Kyra Wilson, Aylin Caliskan, Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, Nov 13, 2024

The topic of AI-based recruitment and hiring has been discussed here before and research continues apace. This item (13 page PDF), despite the characterization in GeekWire, is a fairly narrow study. It looks at three text-embedding models based on Mistral-7B-v0.1, and tests for gender and racial bias on applications containing name and position only, and name and position and some content (the paper discusses removing the name but does do it). The interesting bit is that intersectional bias (ie., combining gender and race) is not merely a combination of the separate biases; while separate biases exaggerated the discrimination, "intersectional results, on the other hand, do correspond more strongly to real-world discrimination in resume screening." Via Lisa Marie Blaschke, who in turn credits Audrey Watters.

In a society where the noise factor of our lives threatens to drown out the loving Voice of God, learning to listen for that "still, small voice" that tells us who we really are is even more important.

He was numbered among the Seventy. Then, when Judas who betrayed Christ had taken his own life, the disciples (120 men and women) convened to choose one who would take his place among the Twelve. They nominated two, Joseph (called Barsabas or Justus) and Matthias, then cast lots. The lot fell to Matthais, who henceforth was numbered among the Twelve (See Acts ch. 1). Accounts of his Apostolate after this vary. According to some, he preached the Gospel in Ethiopia and met his martyrdom there. According to others, after visiting Ethiopia he returned to Judea, where he was tried and condemned by Ananias the High Priest, and stoned to death, then beheaded.

Much of his story is told in the first chapter of Luke's Gospel. The Synaxarion continues:   'After the birth of Christ, Zacharias plainly declared the virginity of Mary and showed her truly to be the Mother of God; for he appointed her a place in that part of the Temple reserved for the virgins and so brought upon himself the hatred of the priests and levites.   'When John was six months old, Zacharias hid him and his mother in a cave beyond the Jordan because King Herod, hearing of the birth in Bethlehem of the king of the Jews and fearing a rival of his own worldly power, sent soldiers to kill all the male children of Bethlehem. His enemies seized this opportunity to denounce Zacharias to Herod, who had him pursued and put to death within the precinct of the Temple, at the very place the Mother of God abode for a witnes to her virginity. As the Prophet's blood flowed within the sanctuary, it signified the withdrawing of the divine Presence. Priests came to take up his body and they buried him with his fathers. From that moment signs and prodigies occurred in the Temple, indicating that the rites of the Law would soon be abolished. No longer would the priests behold the angels of God, or have the grace of prophecy; no longer would they be able to deliver oracles or enlighten the people upon the dark places of holy Scripture, as they had been wont to do.'

Obadiah's is the shortest prophetic book in the Old Testament. The scriptures tell us little of where or when he lived. Some believe that he is the Obadiah who served as steward of King Ahab's household and, when Jezebel was killing the prophets, hid a hundred of them in a cave and fed them. It is said that this Obadiah later became a disciple of the Prophet Elijah (Elias). His name means "servant of God."

Their wonderful story is told in the Book of Daniel, in which the coming of Christ is prophesied and prefigured in several places. Large portions of the book are missing from the protestant Bible: make every effort to obtain and read the full version. The Song of the Three Youths in the Furnace have become the Seventh and Eight of the Old Testament Odes of the Matins Canon; the Odes are sung in full only in monasteries during Lent. The Three Youths' sojourn in the fiery furnace is prominent in Orthodox hymns and devotions, for their passage through the flames unharmed is a type of the holy Virgin's incorrupt birth-giving: receiving the divine Fire within her womb, she was not consumed but remained ever-virgin.   According to the Synaxarion, Daniel reposed in peace at the age of eighty, two years after the return of the Hebrew people from their captivity in Babylon. The Three Youths also reposed in peace. But St Cyril of Alexandria writes that all of them met a martyr's end, by beheading.   According to tradition these four were among the righteous dead who rose at Christ's Crucifixion and were seen by many (Matthew ch. 27).   The Three Holy Youths were named, in Hebrew, Hananiah, Azariah, and Mishael; the names given above are Greek renderings of the Hebrew names. Their captors also gave them Babylonian names, by which they are also called: Shadrach, Abed-nego, and Meshak, respectively. Daniel was given the Babylonian name Belteshazzar.

