Multiparty computation (MPC) technology involves splitting private keys into segments and distributing them between different parties. Most commonly, the client holds one key segment, and the MPC provider holds another. The aim is to improve security by ensuring that no party has full control over any given transaction, which can only be executed if both parties provide their key segments.
MPC service providers usually present their technology as something that merely helps to secure transactions.
It’s sold under the premise of: “We keep half a key, you keep the other half, but you are the boss — only you decide when and where to transfer your funds. You can also pull all your funds from our account whenever you want.” But in reality, that isn’t exactly the case. MPC service providers act as middlemen whose approval is needed for a transaction to be executed.
In this sense, MPC providers are playing a near-identical role to banks, banks can freeze funds and even confiscate them. However, the issue is that such backdoors also exist in MPC providers. In light of the responsibility they hold for customer’s funds as a third party, it’s evident that MPC providers offer a backdoor for regulatory intervention. Ultimately, this means that MPC companies could play the same role as banks. If a legal authority demands an MPC service provider to stop a transaction, it will be compelled to do so.
MPC is a regulated, fee-centric model that is almost an exact replica of today’s banking system
https://cointelegraph.com/news/multiparty-computation-the-trojan-horse-of-crypto-regulationTo know more about Multiparty computation
https://cointelegraph.com/explained/secure-encryption-key-management-modules-explained
We should not be deceived, MPC will only just be a way our privacy will be compromised, it is better we make use of reputed noncustodial wallets like ledger nano, trezor to save our bitcoin, storing the private key or seed phrase in a place it can not be attacked by hackers or damages. But, if we are still looking forward to ways you want to store your bitcoin in a way similar to the principles MPC is using, it is best to go for
multisignature wallet, if you read about multisignature wallet, there are many chances you will be able not to lost your bitcoin by having M of N private keys to sign a transaction, another noncustodial way is
Sharmir's secret sharing which can also be helpful. The only reason some people or organization may not want to use multisig which is absolutely recommend is because of its high transactions fee, but let us hope the recent BIP(340-342) which are schnorr signature, taproot and tapscript which is finalized already will be implemented into bitcoin core very soon as more mining pools agreeing to upgrade. If these proposals are implemented into bitcoin core, that is the dawning of multisig transactions to be indistinguishable from single wallet transactions, and the issue of fee is solved.