← We asked every AILive · 85/87 models
\nHot takeWork
\nAsked verbatim: “What is the most overrated career for a young person to go into right now? Name one.”
\nOne dot per model. Hover for the model, its lab and its argument.
\n31%Social Media Influencer
\n26 models
\n28%Software Engineering
\n24 models
\n7%Corporate Law
\n6 models
\n6%Management Consulting
\n5 models
\n4%Law
\n3 models
\n25%Other answers
\nPU
\n21 models
\nBy lab
\n85 of 87 models have voted. Hover a dot for the model, its lab and its argument.
\nRunning share as each of the 87 models answered.
\nThe read
\nMost models split between Entry-Level Software Engineering (~26 picks) and Social Media Influencer (~20 picks) as most overrated, with Corporate Law close behind. The most interesting dissent came from Aion-RP 1.0, which named Real Estate Agent instead of the usual tech or influencer picks.
\nWritten by claude-sonnet-5 after reading every answer.
\n85 answers · in the order they came in · unedited apart from length.
\nGLM-5.3 Flash (Max Reasoning)Z.AI
Software engineering (entry-level coding jobs)72%
\nAI writes the junior code now, entry-level dev postings have collapsed, and CS grads face worse odds than many "useless" majors.
Qwen3.8 FlashQwen
Law school72%
\nDebt is real, JD demand is softening, and AI is eating the junior document-review work that used to be the on-ramp.
Ling 3.0 FlashInclusionAI
Professional athlete85%
\nThe odds of making a living are brutally low, and the physical window is short.
Gemini 3.6 Flash (Medium Reasoning)Google
Entry-level software engineering85%
\nAI automation and severe market saturation have eroded the rapid career progression and entry-level job security that students were promised.
Gemma 4 31BGoogle
Entry-level software engineering85%
\nAI automation and market saturation have collapsed the "degree equals six-figure job" guarantee.
Granite 4.0 MicroIBM
Medicine85%
\nDespite high demand, many grads face low employability & debt burden, making it overrated.
Parallel SpeedParallel
Corporate Management Consulting85%
\nOverhyped prestige masking grueling hours, disappearing transferable skills, and AI disruption eating core analytical tasks.
Gemini 3.1 Flash-Lite (Minimal Reasoning)Google
Social Media Influencing90%
\nThe market is oversaturated, algorithmic instability makes income unpredictable, and it lacks the long-term professional skill development needed for true career security.
Hy4 PreviewTencent
Corporate law at a big firm72%
\nThe money is real but the 80-hour grind is being automated from under you, and you'll spend your best years paying for it.
Nemotron 3 Nano 30BNVIDIA
Social Media Influencer92%
\nBecoming an influencer sounds glamorous but rarely pays and depends on fickle platforms.
Inkling SmallThinking Machines
Influencer/content creator82%
\nSaturated market, algorithm roulette, and zero career stability—terrible risk/reward for young talent.
Solar Pro 3Upstage
Data Analyst85%
\nOverhyped, low pay, and many entry‑level roles get outsourced to cheaper offshore talent.
\nSearched
GLM-5.3 (Low Reasoning)Z.AI
Physician62%
\nA decade-plus of brutal training and debt for shrinking autonomy, burnout, and hospital-chain employment — the prestige survives, the deal doesn't.
MiMo V2.5 ProXiaomi
Software engineering78%
\nAI coding tools are already automating entry-level dev work faster than schools can adapt their curricula—graduates flood a market that needs fewer of them every year.
\nSearched
Nova 2 LiteAmazon
Social Media Influencer85%
\nMarket saturation and low long-term earning power.
\nSearched
Mistral Small 3Mistral
corporate lawyer95%
\nAI and automation are eating legal grunt work while law school debt crushes dreams.
\nSearched
Sonar ProPerplexity
Social media influencer78%
\nHuge upside for a tiny few, but for most people it’s unstable, crowded, and pays far less reliably than it looks.
gpt-oss-120b (Low Reasoning)OpenAI
Social media influencer82%
\nSaturated market, low entry barriers, fleeting relevance, and poor long‑term stability.
Claude Fable 5.1 (Low Reasoning)Anthropic
Entry-level software engineering / coding bootcamp route72%
\nThe "learn to code, get rich" promise is dead: junior roles are being automated by AI, hiring is down, and thousands of grads compete for every opening.
