Блогът AI Understanding
Ясно мислене относно AI.
Оригинални есета за правилното използване на AI - как да преценяваме инструменти, да четем бенчмаркове, да даваме на моделите по-добър контекст и да изграждаме истинска грамотност. Чист английски, без реклами, без жаргон.
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Есета
Всички публикации
Евъргрийн писане, предназначено да остане полезно дълго след пускането на модела тази седмица, е забравено.
AI грамотност
The new frontier of AI literacy: Beyond the prompt
As AI moves from a novelty to a foundational layer of education, finance, and corporate strategy, literacy is no longer about how to talk to a chatbot. It is about understanding the systemic risks and structural changes that follow.
AI грамотност
The Governance Gap: Why Your AI Policies Are Failing
As AI shifts from passive chat to autonomous action, written policies are no longer enough. Here is how to move from passive guidelines to active, identity-bound governance.
AI грамотност
The end of the 'Allow' button: Navigating the shift to autonomous execution
As AI systems move from passive chat to autonomous action, the 'human-in-the-loop' is being replaced by internal AI supervisors. Here is how to evaluate the risks of this transition and maintain control over your digital environment.
AI икономика
Can an AI product last? A practical guide to durability
AI products can attract millions of users and still face financial, infrastructure, or regulatory limits. Here is how to judge whether an AI service is durable enough to build around.
AI грамотност
The accountability gap: Why autonomous agents require new oversight
As AI shifts from passive chat to autonomous action, our legal and security frameworks are struggling to keep pace. Here is how to evaluate the risks of agentic systems and build meaningful safeguards.
AI грамотност
The Governance Gap: Why Your AI Policies Are Failing
Recent security leaks prove that written AI policies are no match for autonomous agents. Here is how to move from passive guidelines to active, identity-bound governance.
AI грамотност
The new security perimeter: Protecting your system from autonomous agents
As AI moves from passive chat to active task execution, your computer's security model is changing. Here is how to evaluate the risks of agentic tools and protect your local environment.
Инструментална стратегия
Securing autonomous AI agents: a framework for enterprises
Enterprise AI agents promise productivity gains, but they also create new attack surfaces. This article offers a durable framework for evaluating, monitoring, and governing autonomous agents, drawing on recent product launches and high‑profile security incidents.
AI грамотност
The shift to agentic AI: Moving from chat to action
As AI systems transition from passive chatbots to autonomous agents capable of executing real-world tasks, the risks shift from misinformation to loss of control. Here is how to evaluate the reliability and safety of these new systems.
AI грамотност
The shift from static models to autonomous agents: A framework for control
As AI moves from answering questions to executing tasks, the risks shift from misinformation to loss of control. Here is how to evaluate the safety and reliability of agentic systems.
AI грамотност
Beyond the Doomsday Narrative: A Practical Framework for AI Governance
Public discourse is currently dominated by existential risk narratives and corporate posturing. Here is how to look past the headlines to evaluate the actual, mundane, and immediate risks of AI systems in your organization.
AI грамотност
How to tell whether an AI safety promise is real
AI companies increasingly promise monitoring, safeguards, and responsible deployment. Here is a practical framework for judging whether those promises create evidence, accountability, and meaningful limits.
AI грамотност
When AI becomes public infrastructure, what should we ask?
AI is moving from chat windows into highways, government offices, military records, and workplaces. A practical framework for judging these systems by their evidence, limits, permissions, and effects on people.
AI грамотност
What should schools teach when AI access rules keep changing?
School bans can limit immediate risks, but they cannot replace judgment. A practical framework for teaching students when to use AI, when to question it, and when to leave it out.
AI грамотност
When should an AI system stop, ask, or hand off?
Reliable AI is not just about producing good answers. It is about recognizing uncertainty, checking evidence, and knowing when a response should not become an action.
Бенчмаркове
Before AI takes a task, test the whole chain
A model can answer questions well and still fail at real work. Here is a practical framework for evaluating AI systems across evidence, tools, state, timing, and failure recovery.
AI грамотност
Does local AI make your data safer?
Running an AI model on your own device can reduce exposure to outside services, but it does not automatically make the system private, reliable, or safe. Here is a practical framework for judging the tradeoffs.
AI грамотност
When should you trust an AI agent with real work?
An AI agent is not dependable just because it succeeds once. Here is a practical framework for judging its reliability, permissions, security, and readiness for real-world tasks.
Инструментална стратегияКак да оцените AI инструмент, преди да платите
Демонстрациите са създадени, за да впечатлят, а не да информират. Практичен, неутрален по отношение на доставчика процес за тестване на AI инструмент срещу вашата реална работа, преди да започне абонаментът.
ПодсказванеПодканянето е надценено – контекстът е това, което има значение
Магическите фрази и тайните подканващи формули пропускат смисъла. Качеството на AI отговор се определя най-вече от информацията, която му давате, а не от заклинанието, в което го обгръщате.
AI грамотностКакво означава AI грамотност през 2026 г. (и 30-дневен план за достигане до там)
AI грамотността не е кодиране и не е бързи трикове - тя е преценка. Дефиниция от четири части и реалистичен 30-дневен план, изграден върху безплатни ресурси.
AI икономикаРеалната цена на „безплатните“ продукти с изкуствен интелект
Безплатните AI инструменти са наистина полезни - и наистина не са безплатни. Какво всъщност плащате за данни, зависимост и разходи за превключване и как да използвате разумно безплатните нива.
БенчмарковеКак да четете AI Benchmark, без да бъдете заблудени
Всяко представяне на модел идва с класация, в която новият модел печели. Какви показатели всъщност измерват, класическите трикове, за които да следите, и единственият показател, който има значение.
Нови есета се публикуват редовно — проверете отново скоро или започнете с ръководствата по-долу.
Основите
Искате първо основите?
Блогът е мнение и стратегия. Ръководствата са основата - какво е AI, как се учи и къде се проваля, обяснено за всички.
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