{"id":24433,"date":"2025-11-24T12:15:08","date_gmt":"2025-11-24T12:15:08","guid":{"rendered":"https:\/\/itbusinesstoday.com\/?p=24433"},"modified":"2025-11-24T12:15:08","modified_gmt":"2025-11-24T12:15:08","slug":"tech-for-humanity-the-ethics-and-governance-of-intelligent-systems","status":"publish","type":"post","link":"https:\/\/itbusinesstoday.com\/ja\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/","title":{"rendered":"\u30c6\u30c3\u30af\u30fb\u30d5\u30a9\u30fc\u30fb\u30d2\u30e5\u30fc\u30de\u30cb\u30c6\u30a3\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30fb\u30b7\u30b9\u30c6\u30e0\u306e\u502b\u7406\u3068\u30ac\u30d0\u30ca\u30f3\u30b9"},"content":{"rendered":"

AI\u306f\u4eca\u3084\u3069\u3053\u306b\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u7126\u70b9\u306f\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u4ee5\u524d\u306fAI\u306b\u4f55\u304c\u3067\u304d\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3057\u305f\u3002\u4eca\u306f\u3001AI\u304c\u4f55\u3092\u3059\u3079\u304d\u304b\u306b\u3064\u3044\u3066\u3067\u3059\u3002\u52b9\u7387\u6027\u3060\u3051\u3067\u306f\u3082\u306f\u3084\u5341\u5206\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI\u306f\u4eba\u9593\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u526f\u64cd\u7e26\u58eb\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001AI\u304c\u89e6\u308c\u308b\u3059\u3079\u3066\u306e\u9078\u629e\u304c\u3088\u308a\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002.<\/p>

RAI\uff08\u8cac\u4efb\u3042\u308bAI\uff09\u306f\u3082\u306f\u3084\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI\u306b\u304a\u3051\u308b\u502b\u7406\u306f\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u554f\u984c\u3067\u3059\u3002\u4f01\u696d\u306fAI\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u306e\u6280\u8853\u304c\u5931\u6557\u3057\u305f\u308a\u3001\u90e8\u5206\u7684\u306a\u884c\u52d5\u3092\u3068\u3063\u305f\u308a\u3057\u305f\u5834\u5408\u3001\u8a55\u5224\u306e\u60aa\u5316\u3001\u9867\u5ba2\u306e\u4fe1\u983c\u306e\u55aa\u5931\u3001\u3055\u3089\u306b\u306f\u58f2\u4e0a\u306e\u6e1b\u5c11\u306b\u60a9\u307e\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u30ea\u30b9\u30af\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u9069\u7528\u3067\u304d\u308b\u306e\u304c\u3001\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u76e3\u7763\u3001\u502b\u7406\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3044\u30463\u3064\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u516c\u5e73\u6027\u3001\u30aa\u30fc\u30d7\u30f3\u6027\u3001\u5b89\u5168\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>

The big idea is simple. Effective AI governance is the bridge. Organizations can harness the power of AI while still having human control. It also ensures that the AI’s decisions, if they are to be fast or clever, are still accountable and in line with human values. The situation would be too risky without it.<\/p>

\u3053\u3061\u3089\u3082\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\uff1a Inside Japan’s Adtech Transformation: How Adaptive Streaming Is Solving the Performance vs. Experience Paradox<\/a><\/h4>

\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30fb\u30b7\u30b9\u30c6\u30e0\u306b\u5bfe\u3059\u308b\u502b\u7406\u7684\u8981\u8acb\u306e\u6838\u5fc3<\/h2>

\"<\/p>

AI isn’t just about smart algorithms or fast computations. It’s about people, society, and the ripple effects decisions create. Take bias for instance. It doesn’t always wear a mask. Sometimes it’s hidden in data, sometimes in the way systems are built. Hiring tools that reject resumes based on patterns in past decisions, lending models that deny loans disproportionately, or predictive policing tools reinforcing old inequities are real consequences. The change is now not limited to precision alone, it is also about justice, and this entails deliberate work in each and every step of the design process.<\/p>

