投稿者: ミハエル・ラングマイエル

In past months, most AI headlines have focused on bigger models (like recently released GPT-5.2, Gemini 3 or Claude Opus 4.5), higher GPU counts, and flashy demos. Now a Chinese AI startup is quietly pushing a different narrative: better results with smarter architecture. DeepSeek is preparing to release DeepSeek V4, a new flagship AI model focused almost entirely on coding and reasoning. It’s expected to launch in mid-February 2026, likely around Lunar New Year. A key reason the DeepSeek V4 rumors feel more credible this week is a brand-new DeepSeek research paper published on January 12, 2026: “Conditional Memory via Scalable Lookup“. It describes Engram, a “memory add-on” that lets an AI quickly look up facts and code […]

TL;DR: ChatGPT productivity hacks in 2026 are no longer about clever one-off prompts. They are about building repeatable workflows using Projects, Tasks, and Apps to automate professional work. The most effective users treat ChatGPT as an operating system for work – connecting it to files, scheduling tasks, and using persistent context – rather than just a chatbot. For a complete setup guide, check out getting started with Fello AI. Quick reference table Goal Best Feature Setup Time Verification Needed Manage ongoing context Projects 5 mins Low Research complex topics Deep Research 0 mins High (Check sources) Recurring reminders Tasks 1 min Low Connect Drive/SharePoint Apps 2 mins Low Summarize documents […]

TL;DR prompt framework: Use the R-C-C-O-V formula to get usable marketing outputs fast. 5-step prompt recipe R-C-C-O-V Step Component Definition Example 1 Role Who is the AI? “Act as a Senior SEO Strategist.” 2 Context What is the background? “We sell high-end B2B SaaS to CFOs.” 3 Constraints What are the boundaries? “Under 200 words, no jargon, aggressive tone.” 4 Output What format do you need? “Format as a Markdown table.” 5 Verification How to check accuracy? “Cite sources or state ‘Needs Verification’.” Opening As a marketers, we’re always looking for an edge. AI tools like ChatGPT, Claude or LLaMA can give you that edge, but only if you know […]

TL;DR: AI is a powerful tool for pattern prediction and task automation, not a conscious entity that “knows” the truth. While it transforms jobs by automating specific tasks, it requires human verification to manage hallucinations (errors) and bias. Current “Agents” can perform workflows but still need supervision. The safest way to use AI is to treat it as a drafting assistant, not a final decision-maker. Myth vs. Reality Summary Myth The Reality 1. AI is conscious AI predicts the next word based on math; it has no feelings or awareness. 2. AI is always accurate AI “hallucinates” confidently; it optimizes for plausibility, not facts. 3. AI will replace all jobs […]

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 […]

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, the line between synthetic and real continues to blur — and two of the most talked-about contenders in late 2025 are OpenAI’s GPT-Image-1.5 and Google’s Nano Banana Pro. Both aim to make image generation faster, smarter, and more accessible — but they take very different approaches. OpenAI’s GPT Image line replaced DALL·E earlier this year and is now native inside ChatGPT and the API. GPT-Image-1.5, released globally on December 16, 2025, is the latest version […]

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 […]