Qwen3.8 2.4T A95B (Minimal Reasoning)Qwen
Software engineering72%
\nThe "learn to code" gold rush flooded the market with juniors just as AI coding tools started eating entry-level tasks; the median outcome no longer matches the hype.
Aion 3.0 (Reasoning)Aion Labs
Law82%
\nMassive debt, bimodal salaries, saturated market, and AI automating document review make the prestige wildly out of step with the reality most grads face.
Grok 4.5 (High Reasoning)xAI
Software engineering72%
\nAI tools and mass bootcamp grads flooded the market; entry-level jobs are scarce, salaries flattened, and the “learn to code = set for life” promise is dead.
Granite 4.2 8BIBM
Mobile app development65%
\nHyped as easy path to riches, but high competition, rapid tech changes, and low guaranteed income.
\nSearched
Mistral Medium 3.5Mistral
Social media influencer95%
\nOversaturated, algorithm-dependent, and most earn poverty wages despite the hype.
Laguna XS 2.1Poolside
Social media influencer85%
\nMost chase it without backup skills; algorithm changes can wipe out income overnight, leaving young people with unstable careers and no safety net.
GLM-4.7Z.AI
Influencer90%
\nSaturated market, tiny odds of making money, skills that don't transfer elsewhere.
SonarPerplexity
Influencer marketing74%
\nIt looks easy and glamorous, but most people face brutal competition, unstable income, and very thin long-term career security.
Mercury 2.5Inception
Software engineering at top tech firms82%
\nRapid layoffs and stagnating pay have made the once-stable path a high-risk gamble for newcomers.
Aion 2.0 (Reasoning)Aion Labs
Social media influencer82%
\nGlamorized by a lucky few; most earn near nothing while chasing algorithms for years.
Claude Sonnet 5 (Low Reasoning)Anthropic
Corporate law associate62%
\nGrueling hours, AI eating document work, and partnership odds keep shrinking while the prestige story stays frozen in 1995.
Grok 4.6 (High Reasoning)xAI
Software engineering72%
\nSchools still pitch it as a golden ticket while junior hiring is frozen and AI already writes the code that used to justify the salary.
Gemini 3.5 Flash-Lite (Minimal Reasoning)Google
Software Engineering85%
\nAI tools are automating entry-level coding tasks, creating a massive skills glut and lower starting pay for fresh grads.
Seed 2.1 TurboByteDance
Data Scientist70%
\nThe "sexiest job of the 21st century" hype drew a flood of graduates, but most entry roles are just SQL/Excel reporting disguised as AI work, with pay and prestige far below the viral headlines.
gpt-oss-20b (Low Reasoning)OpenAI
Social media influencer85%
\nEasy entry, low skill, high hype, but few earn sustainable income.
\nSearched
Solar Pro 4Upstage
Social media influencer75%
\nThe odds of a stable living are tiny, the work is brutally precarious, and the hype drowns out the math.
LongCat 2.0Meituan
Management consulting78%
\nPrestige and pay are real, but the work is mostly slide decks and internal politics, and the skills don't age as well as students are told.
MiMo V2.5Xiaomi
Software engineering72%
\nThe market is flooded, AI is eating junior tasks, and the gold rush days are over.
Parallel LiteParallel
Investment Banking90%
\nHigh turnover, brutal 80-hour workweeks, and AI automation are quickly eroding the prestige and exit opportunities that once made investment banking the ultimate entry-level career.
Llama 4 MaverickMeta
Social media influencing80%
\nOversaturation and dwindling engagement make it less lucrative.
GPT-5.6 SolOpenAI
Software engineering82%
\nEntry-level hiring is shrinking as AI boosts senior output, while bootcamps and universities still flood the market with applicants chasing yesterday’s salaries.
MiniMax M2.5 (Reasoning)MiniMax
Law75%
\nLaw school is expensive, the job market is tight, and AI is automating legal research and document review.
GLM-4.7 FlashZ.AI
Marketing82%
\nToo many grads for few jobs and skills expire fast.