When AI operates like a black box, trust is shattered. If a system spits out a verdict without explanation, people will push back. That’s why explainable AI matters. Regulators are demanding clarity. Developers need to show not just what a model predicts but why it does so. Microsoft’s 2025 Responsible AI Transparency Report highlights 30 tools with over 155<\/a> \u958b\u767a\u8005\u304c\u8cac\u4efb\u3092\u6301\u3063\u3066\u30d3\u30eb\u30c9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u6a5f\u80fd\u3002\u305d\u308c\u304c\u696d\u754c\u306e\u9032\u3080\u65b9\u5411\u3067\u3059\u3002.<\/p>

Then comes accountability. Who answers when an autonomous system goes off track, developers, deployers, or the users themselves? Human oversight isn’t optional anymore. Concepts like human in the loop versus human on the loop make a difference. OpenAI’s report since February 2024 shows they disrupted over 40<\/a> \u8a50\u6b3a\u3001\u30b5\u30a4\u30d0\u30fc\u4f5c\u6226\u3001\u5f71\u97ff\u529b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u305f\u3081\u306bAPI\u3092\u60aa\u7528\u3059\u308b\u60aa\u610f\u306e\u3042\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3002\u305d\u308c\u306f\u7406\u8ad6\u3067\u306f\u306a\u304f\u3001\u5b9f\u8df5\u7684\u306a\u8b66\u6212\u3067\u3059\u3002.<\/p>

These imperatives, fairness, transparency, and accountability, aren’t just buzzwords. They are the foundation for AI that doesn’t just perform but earns trust. Getting this wrong isn’t an option anymore because AI decisions shape lives, reputations, and futures in ways we cannot ignore.<\/p>

\u539f\u5247\u304b\u3089\u6cd5\u5f8b\u307e\u3067\u3001\u4e16\u754c\u306e\u898f\u5236\u60c5\u52e2<\/h2>

AI\u306f\u4eca\u3084\u81f3\u308b\u6240\u3067\u5229\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u898f\u5247\u3082\u305d\u308c\u306b\u8ffd\u3044\u3064\u3053\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u6b27\u5dde\u9023\u5408\uff08EU\uff09\u306fAI\u6cd5\u3092\u5236\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u4eba\u3005\u306f\u3053\u308c\u3092\u30b0\u30ed\u30fc\u30d0\u30eb\u30fb\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u547c\u3093\u3067\u3044\u307e\u3059\u3002EU\u306fAI\u3092\u30ea\u30b9\u30af\u5225\u306b\u5206\u985e\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u90e8\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u7981\u6b62\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u30bd\u30fc\u30b7\u30e3\u30eb\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb\u306f\u7981\u6b62\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u3084\u96c7\u7528\u306e\u3088\u3046\u306a\u30ea\u30b9\u30af\u306e\u9ad8\u3044\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u5fb9\u5e95\u7684\u306a\u691c\u8a3c\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u6587\u66f8\u5316\u3001\u30c6\u30b9\u30c8\u3001\u4eba\u9593\u306b\u3088\u308b\u76e3\u7763\u306a\u3069\u3001\u3059\u3079\u3066\u304c\u5fc5\u8981\u3067\u3059\u3002\u6b21\u306b\u3001\u9650\u5b9a\u7684\u30ea\u30b9\u30af\u306eAI\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001AI\u3068\u4f1a\u8a71\u3057\u3066\u3044\u308b\u3001\u307e\u305f\u306fAI\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u30e6\u30fc\u30b6\u30fc\u306b\u4f1d\u3048\u308b\u3060\u3051\u3067\u3088\u3044\u306e\u3067\u3059\u3002 AI<\/a>.<\/p>

For businesses outside Europe, this matters a lot. They often follow the same rules just to sell in the EU. This is called the Brussels Effect. If you want access to that market, you have to comply. The rollout is happening in phases. Deadlines are coming. Companies can’t ignore them.<\/p>