His father, Carion the Egyptian, forsook his family to become a monk, taking Zacharias with him. Though very young, Zacharias manifested gifts of grace rarely seen among the elders of Sketis. Abba Moses once asked him, 'What does it mean to be a monk?', to which Zacharias replied by taking off his hat and treading it underfoot, saying 'If a man be not so broken, he cannot be a monk.' After shining as a great light among the holy monks of Scetis, he reposed at a young age.

He was numbered among the Seventy. Then, when Judas who betrayed Christ had taken his own life, the disciples (120 men and women) convened to choose one who would take his place among the Twelve. They nominated two, Joseph (called Barsabas or Justus) and Matthias, then cast lots. The lot fell to Matthais, who henceforth was numbered among the Twelve (See Acts ch. 1). Accounts of his Apostolate after this vary. According to some, he preached the Gospel in Ethiopia and met his martyrdom there. According to others, after visiting Ethiopia he returned to Judea, where he was tried and condemned by Ananias the High Priest, and stoned to death, then beheaded.

His father, Carion the Egyptian, forsook his family to become a monk, taking Zacharias with him. Though very young, Zacharias manifested gifts of grace rarely seen among the elders of Sketis. Abba Moses once asked him, 'What does it mean to be a monk?', to which Zacharias replied by taking off his hat and treading it underfoot, saying 'If a man be not so broken, he cannot be a monk.' After shining as a great light among the holy monks of Scetis, he reposed at a young age.

She was born to a noble family in Constantinople: her father Anysius Secundus was a senator. She was betrothed to a nobleman who died before they could be wed; resisting all advice to take another husband, Olympias devoted herself entirely to God, giving her large inheritance to the Church and to the poor. She served as a deaconess, first under the Patriarch Nektarios, then under St John Chrysostom. When St John was sent into exile, he advised her to remain in Constantinople, and to continue to serve the Church whatever patriarch took his place. But as soon as the holy hierarch went into exile, a fire destroyed a large part of the City, and St John's enemies accused the holy Olympias of setting the fire. She in turn was exiled to Nikomedia, where she reposed in 408. She left instructions that her body be placed in a coffin and thrown into the sea, to be buried wherever it was cast up. The coffin came to shore at Vrochthoi and was buried there at a church dedicated to the Apostle Thomas. Her relics have continued to be a source of great miracles of healing.   During his exile, St John Chrysostom wrote a number of letters to St Olympias, seventeen of which have been preserved through the centuries. In one he writes: 'Now I am deeply joyful, not only because you have been delivered from sickness, but even more because you are bearing adversities with such fortitude, calling them trifles — a characteristic of a soul filled with power and abounding in the rich fruits of courage. You are not only enduring misfortune with fortitude, but are making light of it in a seemingly effortless way, rejoicing and triumphing over it — this is a proof of the greatest wisdom.'

He was numbered among the Seventy. Then, when Judas who betrayed Christ had taken his own life, the disciples (120 men and women) convened to choose one who would take his place among the Twelve. They nominated two, Joseph (called Barsabas or Justus) and Matthias, then cast lots. The lot fell to Matthais, who henceforth was numbered among the Twelve (See Acts ch. 1). Accounts of his Apostolate after this vary. According to some, he preached the Gospel in Ethiopia and met his martyrdom there. According to others, after visiting Ethiopia he returned to Judea, where he was tried and condemned by Ananias the High Priest, and stoned to death, then beheaded.

Much of his story is told in the first chapter of Luke's Gospel. The Synaxarion continues:   'After the birth of Christ, Zacharias plainly declared the virginity of Mary and showed her truly to be the Mother of God; for he appointed her a place in that part of the Temple reserved for the virgins and so brought upon himself the hatred of the priests and levites.   'When John was six months old, Zacharias hid him and his mother in a cave beyond the Jordan because King Herod, hearing of the birth in Bethlehem of the king of the Jews and fearing a rival of his own worldly power, sent soldiers to kill all the male children of Bethlehem. His enemies seized this opportunity to denounce Zacharias to Herod, who had him pursued and put to death within the precinct of the Temple, at the very place the Mother of God abode for a witnes to her virginity. As the Prophet's blood flowed within the sanctuary, it signified the withdrawing of the divine Presence. Priests came to take up his body and they buried him with his fathers. From that moment signs and prodigies occurred in the Temple, indicating that the rites of the Law would soon be abolished. No longer would the priests behold the angels of God, or have the grace of prophecy; no longer would they be able to deliver oracles or enlighten the people upon the dark places of holy Scripture, as they had been wont to do.'

