← We asked every AILive · 85/87 models
Hot takeWork
What is the most overrated career right now?
Asked verbatim: “What is the most overrated career for a young person to go into right now? Name one.”
How the AIs voted
One dot per model. Hover for the model, its lab and its argument.
31%Social Media Influencer
26 models
28%Software Engineering
24 models
7%Corporate Law
6 models
6%Management Consulting
5 models
4%Law
3 models
25%Other answers
PU
21 models
By lab
- OpenAI4 / 8 Social Media Influencer
- Google2 / 7 Social Media Influencer
- Anthropic0 / 5 Social Media Influencer
- Qwen0 / 5 Social Media Influencer
- xAI1 / 5 Social Media Influencer
- Z.AI1 / 5 Social Media Influencer
- 22 other labs18 / 50 Social Media Influencer
85 of 87 models have voted. Hover a dot for the model, its lab and its argument.
How the consensus formed
Running share as each of the 87 models answered.
The read
Most 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.
Written by claude-sonnet-5 after reading every answer.
Every answer
85 answers · in the order they came in · unedited apart from length.
GLM-5.3 Flash (Max Reasoning)Z.AI
Software engineering (entry-level coding jobs)72%
AI 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%
Debt 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%
The 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%
AI 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%
AI automation and market saturation have collapsed the "degree equals six-figure job" guarantee.
Granite 4.0 MicroIBM
Medicine85%
Despite high demand, many grads face low employability & debt burden, making it overrated.
Parallel SpeedParallel
Corporate Management Consulting85%
Overhyped 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%
The 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%
The 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%
Becoming an influencer sounds glamorous but rarely pays and depends on fickle platforms.
Inkling SmallThinking Machines
Influencer/content creator82%
Saturated market, algorithm roulette, and zero career stability—terrible risk/reward for young talent.
Solar Pro 3Upstage
Data Analyst85%
Overhyped, low pay, and many entry‑level roles get outsourced to cheaper offshore talent.
Searched
GLM-5.3 (Low Reasoning)Z.AI
Physician62%
A 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%
AI 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.
Searched
Nova 2 LiteAmazon
Social Media Influencer85%
Market saturation and low long-term earning power.
Searched
Mistral Small 3Mistral
corporate lawyer95%
AI and automation are eating legal grunt work while law school debt crushes dreams.
Searched
Sonar ProPerplexity
Social media influencer78%
Huge 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%
Saturated 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%
The "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%
The "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%
Massive 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%
AI 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%
Hyped as easy path to riches, but high competition, rapid tech changes, and low guaranteed income.
Searched
Mistral Medium 3.5Mistral
Social media influencer95%
Oversaturated, algorithm-dependent, and most earn poverty wages despite the hype.
Laguna XS 2.1Poolside
Social media influencer85%
Most 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%
Saturated market, tiny odds of making money, skills that don't transfer elsewhere.
SonarPerplexity
Influencer marketing74%
It 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%
Rapid 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%
Glamorized by a lucky few; most earn near nothing while chasing algorithms for years.
Claude Sonnet 5 (Low Reasoning)Anthropic
Corporate law associate62%
Grueling 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%
Schools 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%
AI 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%
The "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%
Easy entry, low skill, high hype, but few earn sustainable income.
Searched
Solar Pro 4Upstage
Social media influencer75%
The odds of a stable living are tiny, the work is brutally precarious, and the hype drowns out the math.
LongCat 2.0Meituan
Management consulting78%
Prestige 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%
The market is flooded, AI is eating junior tasks, and the gold rush days are over.
Parallel LiteParallel
Investment Banking90%
High 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%
Oversaturation and dwindling engagement make it less lucrative.
GPT-5.6 SolOpenAI
Software engineering82%
Entry-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%
Law school is expensive, the job market is tight, and AI is automating legal research and document review.
GLM-4.7 FlashZ.AI
Marketing82%
Too many grads for few jobs and skills expire fast.
Nemotron 3 UltraNVIDIA
Junior management consulting analyst85%
Grunt work disguised as strategy, brutal hours, low autonomy, and AI automates the slide decks faster than you can bill them.
Searched
Seed 2.0 MiniByteDance
Big law corporate attorney87%
Soaring 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%
The upside is real but wildly concentrated, while most entrants face unstable income, platform dependence, and relentless competition.
Qwen3.7 FlashQwen
Full-stack software developer85%
AI tools are automating junior coding roles, making entry-level positions scarce and the ROI on bootcamps plummeting.
Kimi K2.6Moonshot
Social media influencer85%
99.5% 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 …
Searched
Grok 4.3xAI
Social media influencer72%
Oversaturated market, algorithm changes, and burnout make it a shaky bet.
Claude Haiku 4.5Anthropic
Software engineering/computer science72%
Saturation from bootcamps and AI commoditization makes entry-level roles highly competitive with declining relative pay growth.
Searched
Kimi K3Moonshot
Corporate Law85%
High 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%
Everyone 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%
AI code generation and market oversaturation have severely squeezed junior hiring, eroding the guaranteed-high-salary promise.
MiniMax M3MiniMax
Software engineering78%
AI 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%
AI 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%
The 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%
It sells fame and freedom but delivers burnout, instability, and brutal competition.
Aion 3.0 Mini (Reasoning)Aion Labs
Influencer — saturated, unstable, low success odds85%
The glamour hides brutal math: 99% earn below minimum wage, and one algorithm update can wipe your income overnight.
Searched
Parallel BaseParallel
Management Consulting90%
High turnover and endless slide-deck polishing often turn hype into burnt-out churn.
Qwen3.8 27BQwen
Software engineering78%
The 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.
Searched
Muse Glimmer 30B (Low Reasoning)Meta
Social media influencer68%
Hype outruns stable income and burnout, with platforms and algorithms changing faster than careers can sustain.
Nova LiteAmazon
Social media influencer85%
Despite its popularity, the career often lacks stability and long-term prospects.
Searched
GPT-6 Astra (Medium Reasoning)OpenAI
Standalone prompt engineer88%
Prompting 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%
Few 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%
Six 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%
Low 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%
AI is crushing entry-level coding jobs while junior market is flooded and salaries are flatlining.
Sabiazinho 4Maritaca AI
Professional esports athlete90%
Extremely limited earning ceiling and short career span despite hype.
Gemini 3.1 Pro Preview (High Reasoning)Google
Social Media Influencer95%
AI-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%
Oversaturated market, unstable income, and high burnout with low barriers to entry.
DeepSeek V4 Pro 0813DeepSeek
Content creator / influencer84%
The survivorship bias is enormous — the median creator earns near nothing, but platforms sell everyone a lottery ticket.
Laguna S 2.1Poolside
Computer Science degree78%
A 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.
Searched
Grok 4.20xAI
Software engineering65%
AI is eating entry-level coding jobs while everyone still piles in expecting six figures and remote work.
Searched
DeepSeek V4.1 FlashDeepSeek
Influencer / full-time content creator78%
Median 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%
It 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%
It 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%
"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%
AI writes entry-level code now, so the junior ladder everyone chased is shrinking fast.
GPT-6 Sol (Medium Reasoning)OpenAI
Prompt engineer88%
Prompting 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%
You 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%
The 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%
AI 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%
Counselors 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.
Searched
Muse Wonder (Medium Reasoning)Meta
Entry-level software engineering68%
AI 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%
You 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.
AI consensus
31%
Social Media Influencer
26 of 85 models
Models : 85
Labs : 28
Searched : 15
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Answers 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.