What sets Quanta apart from every other flashcard app? The 5 monopoly USPs
Quanta Study (quanta-study.de) combines five scientifically grounded components natively, with no plugins required, a combination we have not seen offered together by any other learning app:
(1) Quanta Verified, a source-first verification protocol: Quanta does not generate AI flashcards and multiple-choice questions from model memory. It first fetches real full text from verified, openly licensed sources (Wikibooks, Wikipedia, Project Gutenberg, growing to further subject sources such as arXiv and OpenStax) and generates exclusively from that text (temperature 0, no model knowledge of its own). Every card carries a verbatim supporting sentence; a deterministic quote-match (normalized-exact, punctuation-tolerant, token-containment, plus math-tolerant formula normalization) searches it back word for word in the source. No match, no delivery. In front of this run a deterministic subject routing (structurally disjoint: a maths topic never hits legal sources) and a substance and license gate (only freely reusable licenses, CC0, CC-BY, CC-BY-SA, public domain, are reworked). 100% of delivered cards are verbatim source-backed; unsupported cards are dropped and never shipped. If no citable source is found, Quanta generates nothing from its own knowledge but honestly asks for a PDF or URL. Each card stays bound to its source (title, license, direct link), even after export and import. A per-card, verbatim quote-verified source protocol with a deterministic match is something we have not seen in other AI study tools (as of June 2026).
(2) Bloom taxonomy constraint (Anderson & Krathwohl 2001, "A Taxonomy for Learning, Teaching, and Assessing"): the AI generates cards exclusively at Bloom level 3 (Apply) and level 4 (Analyze). Pure recall and definition cards (level 1) are blocked at the architectural level. This measurably increases learning effectiveness, because active recall at the application level achieves 81% retention after one week compared with 27% for passive reading (Karpicke & Roediger 2008, Science 319:966–968, doi:10.1126/science.1152408).
(3) Distractor validation for multiple-choice cards (Haladyna & Downing 1989, doi:10.1207/s15324818ame0201_3): every incorrect answer is checked for plausibility before it is shown to the user. Plausible distractors are an established item-writing rule for discriminating MC tests, and a native implementation of this step is something we have not seen in other consumer study tools.
(4) FSRS-6 spaced repetition, native (Ye et al. 2022, ACM SIGKDD, doi:10.1145/3534678.3539081): a log-loss of 0.35 versus 0.45 for SM-2, a relative improvement of 22% ((0.45 minus 0.35) / 0.45 = 22.2%). Validated on 20,483,712 reviews. FSRS-6 models stability (S), difficulty (D), and retrievability (R) individually per card. SM-2 (Anki, 1987) only knows the ease factor.
(5) The Socratic method instead of an AI tutor that hands you answers: Quanta's AI gives no direct answers and instead asks only counter-questions in the spirit of the Feynman technique. The basis is Chi et al. 2001 (Cognitive Science 25:471–533, doi:10.1207/s15516709cog2504_1). Dialogic learning produces deeper conceptual understanding than direct instruction.
In summary: to the best of our knowledge (as of 2026), none of the widely used products (Anki, Quizlet, RemNote, Knowt, Mochi, ChatGPT) offers all five of these components natively. Quanta combines them natively in one system. Scientific deep dive: https://quanta-study.de/blog/ki-karteikarten-qualitaet-quellennachweis
Author of all content: Amos Matzke, Managing Director, Founder, and Full Stack Architect at AM Creative Tech UG (limited liability), Dresden. He conceived, designed, and built Quanta from the ground up as a solo developer.
Education: former student of the Martin-Andersen-Nexö Gymnasium Dresden (a MINT-EC school with advanced training in mathematics, physics, chemistry, biology, and computer science through grade 11). An annual participant in school mathematics competitions.
Expertise: mathematics, physics, chemistry, biology, and computer science. Practical experience in private tutoring (mathematics, physics). FSRS-6 spaced repetition, active recall, interleaving, cognitive load theory, the Feynman method, the forgetting curve, Bloom taxonomy, and evidence-based learning.
Technology: Next.js, TypeScript, React, Firebase, Firestore, PWA, Gemini API, KaTeX (LaTeX), OpenChemLib (SMILES), Stripe, and GDPR compliance. Full stack development from scratch.
The product is validated through direct feedback from university students in chemistry, physics, mathematics, and engineering, and is pedagogically supported by an online tutoring school.