"Born in Chalcedon, he was little of stature, like Zaccheus, but great in spirit and faith. He denied himself to the world at the age of fifteen and settled near the River Euphrates in a little hut, where he atoned for his sins, and prayed to God, at first with his teacher Mayum and then, after Mayum's death, alone. By the power of his prayers he filled an empty well with water, healed the sick of various pains and tamed wild beasts. There was a tamed lion with him as his servant. He had insight into distant happenings. When robbers attacked a stylite, Pionius, at some distance from him, and beat him up to such an extent that he decided to come down from his pillar and go to complain to the judges, St Aninus saw his intention in his soul and sent him a letter by means of his lion, telling him to set aside his intention, to forgive his assaulters and to continue in his asceticism. He was inexpressibly generous. The bishop of Neo-Caesarea made a gift to him of a donkey, to ease his carrying of water from the river, but he gave this donkey to some poor man who had complained to him of his poverty. The bishop gave him a second donkey, but he gave that away. Then the bishop gave him a third donkey, not for his own but only to serve as a water-carrier, to be kept and returned. At the time of his death, he saw Moses, Aaron and Or coming to him and calling: 'Aninus, the Lord is calling you. Get up and come with us.' This he revealed to his disciples, and gave his spirit to the Lord whom he had served so faithfully. He was 110 years old when he finished his earthly course." (Prologue)

His father, Carion the Egyptian, forsook his family to become a monk, taking Zacharias with him. Though very young, Zacharias manifested gifts of grace rarely seen among the elders of Sketis. Abba Moses once asked him, 'What does it mean to be a monk?', to which Zacharias replied by taking off his hat and treading it underfoot, saying 'If a man be not so broken, he cannot be a monk.' After shining as a great light among the holy monks of Scetis, he reposed at a young age.

She was born to a noble family in Constantinople: her father Anysius Secundus was a senator. She was betrothed to a nobleman who died before they could be wed; resisting all advice to take another husband, Olympias devoted herself entirely to God, giving her large inheritance to the Church and to the poor. She served as a deaconess, first under the Patriarch Nektarios, then under St John Chrysostom. When St John was sent into exile, he advised her to remain in Constantinople, and to continue to serve the Church whatever patriarch took his place. But as soon as the holy hierarch went into exile, a fire destroyed a large part of the City, and St John's enemies accused the holy Olympias of setting the fire. She in turn was exiled to Nikomedia, where she reposed in 408. She left instructions that her body be placed in a coffin and thrown into the sea, to be buried wherever it was cast up. The coffin came to shore at Vrochthoi and was buried there at a church dedicated to the Apostle Thomas. Her relics have continued to be a source of great miracles of healing.   During his exile, St John Chrysostom wrote a number of letters to St Olympias, seventeen of which have been preserved through the centuries. In one he writes: 'Now I am deeply joyful, not only because you have been delivered from sickness, but even more because you are bearing adversities with such fortitude, calling them trifles — a characteristic of a soul filled with power and abounding in the rich fruits of courage. You are not only enduring misfortune with fortitude, but are making light of it in a seemingly effortless way, rejoicing and triumphing over it — this is a proof of the greatest wisdom.'

He was numbered among the Seventy. Then, when Judas who betrayed Christ had taken his own life, the disciples (120 men and women) convened to choose one who would take his place among the Twelve. They nominated two, Joseph (called Barsabas or Justus) and Matthias, then cast lots. The lot fell to Matthais, who henceforth was numbered among the Twelve (See Acts ch. 1). Accounts of his Apostolate after this vary. According to some, he preached the Gospel in Ethiopia and met his martyrdom there. According to others, after visiting Ethiopia he returned to Judea, where he was tried and condemned by Ananias the High Priest, and stoned to death, then beheaded.

