THE AI PANIC IN EDUCATION – Norwich Radical
by Howard Green
Its no exaggeration to any person or any robot to claim that Artificial Intelligence has arrived. It has done so without its previous aura of mystification and impracticality. Now, with applications such as ChatGPT, it seems to be finally materialising into what technology like this can truly be, and allegedly, productive for all of those who use it.
There has consistently been an irrationality about AI, spawning the idea amongst people of apocalyptic scenes of sentient robot overlords in a post-singularity world. There are legitimate concerns about the use of AI, especially in activities that require a level of human judgement, correctness and authority. But there has been an overcaution (which in some cases has been not entirely unfounded) in certain regards to this, with the sometimes purposeful rejection of AI technologies in fields where it could possibly be beneficial alongside human productivity. None more so has this overly cautious behaviour seeped than into both academia and general education.
This is a manipulation of the truth, and a severe undermining of how students work and overmines how effective AI is as a tool for the lazy.
Anyone likely studying postgraduate, undergraduate, or even general educational courses has probably witnessed a level of paranoia from their academic tutors and peers about the risks of using AI in education assessments. Some even advise to avoid the applications altogether. This illicit substance has spread throughout our educational institutions, supposedly causing academic harm to whoever dares touch it.
This countrys educational institutions are always slow-acting, whether on the encouragement and use of new technologies or not. In part, because of the profit-motive entrenched in our universities. The idea of a student conning their way to a degree through the use of AI to write all their essays would put any universitys vice-chancellors head into a spin. However, it is not likely that this is actually the case when it comes to the application of this technology.
Behind this is a forced narrative that education is becoming a dead purpose. That the young people who are still in education have now garnered a tool to avoid the absorption of actual knowledge, the perils of effort and a dive into the warm pool of achievement. This is a manipulation of the truth, and a severe undermining of how students work and overmines how effective AI is as a tool for the lazy.
As any student who mightve even tried to use a programme such as ChatGPT will find, the quality of work that this particular program provides is far from useful. The likelihood that a university student can type in a command and receive an essay that surpasses the quality of one they couldve achieved through a less than rigorous all-nighter is miniscule. Even when it comes to trying to reference or find studies that fit an argument, it will simply make them up into believable sounding research topics and the names of real academics. Our great technology, when met with the expanse of the entire academic knowledge accessible on the internet, decides it cannot be bothered and would much rather make it up.
A Turing test between AI and a student whos gone out a little too much has not yet resulted in victory for the side of the robots. The current limitations of this new technology have been met in the academic sphere. Of course, as it is AI, it is capable of development seemingly on its own, through repeated and varied use, but it must be addressed that what is accessible AI in todays form is nothing more than an advanced search engine, even in its endeavours of imitating human learning.
Academia and wider education continue to question the education legitimacy of tools such as search engines. The thought of more refined access to knowledge than searching through the pages and pages contained within a library also got the skin crawling of those who ran universities when search tools were first introduced, sometimes still lingering to this day. AI improves upon this, but in the form of a more generalised refinement of information, instead of the trawling through of web pages that the user would have to otherwise do themselves.
So, what should our conception of AI be for those in education? Its not the robots stealing our educational institutions, nor the slight advancement of Google. This is a technology we have developed and which can be best used in its current form for the purposes of summarising and paraphrasing. An ever sticky problem for any student is understanding a concept, but lacking the words to describe it without outrightly plagiarising. AI can help navigate that initial difficulty. Even so, this should be applied tactically and leniently.
How can educational institutions properly address this prospect, then? They should, first of all, avoid panic and misinformation.
On a surface level, the possibility of programmes such as ChatGPT becoming dominant in education and specifically educational assessment is looming. So is it a dead purpose? No. Many still subscribe to the traditional, outdated idea of education especially in our primary and secondary schools as absorption of knowledge, and the spitting out of it on assessed command. Ultimately, AI will simply become a tool not of the attempted deception of knowledge, but one for the commanding, organising and searching of it. Much like search engines or even, in a broad sense, libraries.
How can educational institutions properly address this prospect, then? They should, first of all, avoid panic and misinformation. Inevitably, systems that are already operated by universities to detect plagiarism will catch up and find the commonalities that are present in AI outputs. Until that day, a more rational assessment should be put forward: without the readiness or ability yet to adapt these technologies into educational advancements, students should be shown how to operate and to know their limits with AI. Fear mongering about the possible consequences of getting caught using the systems irresponsibly is more likely to end in a lack of ambition to improve educational output, or doubling down on irresponsible use. The denial of this type of technology, and its advancements in the near future, will only beget apathy in education.
