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The Bees get brought out | Release Models/Map Yinyama3D🔞 Commissions Closed(1/1) Audio LewdHeart HARULUNA | Voice Actress | COMM OPEN HentAudio 🇺🇦 🟢COMMS OPEN🟢 (SFX pack) OpenNSFW (SFX pack) Use code "MarcoV10" at checkout for 10% off! over on ➡ ⬅

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MarcoV4🔞 🔜 AnimeNYC

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26,870 Aufrufe • vor 2 Monaten •via X (Twitter)

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Santiago

48,443 Aufrufe • vor 6 Monaten

"จริงๆ แล้วเราก็แค่ เกิดมาเพื่อใช้ชีวิต และแก่นของมันคือการออกไปค้นหา และเติมเต็มสิ่งใหม่ๆ ให้ตัวเอง" — มาย ภาคภูมิ ให้ Photobook "My Life" เล่มนี้ เป็นสิ่งใหม่ที่เข้ามาเติมเต็มความสุข และรอยยิ้มให้กับชีวิตคุณ 💚📸 ห้ามพลาดเด็ดขาด! นอกจากแฟชั่นเซ็ตสุดเอ็กซ์คลูซีฟ และ QR Code สแกนดูเบื้องหลังสุดน่ารักแล้ว 🥰 ทุกเล่มที่สั่งซื้อวันนี้ยังมีสิทธิ์ลุ้นไปเจอกับมายตัวจริงในงาน เปิดตัว "My Life Mile Phakphum" วันที่ 30 กรกฎาคมนี้ ที่สามย่านมิตรทาวน์ โอกาสดีๆแบบนี้ รีบกดพรีด่วนเลย! "My Life" ฉบับที่สมบูรณ์แบบที่สุด ✨ OPEN PRE-ORDER NOW! ✨ ลุ้นเป็น 1 ในผู้โชคดีที่จะได้ร่วมสร้างความทรงจำร่วมกัน 🎁 ทุกออเดอร์รับเลย: โปสเตอร์ขนาด A3 1 ใบ ต่อ 1 เล่ม 🟢 LUCKY FAN 10 คน: ถ่ายรูป 1:1 กับมาย พร้อมรับลายเซ็นสด (Fan Sign) บน Photobook และร่วมชมรายการ MY LIFE มาย ภาคภูมิ ในโรงภาพยนตร์ HOUSE ร่วมกัน 🟢 LUCKY FAN 80 คน: รับลายเซ็นสด (Fan Sign) บน Photobook และร่วมชมรายการ MY LIFE มาย ภาคภูมิ ในโรงภาพยนตร์ HOUSE ร่วมกัน 🛒 คลิกสั่งซื้อตอนนี้ที่ 👉 (หมดเขตวันนี้ 15 ก.ค. 2569) 🔔 รายละเอียดเงื่อนไขกิจกรรม Lucky Fan 📥 ปิดลงทะเบียนกิจกรรมลุ้นรับสิทธิ์: วันที่ 16 กรกฎาคม เวลา 23.59 น. 📢 ประกาศรายชื่อผู้โชคดี: วันศุกร์ที่ 17 กรกฎาคม เวลา 17.00 น. เป็นต้นไป ทาง Facebook Page: ร้านนายอินทร์ และ X: NaiinFanclub ✅ การยืนยันสิทธิ์: ผู้โชคดีต้องยืนยันสิทธิ์ภายในวันที่ 21 กรกฎาคม เวลา 12.00 น. หากไม่ยืนยันสิทธิ์ในเวลาที่กำหนด จะถือว่าท่านได้สละสิทธิ์ ---------------------------------------------- “In the end, we’re simply born to live. The heart of life is to keep exploring and finding new things that fulfill us.” — Mile Phakphum Let “MY LIFE” photobook be something new that brings happiness and smiles into your life. 💚📸 Don’t miss out! Along with an exclusive fashion photoshoot and a secret QR code unlocking Mile’s cutest behind-the-scenes moments 🥰, every pre-order placed today gives you the chance to meet Mile in person at the MY LIFE: Mile Phakphum launch event on July 30 at Samyan Mitrtown. A special opportunity like this doesn’t come around often. Pre-order yours today! The most complete edition of MY LIFE. ✨ OPEN FOR PRE-ORDER NOW ✨ Stand a chance to become one of our lucky fans and create unforgettable memories together. 🎁 Every order includes: 1 Exclusive A3 Poster (1 per photobook) 🟢 10 LUCKY FANS will receive a 1:1 photo with Mile, a personally signed photobook (Fan Sign), and an invitation to watch MY LIFE: Mile Phakphum together at HOUSE Cinema. 🟢 80 LUCKY FANS will receive a personally signed photobook (Fan Sign) and an invitation to watch MY LIFE: Mile Phakphum together at HOUSE Cinema. 🛒 Pre-order now at 👉 (Pre-orders close today, July 15, 2026.) 🔔 Lucky Fan Activity Details 📥 Registration closes on July 16 at 11:59 PM. 📢 Winners will be announced on Friday, July 17, from 5:00 PM onwards via the Naiin Facebook Page: ร้านนายอินทร์ and X: NaiinFanclub. ✅ Winners must confirm their prize by 12:00 PM on July 21. Failure to confirm within the specified period will be considered a forfeiture of the prize. #MilePhakphum #MyLifexMilePhakphum #Naiin #AMARINTVHD34 mile phakphum BeOnCloud
1:04