Much of his story is told in the first chapter of Luke's Gospel. The Synaxarion continues:   'After the birth of Christ, Zacharias plainly declared the virginity of Mary and showed her truly to be the Mother of God; for he appointed her a place in that part of the Temple reserved for the virgins and so brought upon himself the hatred of the priests and levites.   'When John was six months old, Zacharias hid him and his mother in a cave beyond the Jordan because King Herod, hearing of the birth in Bethlehem of the king of the Jews and fearing a rival of his own worldly power, sent soldiers to kill all the male children of Bethlehem. His enemies seized this opportunity to denounce Zacharias to Herod, who had him pursued and put to death within the precinct of the Temple, at the very place the Mother of God abode for a witnes to her virginity. As the Prophet's blood flowed within the sanctuary, it signified the withdrawing of the divine Presence. Priests came to take up his body and they buried him with his fathers. From that moment signs and prodigies occurred in the Temple, indicating that the rites of the Law would soon be abolished. No longer would the priests behold the angels of God, or have the grace of prophecy; no longer would they be able to deliver oracles or enlighten the people upon the dark places of holy Scripture, as they had been wont to do.'

Obadiah's is the shortest prophetic book in the Old Testament. The scriptures tell us little of where or when he lived. Some believe that he is the Obadiah who served as steward of King Ahab's household and, when Jezebel was killing the prophets, hid a hundred of them in a cave and fed them. It is said that this Obadiah later became a disciple of the Prophet Elijah (Elias). His name means "servant of God."

"Born in Chalcedon, he was little of stature, like Zaccheus, but great in spirit and faith. He denied himself to the world at the age of fifteen and settled near the River Euphrates in a little hut, where he atoned for his sins, and prayed to God, at first with his teacher Mayum and then, after Mayum's death, alone. By the power of his prayers he filled an empty well with water, healed the sick of various pains and tamed wild beasts. There was a tamed lion with him as his servant. He had insight into distant happenings. When robbers attacked a stylite, Pionius, at some distance from him, and beat him up to such an extent that he decided to come down from his pillar and go to complain to the judges, St Aninus saw his intention in his soul and sent him a letter by means of his lion, telling him to set aside his intention, to forgive his assaulters and to continue in his asceticism. He was inexpressibly generous. The bishop of Neo-Caesarea made a gift to him of a donkey, to ease his carrying of water from the river, but he gave this donkey to some poor man who had complained to him of his poverty. The bishop gave him a second donkey, but he gave that away. Then the bishop gave him a third donkey, not for his own but only to serve as a water-carrier, to be kept and returned. At the time of his death, he saw Moses, Aaron and Or coming to him and calling: 'Aninus, the Lord is calling you. Get up and come with us.' This he revealed to his disciples, and gave his spirit to the Lord whom he had served so faithfully. He was 110 years old when he finished his earthly course." (Prologue)

His father, Carion the Egyptian, forsook his family to become a monk, taking Zacharias with him. Though very young, Zacharias manifested gifts of grace rarely seen among the elders of Sketis. Abba Moses once asked him, 'What does it mean to be a monk?', to which Zacharias replied by taking off his hat and treading it underfoot, saying 'If a man be not so broken, he cannot be a monk.' After shining as a great light among the holy monks of Scetis, he reposed at a young age.