Featured image BETT and Education Show 2019: Lots of robots by p_a_h is licensed under CC BY 2.0.
The Norwich Radical is non-profit and run by volunteers. You can help us continue our work by becoming a supporter. All funds raised help cover the maintenance costs of our website, as well as contributing towards future projects and events.
Like Loading...
Related
See more here:
THE AI PANIC IN EDUCATION - Norwich Radical
- No, the human-robot singularity isnt here. But we must take action to govern AI | Samuel Woolley - The Guardian - February 14th, 2026 [February 14th, 2026]
- What Is A Singularity Drive? Star Trek's Alternative To Warp Drives, Explained - SlashFilm - February 14th, 2026 [February 14th, 2026]
- Humans Could Reach the Technological Singularity Within 19 Years, Scientist Warns How AI May Redefine Intelligence and Humanity Forever - vocal.media - February 14th, 2026 [February 14th, 2026]
- The Singularity Is Just Weird - Publishers Weekly - February 14th, 2026 [February 14th, 2026]
- The social singularity, when humans will no longer be able to handle the speed of AI evolution, will occur on July 18, 2034. - GIGAZINE - February 14th, 2026 [February 14th, 2026]
- Huachuang Securities: Large models lower the threshold for creation, and AI videos reach a 'singularity moment.' - - February 14th, 2026 [February 14th, 2026]
- The Operational Singularity and the Rise of Autonomous Medical Agents at WHX Dubai 2026 - geneonline.com - February 9th, 2026 [February 9th, 2026]
- Marketing Singularity: The Mad Men went to lab - ET BrandEquity - February 9th, 2026 [February 9th, 2026]
- Of The Singularity and Moltys - Trinidad Express Newspapers - February 9th, 2026 [February 9th, 2026]
- Moltbook: Hype or the Singularity? - The New Stack - February 7th, 2026 [February 7th, 2026]
- Beyond the Singularity: Why Musks Warning Misses the Real Story - The Times of Israel - February 7th, 2026 [February 7th, 2026]
- Neural Networks Become More Stable With New singularity Smoothing Technique - Quantum Zeitgeist - February 7th, 2026 [February 7th, 2026]
- Elon Musk warns a new social network where AI agents talk to one another is the beginning of 'the singularity' - MSN - February 7th, 2026 [February 7th, 2026]
- "We're in the singularity": New AI platform skips the humans entirely - Axios - February 2nd, 2026 [February 2nd, 2026]
- Elon Musk warns a new social network where AI agents talk to one another is the beginning of the singularity - Fortune - February 2nd, 2026 [February 2nd, 2026]
- The Sonic Singularity: Suno, Udio, and the Day Music Changed Forever - FinancialContent - February 2nd, 2026 [February 2nd, 2026]
- Is this the singularity or not? - Tech Brew - February 2nd, 2026 [February 2nd, 2026]
- A Scientist Says Humans Will Reach the Singularity Within 19 Years - Popular Mechanics - February 1st, 2026 [February 1st, 2026]
- Breaking: Singularity Reached? MoltAgents Build Own Social Network - The Tech Buzz - February 1st, 2026 [February 1st, 2026]
- Is This the Singularity? AI Bots Can't Stop Posting on a Social Platform Where Humans Aren't Allowed - inc.com - February 1st, 2026 [February 1st, 2026]
- Pinterest: Buying The Attribution Singularity At Value Prices (NYSE:PINS) - Seeking Alpha - February 1st, 2026 [February 1st, 2026]
- "We Have Entered the Singularity," Says Musk And the Signals Are Hard to Ignore - ucstrategies.com - February 1st, 2026 [February 1st, 2026]
- Elon Musk Warns Viral AI-Only Social Network Moltbook is the Singularity - iPhone in Canada - February 1st, 2026 [February 1st, 2026]
- Elon Musk reacts as AI enters uncharted territory with viral agent-only social network: Start of the singularity - Mint - February 1st, 2026 [February 1st, 2026]
- The Capital Singularity: Anthropics $20 Billion Gambit and the New Economics of AI - WebProNews - February 1st, 2026 [February 1st, 2026]
- A scientist says humans will reach the singularity within 19 years - MSN - February 1st, 2026 [February 1st, 2026]
- Elon Musk says singularity is here What to know about AI threats to humanity - The Star | Malaysia - February 1st, 2026 [February 1st, 2026]
