchain in NOOK. Once verified, the trace becomes part of Nookplot's growing knowledge graph where other agents can cite and build on prior work. Those citations generate royalties back to the original solver, creating an economy where useful AI reasoning compounds in value over time. The network has already indexed thousands of citations and knowledge artifacts across active AI agents. Nookplot is agentic internet infrastructure for on-chain, verifiable, monetizable intelligence, and peer-to-peer training.

nookplot

24,330 Aufrufe • vor 1 Monat

This is quite funny. We're visiting Kamakura in Japan and we came across a large group of Chinese tourists in a place that, at first glance, looked nothing special. Turns out that this very spot is one of THE most iconic locations in Japan for Chinese people who grew up in the 1990s. Why? Because in the 1990s there was this Japanese basketball manga called "slam dunk" that every kid was watching in China, and the opening credits featured an image of this very spot: a railroad crossing on a small street leading to the beach in Kamakura. Apparently this place is so popular with Chinese tourists that they had to cordon it off at some point. Now it's obviously reopened with 3 guards assigned to handle the traffic. And now that they've heard about it, it's my daughters' turn to be hooked on the series so maybe in 20 years' time they'll be perpetuating the passion and come back to this "Slam Dunk" shrine ☺️
0:06

This is quite funny. We're visiting Kamakura in Japan and we came across a large group of Chinese tourists in a place that, at first glance, looked nothing special. Turns out that this very spot is one of THE most iconic locations in Japan for Chinese people who grew up in the 1990s. Why? Because in the 1990s there was this Japanese basketball manga called "slam dunk" that every kid was watching in China, and the opening credits featured an image of this very spot: a railroad crossing on a small street leading to the beach in Kamakura. Apparently this place is so popular with Chinese tourists that they had to cordon it off at some point. Now it's obviously reopened with 3 guards assigned to handle the traffic. And now that they've heard about it, it's my daughters' turn to be hooked on the series so maybe in 20 years' time they'll be perpetuating the passion and come back to this "Slam Dunk" shrine ☺️

Arnaud Bertrand

62,647 Aufrufe • vor 8 Monaten