"จริงๆ แล้วเราก็แค่ เกิดมาเพื่อใช้ชีวิต และแก่นของมันคือการออกไปค้นหา และเติมเต็มสิ่งใหม่ๆ ให้ตัวเอง" — มาย ภาคภูมิ ให้ Photobook "My Life" เล่มนี้ เป็นสิ่งใหม่ที่เข้ามาเติมเต็มความสุข และรอยยิ้มให้กับชีวิตคุณ 💚📸 ห้ามพลาดเด็ดขาด! นอกจากแฟชั่นเซ็ตสุดเอ็กซ์คลูซีฟ และ QR Code สแกนดูเบื้องหลังสุดน่ารักแล้ว 🥰 ทุกเล่มที่สั่งซื้อวันนี้ยังมีสิทธิ์ลุ้นไปเจอกับมายตัวจริงในงาน เปิดตัว "My Life Mile Phakphum" วันที่ 30 กรกฎาคมนี้ ที่สามย่านมิตรทาวน์ โอกาสดีๆแบบนี้ รีบกดพรีด่วนเลย! "My Life" ฉบับที่สมบูรณ์แบบที่สุด ✨ OPEN PRE-ORDER NOW! ✨ ลุ้นเป็น 1 ในผู้โชคดีที่จะได้ร่วมสร้างความทรงจำร่วมกัน 🎁 ทุกออเดอร์รับเลย: โปสเตอร์ขนาด A3 1 ใบ ต่อ 1 เล่ม 🟢 LUCKY FAN 10 คน: ถ่ายรูป 1:1 กับมาย พร้อมรับลายเซ็นสด (Fan Sign) บน Photobook และร่วมชมรายการ MY LIFE มาย ภาคภูมิ ในโรงภาพยนตร์ HOUSE ร่วมกัน 🟢 LUCKY FAN 80 คน: รับลายเซ็นสด (Fan Sign) บน Photobook และร่วมชมรายการ MY LIFE มาย ภาคภูมิ ในโรงภาพยนตร์ HOUSE ร่วมกัน 🛒 คลิกสั่งซื้อตอนนี้ที่ 👉 (หมดเขตวันนี้ 15 ก.ค. 2569) 🔔 รายละเอียดเงื่อนไขกิจกรรม Lucky Fan 📥 ปิดลงทะเบียนกิจกรรมลุ้นรับสิทธิ์: วันที่ 16 กรกฎาคม เวลา 23.59 น. 📢 ประกาศรายชื่อผู้โชคดี: วันศุกร์ที่ 17 กรกฎาคม เวลา 17.00 น. เป็นต้นไป ทาง Facebook Page: ร้านนายอินทร์ และ X: NaiinFanclub ✅ การยืนยันสิทธิ์: ผู้โชคดีต้องยืนยันสิทธิ์ภายในวันที่ 21 กรกฎาคม เวลา 12.00 น. หากไม่ยืนยันสิทธิ์ในเวลาที่กำหนด จะถือว่าท่านได้สละสิทธิ์ ---------------------------------------------- “In the end, we’re simply born to live. The heart of life is to keep exploring and finding new things that fulfill us.” — Mile Phakphum Let “MY LIFE” photobook be something new that brings happiness and smiles into your life. 💚📸 Don’t miss out! Along with an exclusive fashion photoshoot and a secret QR code unlocking Mile’s cutest behind-the-scenes moments 🥰, every pre-order placed today gives you the chance to meet Mile in person at the MY LIFE: Mile Phakphum launch event on July 30 at Samyan Mitrtown. A special opportunity like this doesn’t come around often. Pre-order yours today! The most complete edition of MY LIFE. ✨ OPEN FOR PRE-ORDER NOW ✨ Stand a chance to become one of our lucky fans and create unforgettable memories together. 🎁 Every order includes: 1 Exclusive A3 Poster (1 per photobook) 🟢 10 LUCKY FANS will receive a 1:1 photo with Mile, a personally signed photobook (Fan Sign), and an invitation to watch MY LIFE: Mile Phakphum together at HOUSE Cinema. 🟢 80 LUCKY FANS will receive a personally signed photobook (Fan Sign) and an invitation to watch MY LIFE: Mile Phakphum together at HOUSE Cinema. 🛒 Pre-order now at 👉 (Pre-orders close today, July 15, 2026.) 🔔 Lucky Fan Activity Details 📥 Registration closes on July 16 at 11:59 PM. 📢 Winners will be announced on Friday, July 17, from 5:00 PM onwards via the Naiin Facebook Page: ร้านนายอินทร์ and X: NaiinFanclub. ✅ Winners must confirm their prize by 12:00 PM on July 21. Failure to confirm within the specified period will be considered a forfeiture of the prize. #MilePhakphum #MyLifexMilePhakphum #Naiin #AMARINTVHD34 mile phakphum BeOnCloud

