2.9->3.6+0.7
AskSia walked through every LP simplex tableau on my optimization problem set with the entering and leaving variables labeled. Saved my midterm.
AskSia for Optimization2000+ universities
Optimization AI: Convex problems
that prove optimal.
AskSia walks convex optimization, runs non-convex methods, and handles stochastic optimization. Built for Boyd's EE364 (Stanford), MIT 6.255, CMU 10-725, and the OR/ML optimization track. Web, mobile, LMS extension, desktop.
+0.6 GPA in one term
average among weekly active users - 92% report better grades within 30 days
4.9 / 5 - 2M+ college students - 2000+ universities worldwide
Hi there - what are we studying today?
Sia is ready - 2M+ college students online
Or jump straight to
Quick Answer
Can AI help with Optimization?
AskSia is the Optimization AI for university students taking optimization. Members report an average +0.6 GPA increase in one term. AskSia handles optimization lecture transcription, multi-document Q&A across Linear Programming, Integer Programming, Convex Optimization, Nonlinear Optimization, Stochastic Optimization, OR Capstone, a 98%-accurate optimization homework solver with worked diagrams, study guides built on the AskSia-Method, visual concept maps, FSRS flashcards calibrated for optimization, adaptive Mock Exam quizzes, an AI essay writer with citations, and an AI-text detector. Surfaced across web, mobile (iOS/Android), browser extension (Canvas, Blackboard, Brightspace, Moodle, Everytime), and a native desktop agent for Mac and Windows. Used at 2000+ universities globally. Free for college students.
+0.6
avg GPA lift in one term
2M+
college students worldwide
2000+
universities covered
4x
surfaces - everywhere you study
Real outcomes
It's not the gradient.
It's the grade.
Optimization students lose points for one wrong KKT condition, a duality gap that wasn't recognized, or a non-convex method that picked wrong line search. AskSia catches what your TA catches.
3.2->3.8+0.6
For convex optimization I dropped Boyd Vandenberghe chapters into AskSia. Got KKT conditions explained on real problems. Strong duality finally meant something concrete.
3.0->3.7+0.7
The Mock Exam mode generated optimization problems with auto graded feedback. Pointed out a sign error in my dual formulation before the final exam.
Why AskSia
Lecture, problem set, solver,
late-night exam prep.
Phone for a quick KKT check. Laptop in CVXPY or Gurobi. Extension pulling Boyd-Vandenberghe. Desktop agent over your optimization at 2am. One optimization library, four surfaces.
Web App
Where convexity meets algorithms
Drag Boyd-Vandenberghe, Nocedal-Wright, your problem sets, and your professor's slides in. AskSia walks convex optimization, runs non-convex methods, handles stochastic optimization across all 100 files.
Multi-doc Q&A across optimization readings with page-level citations
Convert any optimization source to Note, Map, Cards, Quiz
Real-time collaboration on shared optimization maps
Mobile App
Optimization review on the bus
iOS and Android. Photograph an optimization problem, a gradient calculation, or your handwritten KKT analysis. AskSia returns the worked solution with conditions justified.
Snap-and-solve any optimization problem
Live optimization lecture record, transcribe, translate
Daily optimization spaced-repetition review queue
Browser Extension
Optimization course materials, synced
The Chrome extension adds a Sync button on Canvas, Blackboard, Brightspace, Moodle. Your optimization syllabus, problem sets, solver licenses pull into one library.
Works with all 5 major university LMSs
Read-only, never writes to your LMS
Optimization module structure preserved, folders auto-built
Desktop Study Agent
Cmd+Space over CVXPY, Gurobi, or Python
Native macOS and Windows. AskSia summons over CVXPY, Gurobi, Python (scipy.optimize), your Boyd-Vandenberghe PDF, or your problem set. Reads selection and returns optimization analysis.
Global hotkey while studying optimization
Reads your optimization selection, screenshot, clipboard
Works offline after first launch
Everything in one place
12 study tools built
for college optimization.
Stop juggling CVXPY for convex, Gurobi for MIP, ChatGPT for KKT (that drops complementary slackness), and your TA's office hours. AskSia is one workspace.
Optimization lecture transcription
Record your optimization lecture. 40+ languages, sub-100ms latency, optimization notation preserved.
OpenOptimization multi-textbook Q&A
Drop Boyd-Vandenberghe, Nocedal-Wright, your problem sets, and 80 papers. Ask 'why does this problem satisfy Slater's condition' and AskSia answers with cited proof.
OpenConvex optimization walker
Walks convex sets and functions, KKT conditions, duality theory, and standard convex solvers. Strong on Stanford EE364 patterns.
OpenYouTube to optimization notes
Paste any Stephen Boyd lecture, Stanford EE364, or CMU 10-725 URL. AskSia transcribes, chapterizes, pulls the worked examples into a clean note.
OpenOptimization Mock Exam mode
Adaptive practice for optimization coursework and ML/OR-track optimization. Auto-graded with rationale.
OpenSia Note for optimization chapters
Turns Boyd-Vandenberghe chapter on duality into one note: principle, dual problem, KKT conditions, worked example, common pitfall.