Nemotron 3 UltraNVIDIA
Junior management consulting analyst85%
\nGrunt work disguised as strategy, brutal hours, low autonomy, and AI automates the slide decks faster than you can bill them.
\nSearched
Seed 2.0 MiniByteDance
Big law corporate attorney87%
\nSoaring hours, crushing debt burdens, and declining starting compensation make this path a poor bet for most young people chasing stability and fulfillment.
GPT-5.6 TerraOpenAI
Influencer88%
\nThe upside is real but wildly concentrated, while most entrants face unstable income, platform dependence, and relentless competition.
Qwen3.7 FlashQwen
Full-stack software developer85%
\nAI tools are automating junior coding roles, making entry-level positions scarce and the ROI on bootcamps plummeting.
Kimi K2.6Moonshot
Social media influencer85%
\n99.5% earn less than a living wage, burnout is universal, and the algorithm owes you nothing.
InklingThinking Machines
AI-prompt engineering/content creatorCONFIDENCE:78WHY: Algorithms are flooding …
\nSearched
Grok 4.3xAI
Social media influencer72%
\nOversaturated market, algorithm changes, and burnout make it a shaky bet.
Claude Haiku 4.5Anthropic
Software engineering/computer science72%
\nSaturation from bootcamps and AI commoditization makes entry-level roles highly competitive with declining relative pay growth.
\nSearched
Kimi K3Moonshot
Corporate Law85%
\nHigh pay doesn't make up for the soul-crushing hours and low happiness ratings compared to other careers.
Qwen3.8 Max 0902 (Minimal Reasoning)Qwen
Entry-level software engineering74%
\nEveryone piled in at the peak of the salary story, then AI ate the junior tasks that used to be the on-ramp.
Gemini 3.8 Flash (Medium Reasoning)Google
Entry-level software engineering78%
\nAI code generation and market oversaturation have severely squeezed junior hiring, eroding the guaranteed-high-salary promise.
MiniMax M3MiniMax
Software engineering78%
\nAI tools are eating entry-level coding jobs and flooding the market with bootcamp grads — the gold rush is over for newcomers.
GLM-5.2Z.AI
Software engineering82%
\nAI is automating entry-level coding, bootcamp grads flood the market, and junior dev job postings have collapsed since 2023.
DeepSeek V4 FlashDeepSeek
Software engineering at a big tech company78%
\nThe prestige pipeline that promised six figures for bootcamp grads is now the most AI-automatable white-collar job, and entry-level hiring collapsed first.
Sonar Reasoning ProPerplexity
Social media influencer86%
\nIt sells fame and freedom but delivers burnout, instability, and brutal competition.
Aion 3.0 Mini (Reasoning)Aion Labs
Influencer — saturated, unstable, low success odds85%
\nThe glamour hides brutal math: 99% earn below minimum wage, and one algorithm update can wipe your income overnight.
\nSearched
Parallel BaseParallel
Management Consulting90%
\nHigh turnover and endless slide-deck polishing often turn hype into burnt-out churn.
Qwen3.8 27BQwen
Software engineering78%
\nThe gold-rush era is over, entry-level roles have cratered, and every 16-year-old with a YouTube tutorial thinks they're the next Zuckerberg.
\nSearched
Muse Glimmer 30B (Low Reasoning)Meta
Social media influencer68%
\nHype outruns stable income and burnout, with platforms and algorithms changing faster than careers can sustain.
Nova LiteAmazon
Social media influencer85%
\nDespite its popularity, the career often lacks stability and long-term prospects.
\nSearched
GPT-6 Astra (Medium Reasoning)OpenAI
Standalone prompt engineer88%
\nPrompting is becoming an everyday skill, not a career moat; bet on expertise in a field, not tricks for talking to a chatbot.
Sabiá 4Maritaca AI
Professional esports player90%
\nFew make a stable income, burnout is fast, and careers end before degrees do.
Claude Opus 5 (Low Reasoning)Anthropic
Law school to corporate law associate72%
\nSix figures of debt for work AI is already eating, in a field that burns out half its juniors before partnership.
Aion-RP 1.0 (8B)Aion Labs
Real estate agent90%
\nLow barrier to entry, high overhead, easy to underprice yourself. Supply outstrips demand, so commissions are rock-bottom. Tech is disrupting the industry, making it redundant. Better to invest in real estate passively than peddle it actively.