My Life Official

11,905 Aufrufe • vor 1 Monat

How fast does your startup need to grow? According to aileenlee, much faster than venture capitalists expected in the pre-AI era. Aileen, Floodgate’s Mike Maples, Jr and Lerer Hippeau’s Ben Lerer joined TWiST to dig into massive Seed rounds, rising exit volume, startups rolling their own model (and why it might not be a good use of time!), and even how to grade the White House’s recent adventures in AI regulation! 0:00 Aileen Lee, Mike Maples, and Ben Lerer join the show 5:13 Venture liquidity returns: what SpaceX/Stripe distributions mean for LPs 9:13 Bending Spoons prices IPO at $29/share, roughly $18.4B valuation 10:31 - Stop chasing invoices and automate your entire contract-to-cash stack. Go to and tell them Jason sent you to get 50% off for life! 12:09 "Companies get bought, not sold" — Ben on taking first offers seriously 17:41 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at and use code TWIST for 10% off! 19:34 Mutiny's burn-the-boats AI pivot with Jaleh Rezaei 20:19 Northwest Registered Agent - Get more when you start your business with Northwest. In 10 clicks and 10 minutes, you can form your company and walk away with a real business identity — Learn more at 22:15 Mike's KeepSafe story: the "rule of 70" and profit-first companies 25:12 The new growth bar: 5x, 4x replaces triple-triple-double-double 28:55 Fund size is your strategy: why Floodgate and Lerer Hippeau stay small 30:11 CLA - Innovation takes balance. CLA's CPAs, consultants, and wealth advisors can help you get from startup to where you want to end up. Get started now at 37:39 The $100M Series A: Starcloud, General Intuition, Scale Cognition, Scout AI 40:35 King-making rounds and why mega-seeds destroy optionality 54:11 Open-weight models: the GLM-5.2 moment and going model-agnostic 55:30 Why fine-tuning open models is a treadmill, with Cursor/Kimi as an example 1:03:28 Grading the Trump administration on Mythos and Fable 1:06:33 Rising anti-AI sentiment, the wealth gap, and lessons from social media 1:11:43 Raising kids in the post-intelligence era 1:12:35 Where to find the panel and what each firm is investing in 🎥 Watch the full episode here 👇
1:14:10

