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- 💻 Run Kimi K3 in 8GB of RAM on One CPU
💻 Run Kimi K3 in 8GB of RAM on One CPU
🦾Plus: 💳 Stripe Acquires OpenRouter
In partnership with
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: Here is roundup of Evaluating AI Agents, DeepSeek-V4-Flash 👇
🤖Evaluating AI Agents as Products
🔐A quick look at zero-knowledge proofs
⚡Run DeepSeek-V4-Flash 2x Faster Locally
✍️ Dario Amodei logs on to answer the critics
💡 AI Tutorial:How to create a video podcast using AI
🤖AI Tools and Data Tools to checkout
Kimi K3's weights take up 1.56 terabytes on disk. The reasonable assumption is that running it needs a machine that can hold 1.56 terabytes, which is why frontier models feel like data center property. A project kimi-k3-in-c runs the full model on an ordinary CPU with 8.24GB of RAM and no GPU at all. Nothing was cut down or approximated to get there. Same model, same weights, same output.
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Explore groundbreaking AI advancements reshaping data science. Uncover the top 17 essential AI tools every data scientist should be acquainted with in this insightful article.
This study introduces three tasks for AI agents that allow researchers to evaluate efficiency, collaboration, and taste, providing a proxy for how well the agents perform as tools in real coding situations.
🚀 Dive into the World of Machine Learning System Design! 🌐How do companies like Netflix, Airbnb, and Doordash apply machine learning to improve their products and processes? We put together a database of 800 case studies from 100 companies that share practical ML use cases and learnings from designing ML systems.️
The idea of a zero-knowledge proof (ZKP) is that there are two parties: the prover and the verifier. The prover asserts that it has a solution to a (generally NP-complete) problem. The prover can convince the verifier of this without sharing the actual solution to the problem. While they are used to secure some cryptocurrencies, that is not their only use case.
DeepSeek-V4-Flash can now run locally and roughly twice as fast without the output changing. The speedup comes from DSpark, DeepSeek's own speculative decoding algorithm, now wired into llama.cpp and enabled automatically in Unsloth Studio. So this isn't something to build a product on. It's a way to run a frontier-scale model on hardware you already own, watch it work, and see for yourself that it does.
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👨💻 Data Tools, Libraries
GQL - Git Query Language (GitHub Repo)
GQL is a query language with a syntax similar to SQL. It executes queries on .git files without the need to create database files or convert the files into any other format. Keywords in GQL are case-insensitive, similar to SQL.
SQLSync (GitHub Repo)
SQLSync is a collaborative offline-first wrapper around SQLite designed to synchronize web application state between users, devices, and the edge.
unsloth provides 80% faster and 50% less memory local QLoRA finetuning without any change in hardware.
AI News:
Stripe has finalized an agreement to acquire OpenRouter, a startup that helps companies switch between AI models. The sale price of more than $7 billion could change and the discussions are not public. OpenRouter's rise highlights the industry's growing scrutiny on AI costs. The acquisition will give Stripe a stronger footing in the fast-growing AI sector.
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Anthropic’s CEO Dario Amodei just chimed in on investor Gavin Baker’s X conversation with coworker Sholto Douglas, rejecting that his safety alarms have backfired and saying the only way AI wins trust back is by “actually curing cancer.” Baker shared a rumor that Amodei envisions Anthropic one day becoming “the only private company in the world”, with Douglas calling it “completely false”.
OpenAI CFO Sarah Friar told investors that enterprise revenue has overtaken ChatGPT's consumer business, months ahead of schedule. The company that became the most famous consumer AI product in history now makes the majority of its money selling to other companies. OpenAI's ARR hit $40 billion in July, up 20% month over month, with enterprise growing at 32%.
Beijing neurosurgery resident Shanmu Jin proved Crouzeix’s Conjecture, a matrix problem unsolved since 2004, with GPT-5.6 Sol surfacing the result after a 16-hour autonomous session in ChatGPT Work. Jin reached the problem through brain-ultrasound research, teaching himself advanced math after undergraduate geology and medical training.
Dario Amodei's wife Cami Clark advises him with no job title as Anthropic lines up its IPO. Claude cannot confirm that Dario Amodei is married, and almost nothing about his wife exists online. Clark works as a sounding board and strategic adviser to Amodei while holding no job at Anthropic. Justice Department files show her pitching Jeffrey Epstein for money and carry no accusation against her.
AI Tutorial
How to create a video podcast using AI
HeyGen has a tool that lets you turn a PDF into an AI video podcast. You upload your file, and HeyGen creates a video where two AI hosts discuss the main ideas from the document.
Open HeyGen’s Video Podcast tool and sign in to your account.
Upload the PDF you want to turn into a video podcast. You can also add a website link or enter a topic.
HeyGen reads the PDF, writes the podcast script, and creates a discussion between two AI hosts.
You can choose the AI hosts and voices, then edit the script, tone, and key points before creating the video.
Click “Generate” to create the video podcast. Review the final video, make any needed changes, and export it as an MP4 file.
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🔥Top AI tools to increase productivity:
Alice - A native app that offers fast and reliable experience with models (OpenAI, Perplexity, Claude and more)
Linktopia - Community link-building for bloggers, entrepreneurs and startup brands to grow
VerifactAI is an AI fact-checking tool that allows you to fact-check your articles within a minute.
Undress AI Tool is a website that offers a deepnude application, allowing users to create modified images
Screenloop is the ultimate Talent Operations Platform, seamlessly integrating a next-gen ATS
Postlyy - All in one platform to create, schedule, and analyze content on X and LinkedIn
AirRankPilot helps local businesses get discovered by Google and AI tools like ChatGPT and Perplexity
InboxKit is your all-in-one platform for building, managing, and scaling cold-email infrastructure.
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 The Gilded Age of a future world
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