She was born to a noble family in Constantinople: her father Anysius Secundus was a senator. She was betrothed to a nobleman who died before they could be wed; resisting all advice to take another husband, Olympias devoted herself entirely to God, giving her large inheritance to the Church and to the poor. She served as a deaconess, first under the Patriarch Nektarios, then under St John Chrysostom. When St John was sent into exile, he advised her to remain in Constantinople, and to continue to serve the Church whatever patriarch took his place. But as soon as the holy hierarch went into exile, a fire destroyed a large part of the City, and St John's enemies accused the holy Olympias of setting the fire. She in turn was exiled to Nikomedia, where she reposed in 408. She left instructions that her body be placed in a coffin and thrown into the sea, to be buried wherever it was cast up. The coffin came to shore at Vrochthoi and was buried there at a church dedicated to the Apostle Thomas. Her relics have continued to be a source of great miracles of healing.   During his exile, St John Chrysostom wrote a number of letters to St Olympias, seventeen of which have been preserved through the centuries. In one he writes: 'Now I am deeply joyful, not only because you have been delivered from sickness, but even more because you are bearing adversities with such fortitude, calling them trifles — a characteristic of a soul filled with power and abounding in the rich fruits of courage. You are not only enduring misfortune with fortitude, but are making light of it in a seemingly effortless way, rejoicing and triumphing over it — this is a proof of the greatest wisdom.'

He was numbered among the Seventy. Then, when Judas who betrayed Christ had taken his own life, the disciples (120 men and women) convened to choose one who would take his place among the Twelve. They nominated two, Joseph (called Barsabas or Justus) and Matthias, then cast lots. The lot fell to Matthais, who henceforth was numbered among the Twelve (See Acts ch. 1). Accounts of his Apostolate after this vary. According to some, he preached the Gospel in Ethiopia and met his martyrdom there. According to others, after visiting Ethiopia he returned to Judea, where he was tried and condemned by Ananias the High Priest, and stoned to death, then beheaded.

Much of his story is told in the first chapter of Luke's Gospel. The Synaxarion continues:   'After the birth of Christ, Zacharias plainly declared the virginity of Mary and showed her truly to be the Mother of God; for he appointed her a place in that part of the Temple reserved for the virgins and so brought upon himself the hatred of the priests and levites.   'When John was six months old, Zacharias hid him and his mother in a cave beyond the Jordan because King Herod, hearing of the birth in Bethlehem of the king of the Jews and fearing a rival of his own worldly power, sent soldiers to kill all the male children of Bethlehem. His enemies seized this opportunity to denounce Zacharias to Herod, who had him pursued and put to death within the precinct of the Temple, at the very place the Mother of God abode for a witnes to her virginity. As the Prophet's blood flowed within the sanctuary, it signified the withdrawing of the divine Presence. Priests came to take up his body and they buried him with his fathers. From that moment signs and prodigies occurred in the Temple, indicating that the rites of the Law would soon be abolished. No longer would the priests behold the angels of God, or have the grace of prophecy; no longer would they be able to deliver oracles or enlighten the people upon the dark places of holy Scripture, as they had been wont to do.'

Obadiah's is the shortest prophetic book in the Old Testament. The scriptures tell us little of where or when he lived. Some believe that he is the Obadiah who served as steward of King Ahab's household and, when Jezebel was killing the prophets, hid a hundred of them in a cave and fed them. It is said that this Obadiah later became a disciple of the Prophet Elijah (Elias). His name means "servant of God."

"Born in Chalcedon, he was little of stature, like Zaccheus, but great in spirit and faith. He denied himself to the world at the age of fifteen and settled near the River Euphrates in a little hut, where he atoned for his sins, and prayed to God, at first with his teacher Mayum and then, after Mayum's death, alone. By the power of his prayers he filled an empty well with water, healed the sick of various pains and tamed wild beasts. There was a tamed lion with him as his servant. He had insight into distant happenings. When robbers attacked a stylite, Pionius, at some distance from him, and beat him up to such an extent that he decided to come down from his pillar and go to complain to the judges, St Aninus saw his intention in his soul and sent him a letter by means of his lion, telling him to set aside his intention, to forgive his assaulters and to continue in his asceticism. He was inexpressibly generous. The bishop of Neo-Caesarea made a gift to him of a donkey, to ease his carrying of water from the river, but he gave this donkey to some poor man who had complained to him of his poverty. The bishop gave him a second donkey, but he gave that away. Then the bishop gave him a third donkey, not for his own but only to serve as a water-carrier, to be kept and returned. At the time of his death, he saw Moses, Aaron and Or coming to him and calling: 'Aninus, the Lord is calling you. Get up and come with us.' This he revealed to his disciples, and gave his spirit to the Lord whom he had served so faithfully. He was 110 years old when he finished his earthly course." (Prologue)