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Am I going the right way with my CS PhD?

BACKGROUND
27 SIGNALSFIRST DETECTED 1 April 2026
Narrative synthesis pending — 27 signals collected.
How the story developed
13 Oct
1.4
18 Sept
14 Sept
PhD branding question [R]
OPINION · WHAT · MachineLearning
19 Jul
Non CSE background -> AI engineer , Need opinion
OPINION · WHAT · ArtificialInteligence
19 Jul
15 Jul
AI/ML Research - What Does it Really Take? [D]
OPINION · WHAT · MachineLearning
17 Jun
Should I accept job offer or do my master's? [D]
OPINION · WHAT · MachineLearning
20 May
Should I accept a PhD offer in NeuroAI [D]
OPINION · WHAT · MachineLearning
8 May
6.1
22 Apr
0.0
1 Apr
6.3
Other feeds and industry voices
19 Oct
AI generates research ideas faster than I can test them. Anyone else? [R]

<!-- SC_OFF --><div class="md"><p>I've been using AI extensively for ML research, and I've noticed a bottleneck: brainstorming research directions and generating smoke run

OPINION · HOW · MachineLearningOPEN STORY
24 Apr
Is the ds/ml slowly being morphed into an AI engineer? [D]

<!-- SC_OFF --><div class="md"><p>Agents are amazing. Harnesses are cool. But the fundamental role of a data scientist is not to use a generalist model in an existing workflow;

OPINION · WHAT · MachineLearningOPEN STORY
4 May
[D]Trying to switch back to AI/ML — what skills are actually in demand right now?[R]

<!-- SC_OFF --><div class="md"><p>I did my B.Tech in AI/ML where I learned core machine learning concepts like model training, evaluation, etc., and also completed an ML

OPINION · WHERE · MachineLearningOPEN STORY
30 Mar
[D] Got my first offer after months of searching — below posted range, contract-to-hire, and worried it may pause my search. Do I take it?

<!-- SC_OFF --><div class="md"><p> I could really use some outside perspective.</p> <p>I’m a senior ML/CV engineer in Canada with about 5–6 years across research and industry.

OPINION · WHAT · MachineLearningOPEN STORY
29 Aug
How important is having an internship to get a good job for ML PhD in USA? [D]

<!-- SC_OFF --><div class="md"><p>Hey everyone, I'm an international student studying in the US. I'm on track to graduate late next year. My research is not exactly ML, it is in

OPINION · HOW · MachineLearningOPEN STORY
31 Mar
AI Project Questions

<!-- SC_OFF --><div class="md"><p>I want to make an AI Project or something, I want to know how realistic it is for me to be able to make my own like chatbot or something. I know

OPINION · WHO · ArtificialInteligenceOPEN STORY
22 Mar
[D] Has industry effectively killed off academic machine learning research in 2026?

<!-- SC_OFF --><div class="md"><p>This wasn't always the case, but now almost any research topic in machine learning that you can imagine is now being done MUCH BETTER in industry

OPINION · HOW · MachineLearningOPEN STORY
10 Apr
Seeking Roadmap to Build a Solid Tech and AI foundation after skimming in Undergrad

<!-- SC_OFF --><div class="md"><p>I have a degree in information technology, but I didn’t focus enough during my undergrad to really grasp technology as a whole. Now, I work in

OPINION · WHAT · ArtificialInteligenceOPEN STORY
Sources
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