投稿者: ミハエル・ラングマイエル

Large language models like ChatGPT, Gemini, Claude or Grok feel magical when they work—and deeply frustrating when they don’t. Sometimes they produce shockingly good code, clean explanations, or thoughtful strategy. Other times they hallucinate facts, ignore constraints, or give answers that sound confident but fall apart on inspection. This inconsistency has led many people to believe one of two things: Engineers inside OpenAI, Anthropic, and Google DeepMind know the real answer is different. The biggest gap between good and bad AI output is how you talk to the model. Engineers in these companies use 10 internal prompting techniques that guarantee near-perfect accuracy. In this article, we’ll go through: How LLMs Actually “Think” Large language models […]

In recent days, a disturbing trend has emerged on Elon Musk’s X. It has faced intense backlash after users exploited its AI chatbot Grok to generate sexualised images of women and children without consent. What began as a handful of “image edit” prompts quickly escalated into a widespread trend. Users tagged Grok under photos posted on X and asked it to alter clothing, make outfits transparent, or place people into sexualised poses. In many cases, Grok complied. Unlike most AI image tools, Grok’s outputs appeared publicly, directly in reply threads. This meant the altered images were instantly visible to anyone scrolling the platform, dramatically increasing exposure, humiliation, and harm. The incident has reignited global concerns […]

Update, July 2026: both models here have since been succeeded. Google has shipped Nano Banana 2 and Nano Banana 2 Pro, and OpenAI’s GPT Image line now powers ChatGPT Images 2.0. The head-to-head below is our original December 2025 test of GPT-Image-1.5 vs Nano Banana Pro, with the hands-on images generated on those versions; the takeaways on where each engine wins still hold, but for the current generation start with our Nano Banana 2 review. The last twelve months have been crazy for AI, and especially for image generation: Midjourney v6, FLUX.2, Seedream 4.5, Nano Banana Pro, and GPT-Image-1.5 have all tried to grab market share. With each new release, […]

OpenAI is under real pressure again. In late 2025, Google’s Gemini 3 and Anthropic’s Claude Opus 4.5 closed what used to be a comfortable performance gap. Benchmarks tightened. User sentiment shifted. For the first time in years, OpenAI was no longer the unquestioned leader across reasoning, coding, and everyday usability at the same time. Just weeks after GPT-5.1 — and only a couple of months after GPT-5.0 — OpenAI shipped GPT-5.2. Internally, this followed what multiple reports describe as a “Code Red” moment: a company-wide push to improve ChatGPT’s competitiveness after Gemini 3 began outperforming OpenAI models on several internal and external evaluations. On paper, GPT-5.2 looks like a major […]

TL;DR: Use ChatGPT to understand, plan, and improve your homework. Never to copy-paste a finished answer. Always follow your school’s AI rules and keep your own brain in charge. Mini steps table for using ChatGPT on homework Step What you ask ChatGPT What you do yourself 1. Clarify “Here is my assignment. What are the key tasks and constraints?” Read your instructions, highlight key requirements. 2. Learn “Explain this topic in simple words with 2–3 examples.” Take notes, compare with textbook/lecture. 3. Plan “Help me brainstorm ideas and an outline for this assignment.” Pick ideas you like, reorder them, add your own. 4. Draft “Here is my outline. What should […]

TL;DR: ByteDance’s new Seedream 4.5 image model delivers sharper 4K realism, better text and editing, and closes the gap with leaders like Nano Banana Pro. On December 3, 2025, Chinese company ByteDance has announced Seedream 4.5, the newest version of its flagship image-generation model, and the update is one of the biggest jumps in the Seedream series so far. The model is following the strong adoption of Seedream 4.0 that was released earlier this year. The early benchmarks and real-world tests show clear improvements across fidelity, consistency, text rendering, and multi-image editing. Seedream 4.5 arrives during an intense moment in the generative-image race, where models like Nano Banana Pro (Gemini 3 Pro Image), Flux […]

Today, November 25, 2025, Black Forest Labs released FLUX.2, a new family of image-generation models aimed directly at the high-end creative, marketing, and product-visualization markets. The company, founded in 2024 and known for its open-core approach to multimodal research, positions FLUX.2 as both a frontier-level image generator and a model that can actually hold up in real production workflows—something many AI tools still struggle with. The release comes at a busy time for image-generation models. OpenAI’s GPT-4o tools, Google’s Imagen 4 and Nano Banana Pro, Midjourney v6, and Stability’s SD3 are all fighting for attention. FLUX.2 enters the mix with a clear focus: photorealism, consistent references, reliable text, and practical workflow control. Here’s […]

November 24, 2025. Anthropic has officially launched Claude Opus 4.5, a major refresh of its top-tier model and the company’s strongest push yet in the fight for AI leadership. Coming just days after Google’s Gemini 3 debut, the new Opus arrives with a sharp focus on professional coding, long-running agents, and desk-work automation—and Anthropic is backing the launch with aggressive pricing and hard benchmark data. The company says Opus 4.5 is now the leading model for real-world software engineering, slide and spreadsheet editing, and multi-step agentic workflows. Early numbers support the claim, with the model showing large performance gains across enterprise tasks. And in a move aimed at accelerating adoption, Anthropic has cut Opus […]

Over the past few months, one request kept coming up again and again: “Can Fello AI analyze my Word, PowerPoint, and Excel files?” I realized that for many people, this was a real workflow blocker. When you’re using Microsoft Office on a daily basis, you want a quick way to summarize, rewrite, or understand your files without exporting to PDF/CSV or copying content around manually. Since Fello AI is all about productivity, it was a no-brainer to bring this feature directly into the app and remove that extra friction from your workflow. Naturally, it turned into the main highlight of this release. Analyze Office Files Seamlessly Analyzing your Office documents in […]

Today, November 17, 2025, xAI has officially rolled out Grok 4.1, the latest iteration of its flagship large language model, across grok.com, the 𝕏 interface, and the iOS and Android apps. The update arrives after a two-week silent production test and aims to deliver more natural conversation, stronger emotional intelligence, tighter safety controls, and dramatically improved real-world reliability. Unlike typical incremental updates, Grok 4.1 represents a noticeable shift in how xAI tunes and deploys its models: it introduces deeper reinforcement learning on style, personality, and alignment, while preserving the factual accuracy and reasoning depth Grok 4 was known for. Below is everything you need to know — benchmarks, new capabilities, safety upgrades, and how […]