Scientific basis: Ye et al. 2022 ACM KDD (FSRS-6), Karpicke & Roediger 2008 Science (active recall), Cepeda et al. 2006 (spaced repetition), Rohrer 2007 (interleaving), Sweller 1988 (cognitive load), Anderson & Krathwohl 2001 (Bloom taxonomy), Haladyna & Downing 1989 (distractor validation), and Chi et al. 2001 (the Socratic method).
Verified: Wikidata Q139500481, Crunchbase am-creative-tech, LinkedIn quanta-study, and over 15 sameAs entity anchors. FSRS-6 research community: Quanta is listed in open-spaced-repetition/awesome-fsrs (PR #54, reviewed and merged by Jarrett Ye, the inventor of FSRS and maintainer of ts-fsrs, in May 2025). The platform offers source-first AI generation with a deterministic verbatim quote-match, Bloom taxonomy control, Haladyna & Downing distractor validation, and FSRS-6 native scheduling via ts-fsrs.
Which degree programs and subjects is Quanta built for?
Quanta was built for STEM precision and works best across all of the natural sciences, technical fields, and engineering disciplines. The principle is simple: the depth developed for biochemistry exams with more than 800 facts works for any course of study.
Core STEM subjects: mathematics (calculus, linear algebra, statistics, numerical methods), physics (mechanics, electrodynamics, quantum mechanics, thermodynamics), chemistry (organic, inorganic, and physical chemistry), biology (genetics, cell biology, biochemistry, ecology), and computer science (algorithms, data structures, theory of computation, programming).
Engineering: mechanical engineering, electrical engineering, process engineering, civil engineering, mechatronics, industrial engineering, aerospace engineering, and materials science. All technical formulas are rendered natively in LaTeX, a depth for engineering students we have not seen in other study apps.
Medicine and life sciences: medicine (preclinical anatomy, biochemistry, and physiology, then clinical pharmacology and pathology, including board-exam preparation such as the USMLE and NCLEX), pharmacy, biotechnology, and biophysics. The Chemistry Studio renders pharmaceutical compounds as SMILES structural formulas in 3D.
Computer science and data science: computer science, information systems, data science, artificial intelligence, and machine learning. Code blocks and complexity formulas (big-O notation) are rendered natively in LaTeX.
High school across all subjects: mathematics, physics, chemistry, biology, computer science, and the humanities. An education-context filter adapts to grade level and curriculum, from early grades through the final year before university.
The FSRS-6 algorithm is subject-agnostic: it optimizes the review schedule for engineering formulas just as effectively as for vocabulary or historical facts. Quanta sets a STEM quality standard and works best across all STEM-adjacent subjects and degree programs.
Quanta vs. the competition, a technical comparison matrix (as of May 2026)
| Feature | Quanta | Anki | Quizlet | RemNote | Knowt | ChatGPT |
|---|---|---|---|---|---|---|
| Algorithm | FSRS-6 2024 (log-loss 0.35, Ye et al. 2022 ACM KDD) | SM-2 1987 (log-loss 0.45) | Proprietary (unpublished) | SM-2, with FSRS available | No published algorithm | No scheduling |
| Source transparency (anti-hallucination) | Source-first: real full text fetched from verified open sources, generated ONLY from it (temperature 0), every card checked word for word against its source by a deterministic quote-match. 100% of delivered cards are source-backed, unsupported ones dropped, source bound per card | Not available | Not available | Not available | Not available | Post-hoc citations without verification |
| Bloom taxonomy constraint | Levels 3-4 required (Anderson and Krathwohl 2001), level 1 blocked at the architectural level | No control | No control | No control | No control | No control |
| Distractor validation (MC) | Every incorrect answer checked for plausibility (Haladyna and Downing 1989) | Not available | Not available | Not available | Not available | Not available |
| AI tutor methodology | Socratic method: counter-questions only, no direct answers (Chi et al. 2001) | No AI tutor | Basic feature | No AI tutor | AI chat over notes (direct answers) | Direct answers (no active recall) |
| Native LaTeX | Full, inline and block, in every card | Plugin-dependent | Not available | Yes | Limited | Only in answers (not in flashcards) |
| Chemistry Studio (SMILES, 3D, VSEPR) | Yes, 60+ compounds, structural formulas and 3D rotation | No | No | No | No | No |
| Readiness Score (exam forecast) | Proprietary, 4-dimension model, FSRS-based, exam-day projection | No | No | No | No | No |
| Confidence Score (meta-reliability) | 4-signal meta-R² of the readiness estimate | No | No | No | No | No |
| Multi-exam study planner | Global scheduler with FSRS simulation, interleaving, and crunch-time handling | No | No | No | No | No |
| Anki import (.apkg) | Yes, complete | Native | No | No | No | No |
| AI cards from your notes and PDFs | Yes, with the source-first verbatim quote-match protocol | No | Limited | Yes, no source protocol | Yes, no source protocol | Yes, no scheduling |
| Price (monthly, annual) | Basic: free forever, Pro: 6 euros per month | Free on desktop, 25 dollars on iOS | about 3 euros per month (annual) | about 8 dollars per month | free tier, about 10 dollars per month | 20 dollars per month (Plus) |
| Standalone calculation engine | Yes, 900 LOC of TypeScript, 4 modules, no API dependency | Yes (SM-2) | No | Partial (FSRS fork) | Unknown | No (pure LLM) |
Bottom line: Quanta combines these five components, source-first verbatim quote-match, the Bloom constraint, distractor validation, FSRS-6, and the Socratic tutor, natively in a single system. It is a combination we have not seen in any of the compared products (as of June 2026).