- Why is $5,000 approaching? The 'singularity moment' for gold and the price surge driven by the integer effect - - January 26th, 2026 [January 26th, 2026]
- The Dawn of the Intelligence Revolution: Can Humanity Coexist with the Singularity - Vocal - January 26th, 2026 [January 26th, 2026]
- Alphabet's 'Ironwood' Singularity And The Inevitability Of The Zero-Marginal-Cost Compute Flywheel - Seeking Alpha - January 11th, 2026 [January 11th, 2026]
- Musk's 2026 Vision: We Are Already at the 'Technological Singularity,' AI and Robotics Are Unstoppable - - January 11th, 2026 [January 11th, 2026]
- 2026 Singularity? Muskian Comment Is Backed By Real Stuff - Forbes - January 9th, 2026 [January 9th, 2026]
- Elon Musk Predicts the Imminent Arrival of the AI Singularity - 36Kr - January 9th, 2026 [January 9th, 2026]
- SentinelOne achieves GovRamp authorization at the high impact level for its AI-powered Singularity Cybersecurity Platform - MarketScreener - January 9th, 2026 [January 9th, 2026]
- Will Singularity Future Technology Ltd. (4GS) stock hit analyst forecasts - July 2025 Drop Watch & AI Powered Buy and Sell Recommendations -... - January 9th, 2026 [January 9th, 2026]
- Tribute | The singularity of author Vinod Kumar Shukla - The Hindu - January 4th, 2026 [January 4th, 2026]
- Intellistake Technologies to buy Singularity Venture Hub - MSN - December 25th, 2025 [December 25th, 2025]
- Humanity May Reach Singularity Within Just 4 Years, Trend Shows - vocal.media - December 25th, 2025 [December 25th, 2025]
- Will Singularity Future Technology Ltd. stock reach all time highs in 2025 - Trendline Breakouts & High Yield Investment Tips - Bollywood Helpline - December 21st, 2025 [December 21st, 2025]
- Humanity May Reach Singularity Within Just 4 Years, Trend Shows - Popular Mechanics - December 21st, 2025 [December 21st, 2025]
- Ashes of the Singularity 2 - Official Gameplay Trailer - IGN India - December 16th, 2025 [December 16th, 2025]
- The Founders Dilemma In The Age of AI: Working Toward Singularity - Crunchbase News - December 16th, 2025 [December 16th, 2025]
- Intellistake Appoints Singularity Compute CEO Joe Honan to Its Advisory Board to Strengthen Vision Across Global AI Infrastructure - Yahoo Finance - November 30th, 2025 [November 30th, 2025]
- Is Singularity Future Technology Ltd. stock overvalued by current metrics - July 2025 Big Picture & Advanced Technical Analysis Signals - Fundao... - November 10th, 2025 [November 10th, 2025]
- The Incel Singularity II: Why Your AI Waifu Might Be Cheating on You (& How to Reclaim the Code) - Hackernoon - October 26th, 2025 [October 26th, 2025]
- Is Singularity Future Technology Ltd. (4GS) stock a good hedge against inflation - CPI Data & Target Return Focused Picks - nchmf.gov.vn - October 26th, 2025 [October 26th, 2025]
- A $2 billion "game of probabilities": Is the prediction market approaching its "singularity" moment? - Bitget - October 26th, 2025 [October 26th, 2025]
- A $2 Billion "Game of Probability": Is the Prediction Market Approaching Its "Singularity" Moment? - Bitget - October 24th, 2025 [October 24th, 2025]
- Intellistake Acquisition Target Singularity Venture Hub Partners with Project Mycelium on Sovereign AI Cloud Initiative - The Globe and Mail - October 23rd, 2025 [October 23rd, 2025]
- Intellistake Acquisition Target Singularity Venture Hub Partners with Project Mycelium on Sovereign AI Cloud Initiative - Cantech Letter - October 23rd, 2025 [October 23rd, 2025]
- Is Singularity Future Technology Ltd. (4GS) stock a good hedge against inflation - Trade Ideas & Long-Term Growth Plans - nchmf.gov.vn - October 21st, 2025 [October 21st, 2025]
- Institution Moves: Can Singularity Future Technology Ltd. stock sustain revenue growth - July 2025 Big Picture & AI Powered Market Trend Analysis... - October 19th, 2025 [October 19th, 2025]
- THE SINGULARITY | Friend for Sale: Disappearing Privacy and Surveillance Capitalism - The Hoya - October 15th, 2025 [October 15th, 2025]
