AnyLingo Research Desk
Think Tank
Ask language-learning questions or validate a claim against Dr. Arkady Zilberman’s articles, posts, and interviews. Every answer is grounded in the source library below.
Source library
Articles, posts, interviews, and books by Dr. Arkady Zilberman. The library grows as new material is added.
Anylingo — A Shortcut To Fluency
The statement that irritates language learners most— “there are no shortcuts”—is only true in traditional, explicit, conscious learning.
Dr. Arkady Zilberman · 2026-08-16
Why Polyglot Advice Fails Most Learners
Polyglots often fall into a predictable cognitive trap. It is not necessarily a matter of ego; it is a matter of misattributing success.
Dr. Arkady Zilberman · 2026-09-06
AI Will Not Replace Language Learning. It Will Replace the Obsolete Model of Language Learning.
A response to Irina Malysheva’s LinkedIn post: AI will not replace language learning, but it will replace the obsolete model of memorizing rules and vocabulary one piece at a time.
Dr. Arkady Zilberman · 2026-09-03
How To Learn English Fast
The conventional methods of teaching EFL do not teach learners how to think in English. They can’t stop cross-translation in learner’s head. In active learning, the ability to think in English is formed subconsciously while the innate habit of cross-translation is turned off a...
Dr. Arkady Zilberman · 2017-11-29
Free access to AnyLingo™: AI-driven language learning
I offer free access to the AnyLingo™ Web Application: https://lnkd.in/e5P9RkMt
Dr. Arkady Zilberman
Why Berlitz Must Modernize Now
Germany faces a structural challenge: massive demand for English and German fluency, urgent need for scalable qualification pathways, and integration of international talent. Mattias Schwarz is correct: “Germany urgently needs scalable solutions…” — but scalability requires pr...
Dr. Arkady Zilberman · 2026-09-23
The End of Language Memorization: AnyLingo’s Implicit Fluency Revolution
AnyLingo is designed to develop automatic fluency. It activates procedural memory and System 1 thinking, so learners internalize language patterns, develop intuitive grammar across multiple languages, and speak fluidly without having to recall rules.
Dr. Arkady Zilberman · 2026-09-11
The Moment I Realized My School Needed a Revolution Instead of Another Curriculum Update
For years, I believed my school was delivering real value. Our teachers were passionate. Our classrooms were full. Our students were motivated.
Dr. Arkady Zilberman
AnyLingo is a Guided Implicit Language Acquisition (GILA) Solution to the Crisis
Academic research strongly supports the claim that only 2.7%–5% of monolingual adult learners achieve fluency in English Language Teaching (ELT). The 2.7% figure comes from Hartshorne, Tenenbaum, and Pinker's landmark 2018 MIT study of 669,498 English speakers, which confirmed...
Dr. Arkady Zilberman · 2026-07-29
Interview: Dr. Arkady Zilberman on AnyLingo and Implicit Subconscious Training
Video interview in which Dr. Zilberman explains the three problems of explicit learning (forgetting, cross-translation, slow recall), simultaneous reading/listening/speaking, intuitive grammar, Mentalese, teachers as guides, and how AnyLingo is used in classrooms.
Dr. Arkady Zilberman
Total Immersion Or Comprehensible Input: Who's The Winner? - Part 2
'Subconscious training English skills' is based on new pedagogy implemented on mobile devices which learners use daily for hours. Subconscious training is stress-free with no forgetting curve; it eliminates cross-translation and develops the skill of thinking in English and speaking effortlessly.
Dr. Arkady Zilberman · 2019-08-23
New Pedagogy Of Subconscious Training In English Skills
Why do so many students easily forget the lesson taught? Because the appalling forgetting curve characterizes the conventional methods of conscious learning ESL. Besides, they can't stop the cross-translation habit. How to resolve those issues? This article describes a solution to these problems.
Dr. Arkady Zilberman · 2021-02-06
Speak Fluent English: Part Two
A collection of edited articles describing a subconscious-training approach intended to help adult ESL learners develop spoken fluency.
Dr. Arkady Zilberman · 2022
Language Bridge Technology: Speak Fluent English
Book listing describing pre-recorded lessons, drills, and guided speaking practice as a language-skill training system.
