/Tech1d ago

Eric Newcomer warns of growing consumer fatigue over manually selecting specialized AI models

Investor Jason suggested Perplexity's automatic routing as a fix

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Original post
@jason@Jason#1023inTech

@EricNewcomer use @perplexity_ai and it will route automatically -- does a solid job at it. cc @AravSrinivas for background

Eric Newcomer@EricNewcomer

as a consumer it's getting a little exhausting figuring out what model I need for every particular task

1:06 PM · Jun 9, 2026 · 26.1K Views
Sentiment

Users are frustrated by the need to mentally map tasks to competing AI models because it feels like the worst part of the stack and they want one model that does everything decently, while some appreciate recommendations like Perplexity AI.

Pos
31.8%
Neg
68.2%
14 comments with sentiment.
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KY@kkaywhyy

@Jason @EricNewcomer @perplexity_ai @AravSrinivas I agree! @perplexity_ai for the win!

23hViews 585
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Simon@_onesimon

@EricNewcomer The Question is rather GPT 5.5 - xhigh or Fable 5 medium

But within Anthropic - probably Opus 4.8. It´s still early, but so far it seems like Fable 5 is burning an exorbitant amount of tokens

22hViews 87Bookmarks 1
LIKES6RETWEETS1REPLIES1

@EricNewcomer Maybe stick to your brain and don’t outsource your thinking to some model. Less confusing.

23hViews 55Likes 6
John Curtis@jcurtis

@EricNewcomer You’re going to be seeing a lot more things like this.

https://factory.ai/news/factory-router

23hViews 84Likes 2Bookmarks 1
Jade Cole@JadeCole2112

@TheOneButlerian @EricNewcomer This is one of the things I am hearing about is people are trying to cobble these models together to get something that works, and everyone's experience seems to be different.

Probabilistic vs. deterministic.

23hViews 16Likes 3Bookmarks 1
Leslie Feinzaig@LeslieFeinzaig

@EricNewcomer Will never forget the day in negotiations class where we learned about maximizers vs. satisficers. TL;DR, even when maximizers have a higher marginal return, satisficers live a much happier life!

22hViews 276Likes 2
Ken Wattana@KenWattana

@EricNewcomer The second best one for everything

21hViews 191Likes 2
Ken Yeung@thekenyeung

@EricNewcomer I've been wondering this for so long. Why would I choose Gemini, Copilot, ChatGPT, Claude, etc., beyond brand recognition?

1dViews 175Likes 1
Kevin Smith@kevin_smith51

@EricNewcomer Need a capability router! Building this in public @modelmeld

https://github.com/modelmeld/modelmeld

18hViews 35Likes 2
Paweł Gołąb@PawelGolab

@EricNewcomer I think this will be a skill really needed in the future. Select the appropriate models and tools to minimize costs and maximize quality.

23hViews 89Likes 1
saburo@jskoiz

@EricNewcomer Stick to whatever the latest @OpenAI release is and you’re set. Not complicated at all.

No sense in chasing myths and fables.

21hViews 75Likes 1
The Independent Wolf@_theindiewolf

@Jason @EricNewcomer @perplexity_ai @AravSrinivas Who even uses perplexity?

18hViews 199

@EricNewcomer Eventually this gets abstracted away - right now it’s like using an iPhone that doesn’t know when to use WiFi, cell, the camera or mic and you have to tell it which one every time.

23hViews 156
Ameya@ameyaaii9dc

@EricNewcomer I feel like it’s just dependent on your needs and it’s subjective. It just depends on which products you prefer from the big ai companies.

22hViews 43Likes 1
Sangy@sangeetparasha1

@EricNewcomer that's too much thinking 4.8 opus for everything, get 3 max pro subs and never run out of credits 😅

21hViews 32Likes 1

@EricNewcomer Nobody asks which database their app is using. AI model selection should get to that same place eventually.

23hViews 30Likes 1
Heather@HeatherRasley

@EricNewcomer Genuinely the answer is probably the faster and cheaper one

1dViews 75
clay@deforestpeg

@EricNewcomer the fatigue is real but the unlock is that for most tasks the model barely matters. pick one default, use it for everything, only switch on the long hard multi step stuff. the per task optimizing costs more time than it saves

20hViews 67
Roe Jogan@deeyodoubleg

@Jason @EricNewcomer @perplexity_ai @AravSrinivas @Jason bro, do you have a stake in the ASS company?

ASS = Aravind SrinivaS

16hViews 53
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