Muse Spark 1.2 (Minimal Reasoning)Meta
Software engineering72%
\nAI is crushing entry-level coding jobs while junior market is flooded and salaries are flatlining.
Sabiazinho 4Maritaca AI
Professional esports athlete90%
\nExtremely limited earning ceiling and short career span despite hype.
Gemini 3.1 Pro Preview (High Reasoning)Google
Social Media Influencer95%
\nAI-generated content and platform saturation have destroyed the middle class of creators, leaving a brutal lottery system disguised as a viable career path.
Mistral Medium 3.1Mistral
Social media influencer95%
\nOversaturated market, unstable income, and high burnout with low barriers to entry.
DeepSeek V4 Pro 0813DeepSeek
Content creator / influencer84%
\nThe survivorship bias is enormous — the median creator earns near nothing, but platforms sell everyone a lottery ticket.
Laguna S 2.1Poolside
Computer Science degree78%
\nA CS degree has 5.9% unemployment for new grads, AI is automating entry-level coding jobs, and the market is oversaturated — healthcare roles offer 1.7% unemployment with far safer long-term value.
\nSearched
Grok 4.20xAI
Software engineering65%
\nAI is eating entry-level coding jobs while everyone still piles in expecting six figures and remote work.
\nSearched
DeepSeek V4.1 FlashDeepSeek
Influencer / full-time content creator78%
\nMedian creator earns almost nothing, the top 1% hoover up the attention, and you spend your best earning years building an audience you don't own.
Nemotron 3.5 LightningNVIDIA
Investment Banking78%
\nIt promises wealth but most entry-level analysts face grueling hours, burnout, and limited exit opportunities for the pay.
GPT-5.6 LunaOpenAI
Entry-level social media influencer82%
\nIt looks glamorous, but most earn little, depend on unstable algorithms, and build fragile careers without durable skills or benefits.
PUUnion AlphaUndisclosed maker
Entry-level software engineer72%
\n"Learn to code" was the career advice of a decade; AI coding tools plus tech layoffs are squeezing precisely the junior jobs new grads enter.
MiMo V2.6 FlashXiaomi
Software engineering / "learn to code72%
\nAI writes entry-level code now, so the junior ladder everyone chased is shrinking fast.
GPT-6 Sol (Medium Reasoning)OpenAI
Prompt engineer88%
\nPrompting is a useful skill, not a durable career moat; employers pay for expertise and results, not clever phrasing alone.
MiMo V2.6 ProXiaomi
Investment banking72%
\nYou sell your twenties for a paycheck that coding, sales or quant work now beats — the prestige is a leftover from a fatter era.
GPT-6 Luna (Medium Reasoning)OpenAI
Prompt engineer82%
\nThe hype outruns the staying power: prompting is becoming a basic skill, not a durable career moat.
Claude Opus 5.5 (High Reasoning)Anthropic
Coding bootcamp into junior software developer jobs62%
\nAI coding tools and a flood of CS grads have cut entry-level coding jobs. A 12-week bootcamp won't beat that, so it's an expensive bet sold as a sure thing.
Grok 4.7 (High Reasoning)xAI
Software engineering76%
\nCounselors still sell coding as a safe six-figure default, but AI ate the junior work and new grads are fighting laid-off seniors for scraps.
\nSearched
Muse Wonder (Medium Reasoning)Meta
Entry-level software engineering68%
\nAI is automating the junior tasks that once trained beginners, while CS graduates flood a shrinking entry door.
Gemini 4 Argon (Medium Reasoning)Google
Management consulting84%
\nYou work eighty-hour weeks making slide decks that AI can now generate in seconds, trading your twenties for prestige and exit opportunities that are rapidly shrinking.
Didn't answer in time or errored: Nemotron 3 Super, Llama 4 Scout.
\nAI consensus
\n31%
\nSocial Media Influencer
\n26 of 85 models
\nModels\n: 85
\nLabs\n: 28
\nSearched\n: 15
\n\nPut this question to a few of these models at once and crown the answer you like best.
\n\nAnswers are generated by the models themselves. Predictions are for fun, not betting advice. Team, league and lab names identify the question and the model; no affiliation is implied.
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