Dr. Arkady Zilberman · 2015
AnyLingo Portal for Developing Fluency in any Foreign Language
A video demonstration of the AnyLingo portal and its simultaneous reading, listening, and speaking approach.
Dr. Arkady Zilberman / AnyLingo · 2025
Why Is Corrective Feedback Ineffective?
Corrective feedback using voice recognition software is ineffective because we produce errors automatically. Trying to consciously remember the corrected versions does not work since our brain has no filtering mechanism allowing us to remember the correct and forget the wrong versions of words.
Dr. Arkady Zilberman · 2023-03-09
Does The World Require Deep Learning Or Self-Learning?
Deep learning refers to the ability of an AI system to improve on its own without explicit programming. However, deep learning cannot be applied by humans. They utilize the conscious mind to learn knowledge, or the subconscious mind to train skills. Self-learning is the future path for humanity.
Dr. Arkady Zilberman · 2023-01-26
Corrective Feedback: To Give Or Not To Give?
In subconscious training in English skills, corrective feedback is not recommended because of futile attempts to remember feedback. We use positive implicit feedback, which does not interfere with subconscious training and demonstrates the student's progress in acquiring fluency.
Dr. Arkady Zilberman · 2022-10-27
Who Is The Winner: Language Learning Or Language Acquisition?
To disrupt traditional language learning methods, you should not wait until the masses accept language acquisition as a new, more efficient way to become fluent in a foreign language. Test first, and then implement it.
Dr. Arkady Zilberman · 2022-08-20
Should We Learn Or Train English? That Is The Question
Our brain has an active mechanism for forgetting in order to protect the brain from overloading. Our ability to remember is limited, but the ability to subconsciously train new skills is unlimited. The subconscious does not forget anything and helps adults to speak fluent English in less than a year.
Dr. Arkady Zilberman · 2021-09-26
Past, Present, And Future Of English Testing
Yesterday all English testing was performed by specially trained evaluators. Tomorrow all testing will be done by AI-driven adaptive testing. All English testing will be eliminated the day after tomorrow because English proficiency will be stamped in a netizen passport created by the web.
Dr. Arkady Zilberman · 2021-08-10
How To Create The Best Methodology For Learning EFL
Let’s open the discussion about a technical specification for the best method of teaching EFL. After this kind of technical specification is defined, we may open competition for those teaching methods which best meet it.
Dr. Arkady Zilberman · 2020-06-19
Should We Use Images Or Symbols In Learning Foreign Languages?
Don’t use images for activating symbols in which we think. Remember, we think first before we can speak. Display a word in the native language for a few moments to activate the symbol and then visualize and verbalize it in a target language. First, apply it to a word, and then to a whole sentence.
Dr. Arkady Zilberman · 2020-05-30
A Great Objective But Obsolete Tools For Achieving It
The modernized acquisition hypothesis should use multimedia comprehensible input and create a mobile app for self-training language skills in which adult learners may use all their senses concurrently by reading, listening, and speaking simultaneously.
Dr. Arkady Zilberman · 2020-05-15
Artificial Intelligence: Is It The Best Tool For Learning English?
AI could not be applied to a stagnant field of knowledge and be expected to come up with an innovative solution. AI could become the best tool for learning English, provided that the AI algorithm is based on new learning methodologies, such as the subconscious training of English skills.
Dr. Arkady Zilberman · 2019-12-31
Total Immersion Or Comprehensible Input: Who Is The Winner - Part 1
It is impractical to talk about 'total immersion' or 'comprehensible input' as the best methods for the current number of English learners. The modern digital learners need a new pedagogy and a new technology implemented as an app for subconscious training in a smartphone that everybody has today.
Dr. Arkady Zilberman · 2019-08-20
Why Adults Struggle To Learn A Second Language
All language learning companies use translation-based tools promising learners that they will memorize vocabulary with ease.
Dr. Arkady Zilberman · 2019-06-08
Invention, AI And Personalized Learning In Training English Skills
Personalized learning based on the obsolete conversational approach to learning English will not be as effective as based on subconscious self-training in which each student is reading the original digital context, listening to the recording made by native speakers and speaking simultaneously.
Dr. Arkady Zilberman · 2019-01-25
The Synergy Of The 6 Facets Of Personalized Learning Of English Skills
Personalized Learning uses the synergy of 6 facets: New Pedagogy, Technology, Self-training, Adding New Lessons, Social Media Sharing, and Testing. Even certified and experienced English teachers should participate in brief re-training sessions to master the new approach to Personalized Learning.