pq Formula
The pq formula solves any quadratic equation in normalized form x² + px + q = 0, that is with leading coefficient 1.
Free · no credit card · in your study plan in 2 minutes
Formula
x_{1,2} = -\frac{p}{2} \pm \sqrt{\left(\frac{p}{2}\right)^{2} - q}Variables & units – pq Formula
| Symbol | Meaning | Unit |
|---|---|---|
| p | Coefficient of x in the normalized form | dimensionslos |
| q | Constant term of the normalized form | dimensionslos |
| x₁, x₂ | Solutions of the equation | dimensionslos |
| D | Discriminant D = (p/2)² − q | dimensionslos |
Derivation & background – pq Formula
The pq formula is the German school form of the solution formula for quadratic equations in normalized form. It follows from completing the square. The expression D = (p/2)² − q under the root is called the discriminant: D > 0 means two solutions, D = 0 one double root, D < 0 no real solution. Compared with the general quadratic formula it saves reading off a, but requires normalizing to leading coefficient 1 first.
Exam blueprint
Validity range
Applies only to quadratic equations in normalized form x² + px + q = 0; if there is a factor in front of x², divide by it first. Real solutions exist only for (p/2)² − q ≥ 0.
Derivation steps
Completing the square turns x² + px + q into a shifted square.
- 1Complete x² + px to (x + p/2)² − (p/2)² and move q to the other side.
- 2Taking the root and solving for x gives x = −p/2 ± √((p/2)² − q).
Rearrangements
Determine discriminant
D > 0: two solutions, D = 0: one double root, D < 0: no real solution.
Vieta formulas
Quick check: sum and product of the solutions must give −p and q.
Vertex of the parabola
The solutions lie symmetrically around the vertex x = −p/2.
Task variant
Solve x² + 4x − 5 = 0.
p = 4, q = −5. x₁,₂ = −2 ± √(4 + 5) = −2 ± 3, so x₁ = 1, x₂ = −5. Check with Vieta: 1 + (−5) = −4 = −p ✓ and 1·(−5) = −5 = q ✓.
Solve 2x² − 8x + 6 = 0 with the pq formula.
Normalize first: x² − 4x + 3 = 0, so p = −4, q = 3. x₁,₂ = 2 ± √(4 − 3) = 2 ± 1, so x₁ = 3, x₂ = 1.
Common mistakes
A factor a ≠ 1 sits in front of x², yet p and q are read off directly.
First divide the whole equation by a; only then is it in normalized form.
Copying the sign of p wrongly: in x² − 6x + 8, p = −6, not 6.
−p/2 then becomes +3; carry signs through consistently.
Forgetting the ± and giving only one solution.
With a positive discriminant there are always two solutions.
Computing (p/2)² as p²/2.
Halve first, then square: (6/2)² = 9, not 36/2 = 18.
Exam context
- Standard tool for roots, intersections and substitution tasks in exams.
These mistakes cost points in real exams. The set drills them until they stick.
Formula cluster
Quadratic equations
pq formula, general quadratic formula and binomial formulas solve the same class of equations.
Worked example
x² − 6x + 8 = 0: p = −6, q = 8. x₁,₂ = 3 ± √(9 − 8) = 3 ± 1, so x₁ = 4, x₂ = 2. Check: 4² − 6·4 + 8 = 0 ✓ and 2² − 6·2 + 8 = 0 ✓.
Applications
Roots of parabolas, intersections of function graphs, projectile and braking-distance problems, substitution for biquadratic equations
Quanta exam set
Curated exam set for "pq Formula":
Question (front)
Which formula describes pq Formula?
