投稿者: Lenka Vojtechova

On June 22, 2026, Tokyo-based Sakana AI launched Sakana Fugu, and it works unlike almost any model you’ve used. Instead of trying to be the smartest single brain in the room, Fugu is a language model trained to command a pool of other LLMs, including copies of itself, then blend their answers into one. Its top tier, Fugu Ultra, scores 73.7 on SWE-Bench Pro, a number Sakana says puts it shoulder-to-shoulder with Anthropic’s now-pulled Fable 5 and Mythos Preview. This article breaks down what Sakana Fugu actually is and how its “model that orchestrates models” idea works in plain English. We’ll check whether the Fable 5 comparison holds up, why […]

ByteDance’s new Seed 2.1 Pro scored 1539 on Code Arena: Frontend, landing at #8 in the world and drawing level with Claude Opus 4.6. That is a remarkable result for a model that is not even publicly available yet, and it puts ByteDance into the same frontend tier as Anthropic and Z.ai for the first time. The number that matters most sits underneath that headline. Seed 2.1 Pro reached the top 10 in five of seven subcategories, and in the areas where it is strongest only a short list of frontier labs scored higher. This article breaks down exactly where the model ranks, why its React and design results stand […]

Siri stops working for one of three reasons more than any other, an incomplete setting, a weak internet connection, or a temporary software glitch that a restart clears. Apple’s own support data points to those same culprits, and most people get their assistant talking again in under two minutes once they know which one to check first. The catch in 2026 is that a fourth reason now exists, the rebuilt Gemini-powered Siri that Apple unveiled at WWDC simply has not rolled out to every device yet. This guide walks you through every fix that actually works, ordered from the fastest to the most thorough, for both iPhone and Mac. You […]

The fastest way to learn Google Gemini in 2026 is free, because the Gemini app gives you Gemini 3.5 Flash at no cost, the default model since May 19, 2026, plus a daily allowance of the stronger Gemini 3.1 Pro, Nano Banana 2 image generation, five Deep Research reports a month, and the Gemini Live voice mode. You do not need a paid plan, a coding background, or a single course to start getting useful work out of it today. This guide gives you a free, beginner-friendly Gemini course in roadmap form. You will get two clear paths to follow, an honest comparison of the free courses worth your time, […]

The best open source AI models now score within single digits of GPT-5.5 and Claude Opus 4.8 on most benchmarks, and you can download their weights for free. GLM 5.2 posts a 62.1 on SWE-bench Pro, DeepSeek V4 hits 80.6 on SWE-Bench Verified, and Gemma 4 runs on a laptop while scoring 85.2% on MMLU-Pro. The gap between open and closed AI has never been smaller. This guide ranks the open source AI models worth your time in 2026, what each one is genuinely best at, and how to actually run them without a rack of GPUs. We tested the picks against current benchmark data, license terms, and real accessibility, […]

The best free AI video generators in 2026 are Seedance 2.0 for watermark-free 1080p clips, Hailuo for the most generous daily free allowance, and Kling AI 3.0 for the most realistic short clips. All three let you start with just an email, no credit card, and all three run on daily-refreshing credits so you can keep generating for free indefinitely. The catch is that almost every consumer tool now reserves its best output, full resolution, longer clips, and a clean export, for paid plans. This guide ranks nine free AI video generators you can actually use today, with the numbers that matter to free users laid out side by side: […]

Apple Intelligence only runs on a Mac with an M1 chip or newer and macOS 15.1 or later, which locks out every Intel Mac and a lot of older machines still in daily use. The strongest Apple Intelligence alternatives for Mac, including FelloAI, ChatGPT, Claude, Google Gemini, Raycast AI, DeepSeek and Dottie, give you more capable AI on more hardware, and several run on machines Apple left behind. This guide compares the seven best options by price, supported models, and whether they work on an Intel Mac. You will see where Apple Intelligence is useful, where it stops, and which alternative fits your machine and your workload. If your Mac […]

More than 10,000 people search every month for how to use Siri shortcuts, and in 2026 the answer changed in a big way. Siri shortcuts let you bundle several actions into a single command you trigger by voice, a tap, or an automatic rule, and the free Shortcuts app on iPhone, iPad, and Mac is where you build them. The basics are still simple, but WWDC 2026 added a layer that lets you describe an automation in plain English and have Apple Intelligence assemble it for you. This guide walks you through everything in order, from creating your first shortcut and running it with your voice to setting up automations […]

Demis Hassabis is the co-founder and CEO of Google DeepMind, a 2024 Nobel laureate in Chemistry, and the man whose lab built Gemini, the AI model now woven through Google Search, Android, and soon a Gemini-powered Siri. Born in London in 1976, he was a chess master at 13 and a video-game designer in his teens before he set out to, in his words, “solve intelligence, and then use it to solve everything else.” Few people have moved that ambition closer to reality. This bio covers everything you are searching for about him, his net worth, his wife and family, his education, the 2024 Nobel Prize for AlphaFold, his knighthood, […]

NotebookLM is Google’s free, source-grounded AI research tool that reads the documents, PDFs, websites, and YouTube videos you upload, then answers your questions, writes summaries, and turns your material into podcasts, videos, mind maps, and study guides. The key difference from ChatGPT or Gemini is that it only uses the sources you give it, and it cites every claim back to the exact passage it came from. That single design choice, source grounding, is why millions of students, researchers, and professionals now trust it with material a general chatbot would happily make up answers about. This guide explains what NotebookLM is in plain terms, what you can actually use it […]