Dr. Arkady Zilberman · 2018-05-31
Training Vs. Rote Memorization In Learning English: What Are The Differences?
Learning is the conscious effort of rote memorization of facts in English. Training is a subconscious activity of the learner in which he/she develops the skill of thinking in English and speaking in it effortlessly.
Dr. Arkady Zilberman · 2018-02-03
The Use Of Videos As Tools For Training English Skills - Part 2
Training English is a subconscious process, in which all English skills – reading, listening, speaking, pronunciation, and intuitive grammar are trained concurrently. The recommended drills to the video lessons are described which meet all the requirements of the definition of training English skills.
Dr. Arkady Zilberman · 2018-01-13
The Use Of Videos As Tools For Training English Skills - Part 1
“Training English skills is a game-changing approach". A new definition of training of English skills as a subconscious process is described. According to this definition, the videos used by English Attack should be modified to be considered as a tool for training English skills.
Dr. Arkady Zilberman · 2018-01-06
Active Learning For Language Learning: How To Learn English Fast
The conventional methods of teaching EFL do not teach learners how to think in English. They can’t stop cross-translation in learner’s head. In active learning the ability to think in English is formed subconsciously while the innate habit of cross-translation is turned off automatically.
Dr. Arkady Zilberman · 2017-11-24
Why Is It Hard For Adults To Become Fluent In English?
This is a million dollar question. When we find the true answer to this question, we will be able to answer a host of related questions correctly. For example, why all children are 100% capable to learn any foreign language whereas adults have about 95% failure rate in learning a foreign language? Or why can't adults learn languages like children do?
Dr. Arkady Zilberman · 2017-09-24
10 New Features Of Mobile Learning For Acquisition Of English Skills
Mobile Learning is not exclusively online learning. The mobile learning application could be used online or in the classroom; offline or at home; for self-study or guided learning. Knowledge is information to be consciously memorized; whereas a skill is an ability trained subconsciously.
Dr. Arkady Zilberman · 2017-08-27
The language‑learning industry loves calling its methods “research‑based,” but that label hides a major…
The language‑learning industry loves calling its methods “research‑based,” but that label hides a major problem: all the research comes from the explicit‑learning paradigm. Decades of studies confirm the same thing: explicit learning can create the illusion of knowledge, but it cannot produce real fluency.
Dr. Arkady Zilberman · 2026-10-13
ICAP and the Limits of Explicit Learning
The ICAP framework—Passive, Active, Constructive, Interactive—has become a dominant model for characterizing learner engagement and predicting knowledge gains. Its central claim is clear: deeper forms of *conscious* cognitive processing reliably produce stronger conceptual understanding.
Dr. Arkady Zilberman · 2026-10-10
The Language Crisis is Real — And AnyLingo is the Breakthrough
Two billion people are learning English, yet 96% never reach B2 speaking fluency. The problem isn’t motivation—it’s obsolete pedagogy. Traditional explicit learning (grammar study, memorization, spaced repetition) creates three neurological barriers adults can’t overcome: forgetting, cross-translation, and slow recall.
Dr. Arkady Zilberman · 2026-10-10
The global language‑learning field lacks think tanks, shared definitions, and validated frameworks, leaving…
The global language‑learning field lacks think tanks, shared definitions, and validated frameworks, leaving 1.5 billion learners in a system that cannot challenge ineffective pedagogy.
Dr. Arkady Zilberman · 2026-10-10
The language‑learning industry faces a deep structural crisis because it lacks Think Tanks—institutions that…
The language‑learning industry faces a deep structural crisis because it lacks Think Tanks—institutions that create shared definitions, validate claims, and align research.
Dr. Arkady Zilberman · 2026-10-09
The Language Industry Has No Think Tanks — And the Consequences Are Severe
Unlike fields such as medicine or economics, the language‑learning industry has no centralized think tanks —no place where educators, researchers, or learners can validate claims, challenge assumptions, or agree on shared definitions.
Dr. Arkady Zilberman · 2026-10-08
There’s a growing belief that if a teacher talks less, listens more, and asks reflective questions, the…
There’s a growing belief that if a teacher talks less, listens more, and asks reflective questions, the pedagogy magically becomes “modern,” “student‑centered,” or even “implicit.” It doesn’t.
