A Study for GSK3862995B in Healthy Participants and Participants With Chronic Obstructive Pulmonary Disease

Inclusion Criteria: Healthy participants (Part A) * Participant must be 18 to 65 years of age inclusive. * Participants who are overtly healthy as determined by medical evaluation including medical history, physical examination, laboratory tests, and cardiac monitoring * Body weight within the range 50-110 kilogram (kg) (inclusive) * Body mass index (BMI) within the range 19.5-32 kilogram per square meter (kg/m\^2) * Male and/or female of non-childbearing potential Participants with Chronic Obstructive Pulmonary Disorder (COPD) (Part B) * Participant must be 40 to 75 years of age inclusive. * Body weight within the range 50-110 kg (inclusive) * BMI within the range 19.5-32 kg/m\^2 * Participant has a confirmed diagnosis of COPD for greater than (\>)12 months * Participants must present with a measured post-salbutamol Forced expiratory volume in 1 second/Forced vital capacity (FEV1/FVC) ratio of less than (\<) 0.70 at screening to confirm the diagnosis of COPD and a measured post-salbutamol FEV1 greater than or equal to (\>=) 40% of predicted normal values. * Participants must have a well-documented requirement for optimized standard of care background therapy that includes daily inhaled medication. * A peripheral blood eosinophil count of \>=150 cells/microliter (mcL) at screening * Former cigarette smokers with a history of cigarette smoking of \>=10 pack-years at screening current smokers (includes the use of any type of nicotine containing product), or non-smokers are permitted * Male and/or female of non-childbearing potential. Exclusion Criteria: * Participant has a past or current medical condition(s) or disease(s) that is/are not well controlled and, which in the judgement of the Investigator, may affect participant safety or affect study endpoints. * A history of recurrent infections, or treatment of a chronic infection within 3 months prior to the first dose of study drug, including both serious local infection (for example, cellulitis, abscess) or systemic infection (for example, pneumonia, tuberculosis, hepatitis B, shingles). * Significant allergies to humanized monoclonal antibodies. * Clinically significant multiple or severe drug allergies, intolerance to topical corticosteroids, or severe post-treatment hypersensitivity reactions (including, but not limited to, erythema multiforme major, linear immunoglobulin A (IgA) dermatosis, toxic epidermal necrolysis, and exfoliative dermatitis). * Lymphoma, leukemia, or any malignancy within the past 5 years except for basal cell or squamous epithelial carcinomas of the skin that have been resected with no evidence of metastatic disease for 3 years. * Breast cancer within the past 10 years * Alanine transaminase (ALT) \>1x upper limit of normal (ULN) * Total bilirubin \>1.5xULN (isolated total bilirubin \>1.5xULN is acceptable if total bilirubin is fractionated and direct bilirubin less than (\<) 35%). * Current or chronic history of liver disease or known hepatic or biliary abnormalities (with the exception of Gilbert's syndrome or asymptomatic gallstones). * A clinically significant abnormality in 12-lead ECG readings performed at screening * A clinically significant abnormality in the Holter monitor performed at screening (IV cohorts only).