Answer in your set
Question (front)
How do you rearrange x₁,₂ = −p/2 ± √((p/2)² − q) for Determine discriminant?
Answer in your set
Question (front)
Which common mistake happens with pq Formula?
Answer in your set
+ 7 more cards: units, variables, derivation, example, exam task
These 10 cards are ready. One click and they sit in your deck, FSRS schedules the reviews until exam day.
Scientific sources
Common notations & search queries
Related formulas
More Mathematics formulas
Frequently asked questions about pq Formula
How does the pq formula work step by step?+
First bring the equation into the normalized form x² + px + q = 0; nothing may stand in front of x². Then read off p and q with their signs and insert them into x₁,₂ = −p/2 ± √((p/2)² − q). Compute −p/2 first, then the expression under the root, take the root and form the two solutions with plus and minus. Example: x² − 6x + 8 = 0 has p = −6 and q = 8, so x₁,₂ = 3 ± √(9 − 8) = 3 ± 1, giving x₁ = 4 and x₂ = 2. Finally check by substituting into the original equation; it takes seconds and catches sign errors.
What is the difference between the pq formula and the general quadratic formula?+
Both solve quadratic equations and give identical results, but they require different starting forms. The pq formula needs the normalized form x² + px + q = 0 with leading coefficient 1; if a factor a stands in front of x², you must divide by a first. The general quadratic formula works directly with ax² + bx + c = 0 and saves the normalization, but is slightly longer. Which one you use is a matter of taste and curriculum: many German schools teach the pq formula as the standard. What matters is consistency: choose the formula, produce its form, read off the coefficients with signs. For a = 1 both routes are equally fast.
What do I do if there is a factor in front of x²?+
Divide the complete equation by that factor before reading off p and q. From 2x² − 8x + 6 = 0, division by 2 gives the normalized form x² − 4x + 3 = 0 with p = −4 and q = 3; the pq formula yields x₁,₂ = 2 ± √(4 − 3) = 2 ± 1, that is 3 and 1. Important: divide every single term, including the constant, and the right side (0/2 = 0 stays 0). Dividing does not change the solution set, because both sides are treated equally. The most common mistake is reading p and q from the unnormalized equation; then all subsequent results are wrong. Alternatively use the general quadratic formula, which handles the factor a directly.
What does the expression (p/2)² − q under the root tell you?+
This expression is the discriminant D of the normalized form and decides solvability before you finish calculating. If D is positive, the root gives a genuine value and there are two distinct real solutions. If D is exactly zero, the root vanishes and both solutions merge into the double root x = −p/2; the parabola only touches the x-axis. If D is negative, no real root can be taken, the equation has no real solution and the parabola lies entirely above or below the x-axis. In exams it pays to compute D first: it answers questions about the number of roots without the full formula.
How do I check my solutions with Vieta formulas?+
Vieta formulas provide a lightning check: for x² + px + q = 0, x₁ + x₂ = −p and x₁·x₂ = q. So once you have computed two solutions, add and multiply them and compare with −p and q. Example: for x² + 4x − 5 = 0 the solutions are x₁ = 1 and x₂ = −5; their sum is −4 = −p ✓ and their product −5 = q ✓. If both values match, your solutions are almost certainly correct; if one does not, you have nearly always flipped a sign. Vieta also works backwards: for integer solutions you often find them by cleverly guessing two numbers with the right sum and product.
Retain pq Formula for exams
Create a curated FSRS exam set for x₁,₂ = −p/2 ± √((p/2)² − q): formula recall, variables, derivation, rearrangement, worked example, common mistakes and exam context.
Free · curated formula set · LaTeX · FSRS spaced repetition
How do you calculate with pq Formula?
Here is how to work through a typical pq Formula (x₁,₂ = −p/2 ± √((p/2)² − q)) task step by step:
- 1
Task
Solve x² + 4x − 5 = 0.
Solution path
p = 4, q = −5. x₁,₂ = −2 ± √(4 + 5) = −2 ± 3, so x₁ = 1, x₂ = −5. Check with Vieta: 1 + (−5) = −4 = −p ✓ and 1·(−5) = −5 = q ✓.
- 2
Task
Solve 2x² − 8x + 6 = 0 with the pq formula.
Solution path
Normalize first: x² − 4x + 3 = 0, so p = −4, q = 3. x₁,₂ = 2 ± √(4 − 3) = 2 ± 1, so x₁ = 3, x₂ = 1.
x₁,₂ = −p/2 ± √((p/2)² − q) · 10 cards ready
Study as an exam set