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Multi-token-prediction in Gemma 4

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🔥 Discover this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Why speculative decoding?The technical reality is that standard LLM inference is memory-bandwidth bound, creating a significant latency bottleneck. The processor spends the majority of its time moving billions of parameters from VRAM to the compute units just to generate a single token. This leads to under-utilized compute and high latency, especially on consumer-grade hardware.Speculative decoding decouples token generation from verification. By pairing a heavy target model (e.g., Gemma 4 31B) with a lightweight drafter (the MTP model), we can utilize idle compute to “predict” several…

Marc Lore says artificial intelligence will soon enable anyone to open a restaurant

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✨ Explore this awesome post from TechCrunch 📖 📂 **Category**: AI,Commerce,Startups,TC,Cooking,food,grubhub,Marc Lore,resaturants,robotics,wonder ✅ **What You’ll Learn**: Marc Lore, a veteran e-commerce entrepreneur who has sold his previous startups to Amazon and Walmart, has big plans to incorporate artificial intelligence into his current venture, Wonder. The centerpiece of these plans is Wonder Create, an initiative that would allow anyone — from food entrepreneurs to social media influencers — to use artificial intelligence to design and launch their own restaurant brand in less than a minute. The virtual restaurant will then be operated across Wonder's growing network of technology-enabled kitchen locations, which…

Agents can now create Cloudflare accounts, buy domains, and deploy

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🚀 Explore this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Coding agents are great at building software. But to deploy to production they need three things from the cloud they want to host their app — an account, a way to pay, and an API token. Until now these have been tasks that humans handle directly. Increasingly, agents handle them on the user’s behalf. The agent needs to perform all the tasks a human customer can. They’re given higher-order problems to solve and choose to use Cloudflare and call Cloudflare APIs.Starting today, agents can provision Cloudflare…

The state of Pennsylvania is suing Character.AI after a chatbot pretended to be a doctor

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✨ Check out this awesome post from TechCrunch 📖 📂 **Category**: AI,ai companion,Character AI,character.ai,chatbot,Josh Shapiro,pennsylvania 📌 **What You’ll Learn**: The Commonwealth of Pennsylvania has filed a lawsuit against Character.AI, alleging that one of the company's chatbots masqueraded as a psychiatrist in violation of the state's medical licensing rules. “Pennsylvanians deserve to know who — or what — they are interacting with online, especially when it comes to their health,” Pennsylvania Gov. Josh Shapiro said in a statement Tuesday. “We will not allow companies to deploy AI tools that mislead people into thinking they are receiving advice from a licensed medical…

Copilot” in commit messages · Issue #314311 · microsoft/vscode · GitHub

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🔥 Check out this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: What happened? In 1.110, we added a setting to add Copilot as coauthor in commit messages by appending Co-authored-by: Copilot copilot@github.com. The setting git.addAICoAuthor has three different values: off - no attribution no matter whether Copilot assisted or not with the code in this commit chatAndAgent - add attribution if the commit contains code that was generated using the chat feature all - add attribution if the commit contains any kind of AI-generated code (chat, inline completions, NES) The default value of the setting…

Volkswagen has become Rivian’s largest shareholder, replacing Amazon

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🔥 Discover this must-read post from TechCrunch 📖 📂 **Category**: Transportation,Amazon,Rivian,SEC,volkswagen,VW Group 📌 **What You’ll Learn**: Volkswagen has pushed Amazon off the top spot to become Rivian's largest shareholder, new filings with the U.S. Securities and Exchange Commission show. The VW Group's increasing stake in Rivian, which has grown from 8.6% to 15.9% in less than two years, is linked to a joint venture with the electric car startup. The joint venture Rivian and Volkswagen Group Technologies – officially formed in November 2024 – focuses on developing electrical architecture and software. This share will continue to grow, as long as…

Ombudsman column: The Pentagon is trying to silence me

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✨ Check out this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Stars and Stripes ombudsman Jacqueline Smith was recently notified her last day in the role would be April 28, 2026. (Defense Department) A recent opinion column I wrote as the Stars and Stripes ombudsman began with this: “Pete Hegseth doesn’t want you to see cartoons in this newspaper anymore.” Apparently the Pentagon also doesn’t want you to hear from me anymore about threats to the editorial independence of Stars and Stripes. They fired me. This happened in the coldest way possible: DA Form 3434…

Apple plans to make iOS 27 choose-your-own-adventure AI models

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🚀 Read this awesome post from TechCrunch 📖 📂 **Category**: AI,Apps,TC,Apple,artificial intelligence,Google,In Brief,iOS 27 💡 **What You’ll Learn**: When iOS 27 is released later this year, iPhone users will have a lot of options when it comes to which AI models they want to use on the device. A new report from Bloomberg says that Apple plans to give users their choice among a number of large third-party language models that will be able to run different functions within the iPhone operating system. The new feature, called "Extensions" internally, will allow users to "access generative AI capabilities from installed apps…

Telus Uses AI to Alter Call-Agent Accents

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🔥 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: According to reporting by iPhone in Canada and The Globe and Mail, Telus is using AI through its Telus Digital unit to modify call-centre agents' accents in real time. iPhone in Canada reports the speech-to-speech tool is built by a company called Tomato.ai and is applied to offshore agents' voices to reduce what Telus reportedly calls "accent-related friction." Labour groups have criticised the practice as deceptive and have urged mandatory disclosure, The Globe and Mail reports. According to The Globe and Mail, Rogers and Bell…

Altara received $7 million to close the data gap that is slowing down physical science

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🔥 Explore this trending post from TechCrunch 📖 📂 **Category**: AI,Hardware,Startups,Greylock Partners,neo,science 💡 **What You’ll Learn**: Companies in batteries, semiconductors, and medical devices generate huge amounts of data — and most of it ends up scattered across spreadsheets and legacy systems, making it difficult to use it to improve products or understand failures. San Francisco-based startup Altara, which just received $7 million in seed funding, says it has built an AI layer designed to bridge these data gaps and bring together fragmented technical information into a single platform. The round was led by Greylock, with participation from Neo, BoxGroup, Liquid…