How fast does your startup need to grow? According to aileenlee, much faster than venture capitalists expected in the pre-AI era. Aileen, Floodgate’s Mike Maples, Jr and Lerer Hippeau’s Ben Lerer joined TWiST to dig into massive Seed rounds, rising exit volume, startups rolling their own model (and why it might not be a good use of time!), and even how to grade the White House’s recent adventures in AI regulation! 0:00 Aileen Lee, Mike Maples, and Ben Lerer join the show 5:13 Venture liquidity returns: what SpaceX/Stripe distributions mean for LPs 9:13 Bending Spoons prices IPO at $29/share, roughly $18.4B valuation 10:31 - Stop chasing invoices and automate your entire contract-to-cash stack. Go to and tell them Jason sent you to get 50% off for life! 12:09 "Companies get bought, not sold" — Ben on taking first offers seriously 17:41 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at and use code TWIST for 10% off! 19:34 Mutiny's burn-the-boats AI pivot with Jaleh Rezaei 20:19 Northwest Registered Agent - Get more when you start your business with Northwest. In 10 clicks and 10 minutes, you can form your company and walk away with a real business identity — Learn more at 22:15 Mike's KeepSafe story: the "rule of 70" and profit-first companies 25:12 The new growth bar: 5x, 4x replaces triple-triple-double-double 28:55 Fund size is your strategy: why Floodgate and Lerer Hippeau stay small 30:11 CLA - Innovation takes balance. CLA's CPAs, consultants, and wealth advisors can help you get from startup to where you want to end up. Get started now at 37:39 The $100M Series A: Starcloud, General Intuition, Scale Cognition, Scout AI 40:35 King-making rounds and why mega-seeds destroy optionality 54:11 Open-weight models: the GLM-5.2 moment and going model-agnostic 55:30 Why fine-tuning open models is a treadmill, with Cursor/Kimi as an example 1:03:28 Grading the Trump administration on Mythos and Fable 1:06:33 Rising anti-AI sentiment, the wealth gap, and lessons from social media 1:11:43 Raising kids in the post-intelligence era 1:12:35 Where to find the panel and what each firm is investing in 🎥 Watch the full episode here 👇

This Week in Startups

42,580 Aufrufe • vor 1 Monat

THIS MIGHT BE THE #1 OPEN-SOURCE REPO FOR CLAUDE CODE RIGHT NOW. IT GIVES CLAUDE A MEMORY AND SLASHES YOUR TOKEN COST ON EVERY QUESTION The repo is safishamsi/graphify, a free open-source skill that turns any codebase into a knowledge graph Claude Code can read instantly. Instead of grepping through your files every session, Claude gets a map of how everything connects The problem it fixes: Every time you ask Claude Code about a big repo, it does the same thing, greps through dozens of files like a brute-force Ctrl+F, blows through your context window, and sometimes still misses the answer hiding in a file nobody searched. Claude Code has no memory of how your project is structured. Every session starts from zero What it does: It maps your entire codebase into a knowledge graph, capturing not just which files exist, but which functions depend on which, which modules are central, and which files cluster around the same concern. Claude queries the map instead of scanning files How it works, three passes: 1. Code structure, free and local. Tree-sitter parses your files and pulls out classes, functions, imports and call graphs. No LLM, no tokens, just your actual code mapped deterministically 2. Audio and video, if you have them. Transcribed locally and folded into the graph 3. Docs, papers, images. Here an LLM does semantic analysis, figuring out what each document means and where it fits. Only the meaning gets sent up, never your raw source It saves you money: Normally a question about a big repo makes Claude spawn explore agents that scan file after file, eating your context window and your token budget before you get an answer. With the graph already built, Claude queries the map instead of re-reading the codebase every time. Same answer, a fraction of the tokens. The graph only gets built once, then a hook rebuilds it after each commit for free, so you never pay that scanning cost again. The bigger the repo, the bigger the gap The best parts: it's a skill, so once installed Claude knows when to use it without you memorizing commands. It works on non-code folders too, point it at docs or notes and it can spin up an Obsidian vault How to add it to your Claude: 1. Install Claude Code if you haven't: npm install -g Paul Jankura-ai/claude-code 2. Add the skill: claude skill add safishamsi/graphify 3. Open your project folder and run /graphify . to build the graph 4. Optional, make it automatic: graphify hook install so the graph rebuilds after every commit That's it. Ask Claude about your repo and it reads the map instead of burning tokens on a file hunt Bookmark this
13:23