\u30a2\u30e1\u30ea\u30ab\u3067\u306f\u9055\u3044\u307e\u3059\u3002\u30e8\u30fc\u30ed\u30c3\u30d1\u306e\u3088\u3046\u306a\u53b3\u3057\u3044\u7981\u6b62\u63aa\u7f6e\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7126\u70b9\u306f\u30ea\u30b9\u30af\u7ba1\u7406\u3067\u3059\u3002NIST\u306b\u306fAI\u30ea\u30b9\u30af\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3044\u3046\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u4efb\u610f\u3067\u3059\u3002\u4f01\u696d\u304c\u30ea\u30b9\u30af\u3092\u628a\u63e1\u3057\u3001\u305d\u308c\u306b\u3069\u3046\u5bfe\u51e6\u3057\u3001AI\u3092\u5b89\u5168\u306b\u4fdd\u3064\u304b\u3092\u652f\u63f4\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u67d4\u8edf\u3067\u3059\u3002\u5c0f\u3055\u306a\u65b0\u8208\u4f01\u696d\u3082\u5927\u4f01\u696d\u3082\u3001\u305d\u308c\u305e\u308c\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6cd5\u5f8b\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u660e\u78ba\u306a\u671f\u5f85\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>

\u4e16\u754c\u4e2d\u3067\u3001\u4ed6\u306e\u56e3\u4f53\u3082\u539f\u5247\u3092\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002OECD\u306b\u306fAI\u539f\u5247\u304c\u3042\u308a\u307e\u3059\u3002\u30e6\u30cd\u30b9\u30b3\u306f\u300cAI\u502b\u7406\u306b\u95a2\u3059\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u52e7\u544a\u300d\u3092\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u3069\u3061\u3089\u3082\u8a00\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u540c\u3058\u3067\u3059\u3002AI\u306f\u4eba\u9593\u306b\u5371\u5bb3\u3092\u52a0\u3048\u308b\u3079\u304d\u3067\u306f\u306a\u3044\u3053\u3068\u3002\u4eba\u9593\u306e\u5224\u65ad\u304c\u4e2d\u5fc3\u3067\u3042\u308b\u3079\u304d\u3067\u3059\u3002\u56fd\u306b\u3088\u3063\u3066\u30eb\u30fc\u30eb\u306f\u9055\u3063\u3066\u3082\u3001\u57fa\u672c\u7684\u306a\u4fa1\u5024\u89b3\u3067\u306f\u4e00\u81f4\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>

\u3053\u308c\u3089\u306e\u30eb\u30fc\u30eb\u3092\u77e5\u308b\u3053\u3068\u306f\u3001\u3082\u306f\u3084\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002. \u4f01\u696d<\/a> \u305d\u308c\u3092\u7121\u8996\u3059\u308b\u4f01\u696d\u306b\u306f\u7f70\u5247\u306e\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u306b\u5f93\u3046\u4f01\u696d\u306f\u4fe1\u983c\u3092\u7bc9\u304d\u307e\u3059\u3002AI\u4e3b\u5c0e\u306e\u4e16\u754c\u3067\u306f\u3001\u4fe1\u983c\u306f\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3068\u540c\u3058\u304f\u3089\u3044\u91cd\u8981\u3067\u3059\u3002.<\/p>

\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u901a\u3058\u3066\u502b\u7406\u3092\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u5909\u3048\u308b<\/h2>

\"<\/p>

AI\u306b\u304a\u3051\u308b\u502b\u7406\u306f\u3001\u5358\u306a\u308b\u540d\u6848\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u3092\u5de6\u53f3\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u502b\u7406\u3092\u7121\u8996\u3059\u308b\u4f01\u696d\u306f\u3001\u4fe1\u983c\u3001\u4eba\u6750\u3001\u8cc7\u91d1\u3092\u5931\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u793e\u5185\u306bAI\u30ac\u30d0\u30ca\u30f3\u30b9\u4f53\u5236\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u591a\u304f\u306e\u4f01\u696d\u306f\u3001\u8cac\u4efb\u3042\u308bAI\u30aa\u30d5\u30a3\u30b9\u3084\u59d4\u54e1\u4f1a\u3092\u8a2d\u7acb\u3057\u3066\u3044\u307e\u3059\u3002\u660e\u78ba\u306a\u5f79\u5272\u304c\u5fc5\u8981\u3067\u3059\u3002\u6307\u5c0e\u3059\u308bAI\u502b\u7406\u6700\u9ad8\u8cac\u4efb\u8005\u3001\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u30fb\u4fdd\u8b77\u3059\u308b\u30c7\u30fc\u30bf\u30fb\u30b9\u30c1\u30e5\u30ef\u30fc\u30c9\u3001AI\u304c\u671f\u5f85\u901a\u308a\u306b\u52d5\u4f5c\u3059\u308b\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u30e2\u30c7\u30eb\u76e3\u67fb\u4eba\u3002\u3053\u308c\u3089\u306e\u5f79\u5272\u304c\u306a\u3051\u308c\u3070\u3001\u502b\u7406\u306f\u673a\u4e0a\u306e\u7a7a\u8ad6\u306b\u3068\u3069\u307e\u308a\u3001\u554f\u984c\u306f\u3059\u308a\u629c\u3051\u3066\u3057\u307e\u3044\u307e\u3059\u3002.<\/p>