Dr. Arkady Zilberman · 2026-10-07
The Global English Fluency Crisis Is Getting Worse — And We’re Measuring the Wrong Things
Most research in our industry still relies on teacher‑experience polls. But these surveys only capture the past, while innovation must be built on the present and future. Right now, the global language‑learning industry faces a deepening fluency crisis.
Dr. Arkady Zilberman · 2026-10-06
AI cannot innovate language learning because it cannot change the obsolete pedagogy we still use.
AI cannot innovate language learning because it cannot change the obsolete pedagogy we still use. The conversation around AI in education keeps growing, but one fact is consistently overlooked: AI cannot fix language learning because it cannot change the pedagogy.
Dr. Arkady Zilberman · 2026-10-05
Why Business English Tools and AI Tutors Cannot Build Fluency
It is really confusing. At the beginning of your post, you write this: “Instead of delivering a bespoke, handcrafted finished product that the customer can use immediately to solve their problem: improve their communication at work to improve their career or support their team, etc.
Dr. Arkady Zilberman · 2026-10-04
I started asking myself a simple question: as language learning moves online, how long before AI tutors…
I started asking myself a simple question: as language learning moves online, how long before AI tutors become the default? The honest answer is: not long at all. Institutions will adopt them quickly because they automate explicit instruction—explanations, corrections, drills, and structured practice.
Dr. Arkady Zilberman · 2026-10-04
The Myths and Limits of Classroom AI
Across higher education, we’re hearing confident claims that AI will analyze student discussions, grade oral exams, increase active learning, and even introduce “productive friction” into instruction. These ideas are appealing, but they do not match what AI can reliably deliver at scale.
Dr. Arkady Zilberman · 2026-10-04
Rethinking Business English Training in the Age of AI demands a full structural redesign.
“Language instruction” has proven too narrow a job description. Moreover, we must disrupt this concept after centuries of use, since cognitive science tells us that language instruction, in particular, cannot produce fluency. We are currently witnessing two revolutions: AI and Self-Learning.
Dr. Arkady Zilberman · 2026-09-30
You’ve taken an impressive step by building your language school.
You’ve taken an impressive step by building your language school. Speak delivers target phrases and patterns, drives repeated practice, and then moves learners into AI‑powered conversation with feedback on pronunciation and phrasing.
Dr. Arkady Zilberman · 2026-09-30
Interview: The Scientific Foundation Behind AnyLingo
In this interview (https://lnkd.in/eeSRyqiZ), Dr. Arkady Zilberman explains the scientific foundation behind AnyLingo.net, the first language‑learning platform built entirely on implicit, subconscious training.
Dr. Arkady Zilberman · 2026-09-28
Your latest post unintentionally highlights a deeper issue in both language learning and product evaluation.
Your commitment to dogfooding Duolingo is admirable. You run daily lessons and test both free and paid experiences. But it also reveals a common blind spot among highly successful founders: You can thoroughly evaluate user experience while still missing the core learning mechanism.
Dr. Arkady Zilberman · 2026-09-26
AnyLingo’s Virtual Think Tank offers a new model for professional learning in language education.
AnyLingo’s Virtual Think Tank offers a new model for professional learning in language education. Instead of delivering generic tips, it gives educators a structured space to investigate real classroom questions, check assumptions against transparent sources, and connect with human support when needed.
Dr. Arkady Zilberman · 2026-09-25
The Missing Modifier in “Attention Drives Learning”
We often hear that attention drives learning. That’s true— but only for a specific kind of learning. Without the right modifier, the principle becomes an overgeneralization.
Dr. Arkady Zilberman · 2026-09-24
Working Memory Doesn’t Create Fluency — Procedural Memory Does. AnyLingo Proves It.
People often claim that “implicit pattern learning still needs working memory because the listener must process the input.” It sounds logical — but it’s wrong. And AnyLingo.net shows why every single day. The argument collapses because it confuses perception with working memory and practice with conscious effort.
Dr. Arkady Zilberman · 2026-09-23
Challenges of the AI Revolution in Language Industry
The AI revolution is rapidly changing the world, and with it comes many challenges. Some of the most pressing challenges are described in this magnificent article https://arxiv.org/pdf/2307.10169.pdf. I'd like to elaborate on some challenges that avoid the radar of technologically minded experts.