OpenCVXPY and Gurobi code reviewer
Reads CVXPY, Gurobi, scipy.optimize code line by line. Flags non-convex formulations, missing constraints, and convergence issues.
OpenOptimization flashcards · FSRS
Auto-built decks: convex set/function tests, KKT conditions, solver algorithms, stochastic methods. FSRS spacing tuned to your exam.
OpenOptimization concept map
The whole curriculum as a navigable tree from LP through stochastic optimization. Each concept linked back to Boyd-Vandenberghe page.
OpenAI tutor for optimization
Voice-first or text. Walk through KKT three different ways, drill duality, or explain why convexity makes optimization tractable.
OpenAskSia Library
Trained on real coursework at
the world's top universities.
Browse by university, subject, or course. Every entry maps to curated study patterns for that program.
Showing 16 of 2000+ universitiesBrowse all universities
Showing 12 of 500+ popular courses
Compare
AskSia vs. ChatGPT, Quizlet,
Khan, Course Hero.
Other tools solve one slice of college. AskSia is the integrated workspace built specifically for your GPA.
| Feature | AskSia | ChatGPT | Quizlet | Course Hero / Khan |
|---|---|---|---|---|
| Built specifically for college coursework | Yes - 2000+ universities | General-purpose | User decks only | Crowd uploads / K-12 |
| Lecture transcribe + translate | Yes - Real-time, 40+ languages | No | No | No |
| 98%-accurate homework solver with diagrams | Yes - Step-by-step + visual | ~70-85%, hallucinates | No | Manual hints |
| Multi-document Q&A | Yes - 100 files, page-cited answers | ~10-20 files | No | No |
| FSRS spaced-repetition flashcards | Yes - Auto-built, 6 types | No | Manual | No |
| Adaptive Mock Exam | Yes - Auto-graded FRQ | No | No | SAT only |
| Browser extension for LMS pages | Yes - Canvas, Blackboard, Moodle | No | No | No |
| Native desktop agent | Yes - Global hotkey | Web wrapper | No | No |
| iOS & Android mobile apps | Yes - Snap-and-solve | Yes | Yes | Yes |
| Reported GPA improvement | Yes - +0.6 avg in one term | Not measured | Not measured | Not measured |
| Free for college students | Yes - No card required | Limited | Limited | Paid unlocks |
FAQ
Frequently asked
questions.
Can AskSia walk convex optimization?
Yes. AskSia walks convex sets and functions, KKT conditions, duality theory, and convex solvers (CVXPY) with proper rigor.
Does AskSia handle KKT conditions?
Yes. AskSia walks KKT conditions (stationarity, primal feasibility, dual feasibility, complementary slackness) with proper application.
Will AskSia help with non-convex optimization?
Yes. AskSia walks non-convex methods: gradient descent variants, momentum, line search, trust region methods.
Can AskSia handle stochastic optimization?
Yes. AskSia walks SGD, mini-batch SGD, Adam, RMSprop with proper convergence framing.
Is AskSia free for optimization students?
Yes, AskSia is free for optimization students to start, no credit card required. Free includes daily generation across all tools, unlimited library access, and the browser extension. AskSia Pro and Super unlock unlimited generation, full Mock Exam mode, free-response auto-grading at scale, priority models, and unlimited transcription minutes.
Which platforms does AskSia run on?
Four surfaces, all syncing in real time: (1) Web app at asksia.ai, (2) iOS and Android mobile apps, (3) Browser extension for Chrome, Edge, Brave, and other Chromium browsers, which adds Sync to AskSia on Canvas, Blackboard, Brightspace, Moodle, and Everytime, (4) Native desktop agent for macOS and Windows.
Does AskSia handle ML optimization?
Yes. AskSia walks neural network optimization with proper backprop and gradient analysis.
Can AskSia help with Boyd's EE364?
Yes. AskSia walks Stanford EE364 problem set patterns with proper Boyd-Vandenberghe framing.
Is AskSia OK for optimization coursework?
Yes. AskSia walks optimization with proper formulation. The AI detector verifies term papers read as your own work.
Start Today
Convex. KKT. Duality. Optimal.
Join the optimization students at Stanford EE364, MIT 6.255, CMU 10-725, and 1500+ programs with AskSia. Free to start.
From the AskSia study library
Study resources by university and exam
Course guides, shared notes and exam prep written for specific subjects. Start with your institution or your exam.
Study picksCourse SupportShared materials and discussions organised by subject.Browse by universityScore goalsStandardized ExamsStudy materials, shared notes and discussions for major exams.Browse by exam
AUAustralia
University of Sydney study resourcesUniversity of Melbourne study resourcesMonash University study resourcesUNSW Sydney study resourcesUniversity of Technology Sydney study resourcesUniversity of Adelaide study resourcesAustralian National University study resourcesRMIT University study resourcesGriffith University study resourcesFlinders University study resourcesQueensland University of Technology study resourcesUniversity of Newcastle study resourcesMacquarie University study resourcesUniversity of Queensland study resourcesCharles Sturt University study resourcesVictoria University study resources
Let's Get in Touch