Next is embedding ethics into the AI development lifecycle. Ethics can’t be an afterthought. It needs to be part of design. Teams need to audit models during design, govern data carefully, and monitor models while they run. Stress-testing is critical. Red teaming, where you simulate attacks and misuse, shows where models can fail. Google’s 2024 Responsible AI Progress Report<\/a> highlights this. They do multi-layered red teaming, internal and external, to catch safety, security, and bias issues before deployment. That’s the kind of practice that saves real headaches later.<\/p>

\u502b\u7406\u304c\u904b\u7528\u3055\u308c\u308c\u3070\u3001\u4fe1\u983c\u306f\u7af6\u4e89\u4e0a\u306e\u8cc7\u7523\u306b\u3082\u306a\u308a\u307e\u3059\u3002\u9867\u5ba2\u306f\u6c17\u3065\u304d\u3001\u5f93\u696d\u54e1\u306f\u6c17\u3065\u304d\u3001\u898f\u5236\u5f53\u5c40\u3082\u6c17\u3065\u304d\u307e\u3059\u3002\u502b\u7406\u7684\u306a\u5b9f\u8df5\u306f\u3001\u5fe0\u8aa0\u5fc3\u3092\u7bc9\u304d\u3001\u512a\u79c0\u306a\u4eba\u6750\u3092\u60f9\u304d\u3064\u3051\u3001\u898f\u5236\u5f53\u5c40\u3068\u306e\u6469\u64e6\u3092\u6e1b\u3089\u3059\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30b7\u30e3\u30c9\u30fcAI\u304c\u95a2\u4e0e\u3059\u308b\u60c5\u5831\u6f0f\u3048\u3044\u306e\u5e73\u5747\u30b3\u30b9\u30c8\u306f US$ 670,000<\/a> more than other breaches. The numbers are clear. And it’s not just defensive. The 2025 U.S. Responsible AI Survey shows 58% of companies say their Responsible AI work improves ROI and operational efficiency. Doing ethics right can directly improve the bottom line.<\/p>

\u30ac\u30d0\u30ca\u30f3\u30b9\u306f\u502b\u7406\u3092\u5b9f\u884c\u53ef\u80fd\u306a\u3082\u306e\u306b\u3057\u307e\u3059\u3002\u539f\u5247\u3092\u610f\u601d\u6c7a\u5b9a\u3001\u30c1\u30a7\u30c3\u30af\u3001\u8aac\u660e\u8cac\u4efb\u306b\u5909\u3048\u307e\u3059\u3002AI\u3092\u5b89\u5168\u3001\u516c\u6b63\u3001\u900f\u660e\u306a\u3082\u306e\u306b\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u305d\u306e\u904e\u7a0b\u3067\u3001\u5831\u308f\u308c\u308b\u4fe1\u983c\u3092\u7bc9\u304d\u307e\u3059\u3002\u502b\u7406\u7684\u306aAI\u3092\u696d\u52d9\u306e\u4e2d\u6838\u3068\u3057\u3066\u6271\u3046\u4f01\u696d\u306f\u3001\u5358\u306b\u30ea\u30b9\u30af\u3092\u56de\u907f\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u6e2c\u5b9a\u53ef\u80fd\u306a\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u512a\u4f4d\u6027\u3092\u751f\u307f\u51fa\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>

