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Integrate Corolair into your platform, boosting engagement for better learner mastery, while providing trainers with actionable insights.

Integrate Corolair into your platform, boosting engagement for better learner mastery, while providing trainers with actionable insights.

Integrate Corolair into your platform, boosting engagement for better learner mastery, while providing trainers with actionable insights.

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Financial Statement Analysis - CFA Level I

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Financial Statement Analysis - CFA Program Level I

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Financial Statement Analysis - CFA Program Level I

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Financial Statement Analysis - CFA Program Level I

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Financial Statement Analysis - CFA Program Level I

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Copilot For Learning

Copilot For Learning

Corolair is an AI Assistant for trainers and instructional designers, that turns into a personalised Tutor for learners.

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Cryptocurrency 101

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Source: Bitcoin Whitepaper

Introduction


Commerce on the Internet has come to rely almost exclusively on financial institutions serving as trusted third parties to process electronic payments. While the system works well enough for most transactions, it still suffers from the inherent weaknesses of the trust based model. Completely non-reversible transactions are not really possible, since financial institutions cannot avoid mediating disputes. The cost of mediation increases transaction costs, limiting the minimum practical transaction size and cutting off the possibility for small casual transactions, and there is a broader cost in the loss of ability to make non-reversible payments for nonreversible services. With the possibility of reversal, the need for trust spreads. Merchants must be wary of their customers, hassling them for more information than they would otherwise need. A certain percentage of fraud is accepted as unavoidable. These costs and payment uncertainties can be avoided in person by using physical currency, but no mechanism exists to make payments over a communications channel without a trusted party.

What is needed is an electronic payment system based on cryptographic proof instead of trust, allowing any two willing parties to transact directly with each other without the need for a trusted third party. Transactions that are computationally impractical to reverse would protect sellers from fraud, and routine escrow mechanisms could easily be implemented to protect buyers. In this paper, we propose a solution to the double-spending problem using a peer-to-peer distributed timestamp server to generate computational proof of the chronological order of transactions. The system is secure as long as honest nodes collectively control more CPU power than any cooperating group of attacker nodes.


Transactions

We define an electronic coin as a chain of digital signatures. Each owner transfers the coin to the next by digitally signing a hash of the previous transaction and the public key of the next owner and adding these to the end of the coin. A payee can verify the signatures to verify the chain of ownership.

The problem of course is the payee can't verify that one of the owners did not double-spend the coin. A common solution is to introduce a trusted central authority, or mint, that checks every transaction for double spending. After each transaction, the coin must be returned to the mint to issue a new coin, and only coins issued directly from the mint are trusted not to be double-spent. The problem with this solution is that the fate of the entire money system depends on the company running the mint, with every transaction having to go through them, just like a bank.

We need a way for the payee to know that the previous owners did not sign any earlier transactions. For our purposes, the earliest transaction is the one that counts, so we don't care about later attempts to double-spend. The only way to confirm the absence of a transaction is to be aware of all transactions. In the mint based model, the mint was aware of all transactions and decided which arrived first. To accomplish this without a trusted party, transactions must be publicly announced [1], and we need a system for participants to agree on a single history of the order in which they were received. The payee needs proof that at the time of each transaction, the majority of nodes agreed it was the first received.


3. Timestamp


Server The solution we propose begins with a timestamp server. A timestamp server works by taking a hash of a block of items to be timestamped and widely publishing the hash, such as in a newspaper or Usenet post [2-5]. The timestamp proves that the data must have existed at the time, obviously, in order to get into the hash. Each timestamp includes the previous timestamp in its hash, forming a chain, with each additional timestamp reinforcing the ones before it.


4. Proof-of-Work


To implement a distributed timestamp server on a peer-to-peer basis, we will need to use a proofof-work system similar to Adam Back's Hashcash [6], rather than newspaper or Usenet posts. The proof-of-work involves scanning for a value that when hashed, such as with SHA-256, the hash begins with a number of zero bits. The average work required is exponential in the number of zero bits required and can be verified by executing a single hash.

For our timestamp network, we implement the proof-of-work by incrementing a nonce in the block until a value is found that gives the block's hash the required zero bits. Once the CPU effort has been expended to make it satisfy the proof-of-work, the block cannot be changed without redoing the work. As later blocks are chained after it, the work to change the block would include redoing all the blocks after it.


The proof-of-work also solves the problem of determining representation in majority decision making. If the majority were based on one-IP-address-one-vote, it could be subverted by anyone able to allocate many IPs. Proof-of-work is essentially one-CPU-one-vote. The majority decision is represented by the longest chain, which has the greatest proof-of-work effort invested in it. If a majority of CPU power is controlled by honest nodes, the honest chain will grow the fastest and outpace any competing chains. To modify a past block, an attacker would have to redo the proof-of-work of the block and all blocks after it and then catch up with and surpass the work of the honest nodes. We will show later that the probability of a slower attacker catching up diminishes exponentially as subsequent blocks are added.

To compensate for increasing hardware speed and varying interest in running nodes over time, the proof-of-work difficulty is determined by a moving average targeting an average number of blocks per hour. If they're generated too fast, the difficulty increases.


AI Assistant

Teaching Assistant

Generate Quizzes, flashcards and lesson plans based on your course material and use them directly within the tutor.

Highlights

Ability to generate and modify evaluations and lesson plans

Seamlessly integrate them into the tutor experience

Configurable parameters tailored to your specific vertical

C. Recording and verifying transactions

C. Recording and verifying transactions

C. Recording and verifying transactions

Analytics

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Actionable data to refine your course material and point out the concepts that your learners missed.

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Dedicated dashboard for each Tutor

Identify learners struggling with specific concepts

Pinpoint commonly missed topics or questions

Welcome Alex!

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All copilots

Last week

Sessions with tutors

312

8%

Number of interactions

300

200

100

0

W1

W2

W3

W4

W5

W6

W

34 min

4%

Average session

30

20

10

0

W1

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W

Most active learners

by number of interactions

Kiara

53

1

Georges

42

2

Marie

38

3

Quizzes statistics

34

30%

Quizzes completed

30

20

10

0

W1

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W3

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W

8

20%

Abandoned quizzes

10

5

0

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Quiz top performers

by correct answers

Pauline

98%

1

Maurice

95%

2

Pierre

93%

3

Powerful integration

Integrations

Seamless: both your instructors and learners can access the tutor without ever having to leave your platform

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Effortless LTI integration with any LMS

Fully compatible with any platform you use

Granular access control options

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Corolair is an AI platform built only for learning.

Personalize

Personalize the learning experience

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Focus on what you do best: teaching.

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Virtual conversations to real actions

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Providing Immersive and Insightful Learning Experience

Corolair is an AI platform built only for learning.

Blended Learning

Get the all-in-one teaching, assessment, and review platform. Your learners will finally be happy to use your LMS.

E-Learning

Be closer to your learners by providing a more active way to learn complementary to your bootcamp.

Continuing Education

Engage adult learners with a more interactive learning experience.

AI For Learning

Start Your Learning Journey with Corolair

Corolair is an AI Assistant for trainers and instructors, that turns into a personalised Tutor for learners.

AI For Learning

Start Your Learning Journey with Corolair

Corolair is an AI Assistant for trainers and instructors, that turns into a personalised Tutor for learners.

AI For Learning

Start Your Learning Journey with Corolair

Corolair is an AI Assistant for trainers and instructors, that turns into a personalised Tutor for learners.

© 2023 Corolair. All rights reserved.

© 2023 Corolair. All rights reserved.

© 2023 Corolair. All rights reserved.