THIS MIGHT BE THE #1 OPEN-SOURCE REPO FOR CLAUDE CODE RIGHT NOW. IT GIVES CLAUDE A MEMORY AND SLASHES YOUR TOKEN COST ON EVERY QUESTION The repo is safishamsi/graphify, a free open-source skill that turns any codebase into a knowledge graph Claude Code can read instantly. Instead of grepping through your files every session, Claude gets a map of how everything connects The problem it fixes: Every time you ask Claude Code about a big repo, it does the same thing, greps through dozens of files like a brute-force Ctrl+F, blows through your context window, and sometimes still misses the answer hiding in a file nobody searched. Claude Code has no memory of how your project is structured. Every session starts from zero What it does: It maps your entire codebase into a knowledge graph, capturing not just which files exist, but which functions depend on which, which modules are central, and which files cluster around the same concern. Claude queries the map instead of scanning files How it works, three passes: 1. Code structure, free and local. Tree-sitter parses your files and pulls out classes, functions, imports and call graphs. No LLM, no tokens, just your actual code mapped deterministically 2. Audio and video, if you have them. Transcribed locally and folded into the graph 3. Docs, papers, images. Here an LLM does semantic analysis, figuring out what each document means and where it fits. Only the meaning gets sent up, never your raw source It saves you money: Normally a question about a big repo makes Claude spawn explore agents that scan file after file, eating your context window and your token budget before you get an answer. With the graph already built, Claude queries the map instead of re-reading the codebase every time. Same answer, a fraction of the tokens. The graph only gets built once, then a hook rebuilds it after each commit for free, so you never pay that scanning cost again. The bigger the repo, the bigger the gap The best parts: it's a skill, so once installed Claude knows when to use it without you memorizing commands. It works on non-code folders too, point it at docs or notes and it can spin up an Obsidian vault How to add it to your Claude: 1. Install Claude Code if you haven't: npm install -g Paul Jankura-ai/claude-code 2. Add the skill: claude skill add safishamsi/graphify 3. Open your project folder and run /graphify . to build the graph 4. Optional, make it automatic: graphify hook install so the graph rebuilds after every commit That's it. Ask Claude about your repo and it reads the map instead of burning tokens on a file hunt Bookmark this

Yarchi

55,345 Aufrufe • vor 2 Monaten

Chamath is making one of the most important business arguments of 2026. Half of large US companies right now cannot generate returns that exceed their cost of capital, which has normalized back to its long run average of 8 to 11%. Another one in seven companies globally is stuck generating persistent returns between 1 and 5% and most businesses don't have room for error and in this environment walks every frontier AI lab saying the same thing, give us your data, your workflows, your processes and our model will make everything better. And companies by the millions said yes. What they didn't fully account for is what happens on the other side of that door. Every time an employee runs a query through a frontier model API, the prompt goes through external servers, workflows, customer data, pricing logic, internal processes, all of it transmitted through a third party. As Alex Karp said companies are spending on tokens while handing over the exact proprietary advantages that make their business worth owning. Microsoft blocked internal use of Anthropic's Claude Fable 5 but over its 30-day data retention policy and the largest software company in the world decided a frontier model's data handling was too risky for its own employees. A US government action revoked access to another frontier model for foreign nationals overnight. Now here's where the cost math becomes impossible to ignore. Deutsche Bank calculated a roughly 65x cost gap between frontier models like Claude Fable 5 at ~$3.25 per task and open-source alternatives at ~$0.05. For 90% of everyday enterprise tasks, performance is comparable. Open-weight models now match closed frontier systems on core agent tasks at roughly one-tenth the cost, a high-volume deployment that costs $250/day on Claude runs at $12/day on an open-source equivalent. Chamath Palihapitiya tested this directly by running a standard enterprise code migration task through an orchestration layer wrapping an open-source model came in 16.4x cheaper than using a frontier model directly.
5:24

Chamath is making one of the most important business arguments of 2026. Half of large US companies right now cannot generate returns that exceed their cost of capital, which has normalized back to its long run average of 8 to 11%. Another one in seven companies globally is stuck generating persistent returns between 1 and 5% and most businesses don't have room for error and in this environment walks every frontier AI lab saying the same thing, give us your data, your workflows, your processes and our model will make everything better. And companies by the millions said yes. What they didn't fully account for is what happens on the other side of that door. Every time an employee runs a query through a frontier model API, the prompt goes through external servers, workflows, customer data, pricing logic, internal processes, all of it transmitted through a third party. As Alex Karp said companies are spending on tokens while handing over the exact proprietary advantages that make their business worth owning. Microsoft blocked internal use of Anthropic's Claude Fable 5 but over its 30-day data retention policy and the largest software company in the world decided a frontier model's data handling was too risky for its own employees. A US government action revoked access to another frontier model for foreign nationals overnight. Now here's where the cost math becomes impossible to ignore. Deutsche Bank calculated a roughly 65x cost gap between frontier models like Claude Fable 5 at ~$3.25 per task and open-source alternatives at ~$0.05. For 90% of everyday enterprise tasks, performance is comparable. Open-weight models now match closed frontier systems on core agent tasks at roughly one-tenth the cost, a high-volume deployment that costs $250/day on Claude runs at $12/day on an open-source equivalent. Chamath Palihapitiya tested this directly by running a standard enterprise code migration task through an orchestration layer wrapping an open-source model came in 16.4x cheaper than using a frontier model directly.