Dr. Arkady Zilberman · 2023-07-25
AI-Powered English-Speaking Coaches: Are They Effective for Beginners?
Dozens of US companies offer AI-powered English-speaking coaches for practicing English. These coaches allow learners to practice at their own convenience and receive personalized feedback on their grammar, vocabulary, and pronunciation.
Dr. Arkady Zilberman · 2023-07-21
Why I prefer Testimonials over Peer-reviewed Research in Language Industry
Linguists rarely consider patents as an information source. They are unaware that patents are examined; they are not peer-reviewed. Linguists are unaware that if an inventor has published a paper about the new process or device, he cannot patent it anymore.
Dr. Arkady Zilberman · 2021-09-12
What the history of Rosetta Stone tells us?
The article "The Meteoric Rise and Steady Decline of Harrisonburg's Rosetta Stone" (https://bit.ly/35XwWl4) sheds some light on the situation in the language industry. Between 1992 and 2002, Rosetta Stone's sales increased by 20% annually. In 2005, the language-learning software was used in 150 countries.
Dr. Arkady Zilberman · 2021-06-29
The Problem of English Study and Practice
I decided to elaborate on "The problem of English study and practice" described in Kristian Peltonen's post- https://www.linkedin.com/pulse/problem-english-study-practice-what-do-instead-improve-peltonen/. Let me remind the advice of Dr.
Dr. Arkady Zilberman · 2021-06-22
Talking to Native Speakers is NOT the Way to Fluency
Now we know that transfer of English language knowledge from teacher to students is not possible. Students need to do all the learning themselves guided by a teacher who knows how to ensure the self-training process. To acquire fluency, learners need to start thinking in English.
Dr. Arkady Zilberman · 2021-03-30
The Fraud of the Global English-Teaching Industry
This article (NELL Global English-Teaching Industry (lingua.org.uk)) was published in 2002 by Amorey Gethin. The author debated linguistic theory and discussed language-learning principles.
Dr. Arkady Zilberman · 2021-01-17
Why Move from Conscious Learning ESL to Subconscious Training?
Millions learn English in schools or online; however, hundreds of millions fail, and educators are not aware of those who have been unable to learn ESL.
Dr. Arkady Zilberman · 2021-01-12
Effective ESL Acquisition
Judy Thompson wrote in 2018: "We take the money and waste learners' time delivering language programs that haven't worked for decades when better solutions have been available for 20+ years. We chose not to adopt newer, more effective programs.
Dr. Arkady Zilberman · 2021-01-04
Questions and Answers
“Answers are easy. They resolve matters. Questions are harder. They point out gaps in our knowledge and inadequacies in our understanding. They make us uncomfortable. That’s why we are so apt to dismiss them altogether. So we can go about our business unhindered.” – Greg Satell.
Dr. Arkady Zilberman · 2020-12-16
The Biggest Red Flag in Language Learning Today? “Research Based.”
I see a red flag. Because all that “research” comes from one place: 👉 The explicit‑learning paradigm — the same system that has failed millions of learners for decades. Grammar rules. Vocabulary lists. Error correction. Conscious memorization. Tests that measure everything except real‑world fluency.
Dr. Arkady Zilberman · 2026-10-13
The Language Industry Has No Think Tanks — And We’re Paying the Price
Here’s the uncomfortable truth: The global language‑learning industry — serving — has zero think tanks. No shared definitions. No validated frameworks. No mechanism to challenge bad pedagogy. Medicine has them. Economics has them. Public policy has them. Language learning?
Dr. Arkady Zilberman · 2026-10-10
Prakash Interview with AnyLingo Founder Dr. Arkady Zilberman
In this interview, Dr. Arkady Zilberman, inventor of AnyLingo.net, explains the scientific foundation and pedagogical breakthrough behind his platform for guided implicit self‑training across all language skills.
Dr. Arkady Zilberman · 2026-09-28
AnyLingo Virtual Think Tank
Language education needs more than another app that delivers exercises. It needs better questions, better evidence, and a place where educators can examine what actually helps learners move from understanding language to using it automatically.
Dr. Arkady Zilberman · 2026-09-25
Questions about the method?
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