現在同社では、圧倒的な資本と計算リソースを投じ、
日本発・日本語特化の大規模言語モデル(LLM)の構築をゼロベースで進めています。
ハルシネーション、有害表現、バイアス、敵対的攻撃等、これらを技術の力で制御し、
「日本で最も安心して使えるAI」の基準を作ることがミッションとなります。
▼具体的な業務内容
モデルの学習プロセスそのものに介入し、挙動を科学的に制御するR&D業務です。
・AI Red Teaming(AIへの擬似攻撃):プロンプトインジェクション等の攻撃手法を研究・シミュレートし、モデルの脆弱性を洗い出す自動化基盤の構築。
・アライメント技術の研究開発:SFT / RLHF / RLAIF等を駆使し、モデルを「日本の倫理観」に沿った挙動への最適化
・防御壁の実装:入出力をリアルタイムで監視し、有害情報や著作権侵害をブロックする技術開発。
・評価エコシステムの確立:定量的な安全性評価を行うためのデータセット構築および評価パイプラインの運用。
▼この仕事の魅力
・国内最高峰のR&D環境:日本トップクラスの計算資源と、数百億〜数千億パラメータ級のモデル開発現場に身を置くことができます。
・専門家集団:チームには計算機科学、自然言語処理のスペシャリストが集結。学会発表や論文執筆も推奨しており、この領域の第一人者としてキャリアを歩むことが可能です。
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