<prompt> Hlalosa e ngoe ea lintlha tsa boitšoaro bakeng sa mehlala ea ho ithuta ka mochini.nan  <response>: Instruction in English: Explain one of the ethical considerations for machine learning models. . Response in English: One ethical consideration that is important when developing machine learning models is avoiding bias. Machine learning algorithms are designed to recognize patterns in data and make predictions based on those patterns. However, if the data used to train the model is biased, the resulting predictions may also be biased. Bias can occur in many forms, from the data collection process to the way that data is labeled and processed. For example, if a facial recognition model is trained primarily on images of light-skinned people, it may have difficulty correctly identifying individuals with darker skin tones. Or if a risk assessment model is based on data that is influenced by human biases, such as systemic racism in criminal sentencing, the model may also produce biased results. To ensure that machine learning models are ethical and fair, it is important to carefully consider the data that is used to train them, and to actively work to avoid and mitigate bias. . Response in Sesotho: Taba e ngoe ea melao ea boitšoaro e bohlokoa ha ho etsoa mekhoa ea ho ithuta ka mochini ke ho qoba leeme. Litaolo tsa ho ithuta ka mochini li etselitsoe ho lemoha lipaterone ho data le ho etsa likhakanyo ho latela lipaterone tseo. Leha ho le joalo, haeba lintlha tse sebelisoang ho koetlisa mohlala li leeme, likhakanyo tse hlahisoang li ka na tsa e-ba leeme. Khethollo e ka hlaha ka mefuta e mengata, ho tloha tsebetsong ea ho bokella lintlha ho ea ho tsela eo data e ngotsoeng ka eona le ho sebetsoa. Ka mohlala, haeba mohlala oa ho lemoha sefahleho o koetliselitsoe haholo-holo litšoantšong tsa batho ba letlalo le khanyang, ho ka na ha e-ba le bothata ba ho khetholla batho ba nang le letlalo le lefifi. Kapa haeba mohlala oa tlhahlobo ea kotsi o ipapisitse le lintlha tse susumetsoang ke leeme la batho, joalo ka khethollo ea morabe kahlolong ea botlokotsebe, mohlala ona o ka hlahisa litholoana tse leeme. Ho etsa bonnete ba hore mefuta ea ho ithuta ka mochini e nepahetse ebile e lokile, ho bohlokoa ho nahana ka hloko lintlha tse sebelisoang ho li koetlisa, le ho sebetsa ka mafolofolo ho qoba le ho fokotsa leeme. 