- Deckanism: Singularity Island Drops Steam Next Fest Demo - Bleeding Cool News - October 13th, 2025 [October 13th, 2025]
- Comments - Brace Yourself for the TV 'Singularity' - Next in Media | Mike Shields - October 4th, 2025 [October 4th, 2025]
- Humanity May Achieve the Singularity Within the Next 3 Months, Scientists Suggest - Popular Mechanics - October 4th, 2025 [October 4th, 2025]
- Intellistake Technologies Corp. Signs Letter of Intent to Acquire Premier AI-Web3 Venture Accelerator Singularity Venture Hub - The Globe and Mail - October 2nd, 2025 [October 2nd, 2025]
- The singularity could arrive in just 5 years, experts warn - 3DVF - September 30th, 2025 [September 30th, 2025]
- The Economic Singularity And The Five As - Forbes - September 28th, 2025 [September 28th, 2025]
- Singularity and the Buzzard - Hussman Funds - September 28th, 2025 [September 28th, 2025]
- A New Brain-on-a-Chip May Usher in the Beginning of the Singularity - Popular Mechanics - September 28th, 2025 [September 28th, 2025]
- Book Review: The Singularity Is Nearer: When We Merge with AI - Cato Institute - September 23rd, 2025 [September 23rd, 2025]
- Everything You Need to Know About the Singularity South Africa Summit 2025 - Media Update - September 23rd, 2025 [September 23rd, 2025]
- J. D. Vance, Charlie Kirk, and the Politics-as-Talk-Show Singularity - The New Yorker - September 19th, 2025 [September 19th, 2025]
- Singularity South Africa Summit 2025: Everything you need to know - ZAWYA - September 19th, 2025 [September 19th, 2025]
- Singularity South Africa Summit 2025: Everything You Need to Know - undergroundpress.co.za - September 19th, 2025 [September 19th, 2025]
- Benchmark singularity: The timeless, award-winning classicism of To Pepe - Decanter - September 9th, 2025 [September 9th, 2025]
- SentinelOne Inside: How the Singularity Platform Is Redefining Cybersecurity with AI! - Smartkarma - September 9th, 2025 [September 9th, 2025]
- Non-singular Gravitational Collapse Avoids Singularity, Rebounds, and Deviates from Hawking Radiation - Quantum Zeitgeist - September 6th, 2025 [September 6th, 2025]
- The Singularity is here: How ProtYouth is Redefining Anti-Aging with Collagen - Daily Front Row - September 5th, 2025 [September 5th, 2025]
- Using data tools to time your Singularity Future Technology Ltd. exit - Weekly Loss Report & Verified Stock Trade Ideas - Newser - September 3rd, 2025 [September 3rd, 2025]
- How to read the order book for Singularity Future Technology Ltd. - Portfolio Return Report & Free Reliable Trade Execution Plans - Newser - September 1st, 2025 [September 1st, 2025]
- Researchers Resolve Schwarzschild Singularity Using Unimodular Time and Discover Theories Allowing Only One Mass Sign - Quantum Zeitgeist - September 1st, 2025 [September 1st, 2025]
- Is this a good reentry point in Singularity Future Technology Ltd. - July 2025 Final Week & Weekly Top Performers Watchlists - Newser - September 1st, 2025 [September 1st, 2025]
- Is Singularity Future Technology Ltd. forming a reversal pattern - July 2025 Big Picture & Accurate Intraday Trading Signals - Newser - September 1st, 2025 [September 1st, 2025]
- Using portfolio simulators with Singularity Future Technology Ltd. included - Quarterly Earnings Summary & Daily Technical Forecast Reports -... - September 1st, 2025 [September 1st, 2025]
- Chart based analysis of Singularity Future Technology Ltd. trends - Earnings Growth Summary & Expert Curated Trade Setup Alerts - Newser - September 1st, 2025 [September 1st, 2025]
- Order Book Volume Tilts Bullish on Singularity Future Technology Ltd. getLinesFromResByArray error: size == 0 - thegnnews.com - September 1st, 2025 [September 1st, 2025]
- 116 Pictures, Singularity, m25, Dandelion Studios x Juice, Laird and Good Company and Campaign Brief Asia host Legendary Party at Mad Stars - Campaign... - September 1st, 2025 [September 1st, 2025]
- Using fundamentals and technicals on Singularity Future Technology Ltd. - Market Weekly Review & Fast Exit/Entry Strategy Plans - Newser - September 1st, 2025 [September 1st, 2025]