Milk Road AI

280,929 Aufrufe • vor 1 Monat

🚨 BREAKING A new AI app by Every 📧 launches today: Monologue Monologue is a smart voice dictation app for Mac that lets you work 3x faster without breaking flow. It’s already being used by people like Ben Tossell, Nat Eliason, and Julien Chaumond to write over 1 million words a week. Most voice dictation apps flatten your voice. Monologue is different. It understands your vocabulary, your apps, and your style, so nothing gets lost in translation. What you get: - Smart formatting: Text comes out polished and structured for the app you’re in—no cleanup needed. - Personal dictionary: Proper nouns, acronyms, and slang are remembered automatically. - Deep context: With permission, Monologue sees your screen so it knows what you’re referencing. - Multilingual by default: Dictate in 100-plus languages and switch between them effortlessly. - Flexible modes: Use prebuilt workflows (email, docs, notes, code) or design your own. - Local models: Use Monologue without sending your information to the cloud. We want Every 📧 to be the only subscription you need to stay at the edge of AI. That's why Monologue is available now for free for Every 📧 paid subscribers along with Cora, Sparkle, and Spiral—all for just $30 / month. Or you can use Monologue standalone for just $10 / month if you sign up during our early bird period. Try Monologue now →
0:49

🚨 BREAKING A new AI app by Every 📧 launches today: Monologue Monologue is a smart voice dictation app for Mac that lets you work 3x faster without breaking flow. It’s already being used by people like Ben Tossell, Nat Eliason, and Julien Chaumond to write over 1 million words a week. Most voice dictation apps flatten your voice. Monologue is different. It understands your vocabulary, your apps, and your style, so nothing gets lost in translation. What you get: - Smart formatting: Text comes out polished and structured for the app you’re in—no cleanup needed. - Personal dictionary: Proper nouns, acronyms, and slang are remembered automatically. - Deep context: With permission, Monologue sees your screen so it knows what you’re referencing. - Multilingual by default: Dictate in 100-plus languages and switch between them effortlessly. - Flexible modes: Use prebuilt workflows (email, docs, notes, code) or design your own. - Local models: Use Monologue without sending your information to the cloud. We want Every 📧 to be the only subscription you need to stay at the edge of AI. That's why Monologue is available now for free for Every 📧 paid subscribers along with Cora, Sparkle, and Spiral—all for just $30 / month. Or you can use Monologue standalone for just $10 / month if you sign up during our early bird period. Try Monologue now →

Dan Shipper 📧

258,622 Aufrufe • vor 11 Monaten

AMD invited us to their biggest launch of the year to check out the behind-the-scenes. At Advancing AI 2026, Anush Elangovan (VP, AI Software at AMD) and Quentin Anthony (VP, AI Engineering at Zyphra) join sophia dew on the floor to break down Helios, ROCm AI, and the Anthropic partnership, live the day it all shipped: 1:05 What actually changed today: AMD goes rack-scale 3:03 ROCm skills land in Claude Code and Codex 3:51 Why Zyphra bet its whole stack on AMD 3:57 Sparse mixture-of-experts and the HBM advantage 6:25 Why an open stack beats a closed one 8:52 The wall of logos: Anthropic, OpenAI, Meta 9:27 Why the frontier labs are committing gigawatts 11:30 Why the next wave will exceed expectations 17:02 Frontier models running on your own laptop + DeepSeek V4 Pro at 8-10 tokens/sec 17:41 How ROCm AI hits 3.3x inference gains 19:38 A kernel rewritten overnight with no humans in the loop 21:40 Do you still need kernel experts? 23:47 Why CPUs are critical for the agentic AI era 25:40 An agent that's been rewriting a driver for four months 28:14 The internet parallel, and the dark-fiber lesson
29:48

AMD invited us to their biggest launch of the year to check out the behind-the-scenes. At Advancing AI 2026, Anush Elangovan (VP, AI Software at AMD) and Quentin Anthony (VP, AI Engineering at Zyphra) join sophia dew on the floor to break down Helios, ROCm AI, and the Anthropic partnership, live the day it all shipped: 1:05 What actually changed today: AMD goes rack-scale 3:03 ROCm skills land in Claude Code and Codex 3:51 Why Zyphra bet its whole stack on AMD 3:57 Sparse mixture-of-experts and the HBM advantage 6:25 Why an open stack beats a closed one 8:52 The wall of logos: Anthropic, OpenAI, Meta 9:27 Why the frontier labs are committing gigawatts 11:30 Why the next wave will exceed expectations 17:02 Frontier models running on your own laptop + DeepSeek V4 Pro at 8-10 tokens/sec 17:41 How ROCm AI hits 3.3x inference gains 19:38 A kernel rewritten overnight with no humans in the loop 21:40 Do you still need kernel experts? 23:47 Why CPUs are critical for the agentic AI era 25:40 An agent that's been rewriting a driver for four months 28:14 The internet parallel, and the dark-fiber lesson

MTS

71,113 Aufrufe • vor 25 Tagen

x402 made payments native to HTTP. I made USDC payments native to sound waves ✨ Not as a gimmick. As a proof. 1/ The setup: Coinbase Developer Platform🛡️'s x402 protocol embeds payments into HTTP. It's brilliant. But I started wondering, if we can pay over HTTP, what else can we use to pay? Spoiler: anything that supports 138 bytes 2/ The realization: x402 is built on EIP-3009 - a 2020 standard that lets you sign payment authorizations offline. Someone else submits it on-chain. The signature just needs to get from A to B. HTTP is one way. Sound is another. 3/ What I built: x402hz: two devices negotiate a payment through 2400Hz audio tones. - Seller beeps "pay me $0.001 USDC" (30 bytes) - Buyer's device decodes, signs the EIP-712 for the transferWithAuthorization locally, beeps back (108 bytes) - Seller settles on-chain Total: 36 seconds of beautiful noise. 4/ The bigger point: If payments can travel over sound, they can travel over: - QR codes - NFC - Bluetooth - Light pulses - Anything that carries 138 bytes The payment primitive is transport-agnostic. x402 picked HTTP. The next protocol might pick something weirder. 5/ What this proves: EIP-3009 separates three things: - Authorization (offline, cryptographic) - Transport (literally anything) - Settlement (on-chain) x402 nailed #1 and #3. x402hz proves #2 is wide open. 6/ Credit: Huge thanks to the Coinbase Developer Platform🛡️ x402 team for building the protocol. I just... took it off-road. 7/ Next steps Code is open source. Go make payments, travel over something ridiculous (repo in the comments). 138bytes. That's all you need.
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x402 made payments native to HTTP. I made USDC payments native to sound waves ✨ Not as a gimmick. As a proof. 1/ The setup: Coinbase Developer Platform🛡️'s x402 protocol embeds payments into HTTP. It's brilliant. But I started wondering, if we can pay over HTTP, what else can we use to pay? Spoiler: anything that supports 138 bytes 2/ The realization: x402 is built on EIP-3009 - a 2020 standard that lets you sign payment authorizations offline. Someone else submits it on-chain. The signature just needs to get from A to B. HTTP is one way. Sound is another. 3/ What I built: x402hz: two devices negotiate a payment through 2400Hz audio tones. - Seller beeps "pay me $0.001 USDC" (30 bytes) - Buyer's device decodes, signs the EIP-712 for the transferWithAuthorization locally, beeps back (108 bytes) - Seller settles on-chain Total: 36 seconds of beautiful noise. 4/ The bigger point: If payments can travel over sound, they can travel over: - QR codes - NFC - Bluetooth - Light pulses - Anything that carries 138 bytes The payment primitive is transport-agnostic. x402 picked HTTP. The next protocol might pick something weirder. 5/ What this proves: EIP-3009 separates three things: - Authorization (offline, cryptographic) - Transport (literally anything) - Settlement (on-chain) x402 nailed #1 and #3. x402hz proves #2 is wide open. 6/ Credit: Huge thanks to the Coinbase Developer Platform🛡️ x402 team for building the protocol. I just... took it off-road. 7/ Next steps Code is open source. Go make payments, travel over something ridiculous (repo in the comments). 138bytes. That's all you need.

Vitto Rivabella

40,436 Aufrufe • vor 8 Monaten