\u30a8\u30f3\u30c9\u30ce\u30fc\u30c8<\/h2>

AI\u306e\u52d5\u304d\u306f\u901f\u3044\u3002\u30eb\u30fc\u30eb\u306f\u305d\u308c\u306b\u8ffd\u3044\u3064\u3053\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3057\u3070\u3057\u3070\u9045\u308c\u3092\u3068\u3063\u3066\u3044\u307e\u3059\u3002\u4e3b\u306a\u8003\u3048\u65b9\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002\u30ac\u30d0\u30ca\u30f3\u30b9\u306f\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3068\u4eba\u9593\u306e\u4fa1\u5024\u89b3\u306e\u67b6\u3051\u6a4b\u3067\u3059\u3002\u4e00\u5ea6\u8a2d\u5b9a\u3057\u305f\u3089\u5fd8\u308c\u3066\u3057\u307e\u3046\u3088\u3046\u306a\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7d99\u7d9a\u7684\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u3001\u3059\u3079\u3066\u306e\u5c55\u958b\u3001\u3059\u3079\u3066\u306e\u6c7a\u5b9a\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u502b\u7406\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u306f\u4e00\u4f53\u3067\u3059\u3002\u3053\u308c\u3089\u306fAI\u3092\u4eba\u3005\u304c\u5b9f\u969b\u306b\u4fe1\u983c\u3067\u304d\u308b\u3082\u306e\u306b\u3057\u307e\u3059\u3002.<\/p>

\u6b21\u306e\u8ab2\u984c\u306f\u3059\u3067\u306b\u73fe\u308c\u3066\u3044\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bAI\u306e\u767b\u5834\u3067\u3059\u3002\u5f7c\u3089\u304c\u30df\u30b9\u3092\u72af\u3057\u305f\u3068\u304d\u3001\u8ab0\u304c\u8cac\u4efb\u3092\u53d6\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f \u30c7\u30a3\u30fc\u30d7\u30d5\u30a7\u30a4\u30af<\/a> and fake media are spreading. They can destroy trust in information. Sharing data internationally is gaining a lot of importance, but it’s a complicated process. To overcome the problem, the collaboration of companies and governments will be necessary. They shall form rules and agreements that ensure AI is safe, fair, and responsible. Nevertheless, the progress in technology must not be interrupted at the same time.<\/p>

\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u306f\u898f\u5236\u3092\u5f85\u3064\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305a\u884c\u52d5\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u554f\u984c\u304c\u9855\u5728\u5316\u3059\u308b\u524d\u306b\u3001\u8cac\u4efb\u3042\u308bAI\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63a1\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u8a2d\u5b9a\u3001\u30e2\u30c7\u30eb\u306e\u76e3\u67fb\u3001\u30b9\u30c8\u30ec\u30b9\u4e0b\u3067\u306eAI\u306e\u30c6\u30b9\u30c8\u3001\u502b\u7406\u306e\u7d44\u307f\u8fbc\u307f\u306f\u3001\u5358\u306b\u30c1\u30a7\u30c3\u30af\u3059\u308b\u305f\u3081\u306e\u7bb1\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b9f\u969b\u306b\u672a\u6765\u3092\u5f62\u4f5c\u308b\u306e\u3067\u3059\u3002\u3053\u308c\u3092\u5b9f\u884c\u3059\u308b\u30ea\u30fc\u30c0\u30fc\u306f\u4fe1\u983c\u3092\u5f97\u307e\u3059\u3002\u512a\u79c0\u306a\u4eba\u6750\u3092\u60f9\u304d\u3064\u3051\u307e\u3059\u3002\u502b\u7406\u3092\u30d3\u30b8\u30cd\u30b9\u306e\u30a2\u30c9\u30d0\u30f3\u30c6\u30fc\u30b8\u306b\u5909\u3048\u308b\u306e\u3067\u3059\u3002.<\/p>

AI\u306f\u3042\u3089\u3086\u308b\u3082\u306e\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3067\u3057\u3087\u3046\u3002\u4eca\u65e5\u79c1\u305f\u3061\u304cAI\u306b\u3069\u3046\u5bfe\u51e6\u3059\u308b\u304b\u306b\u3088\u3063\u3066\u3001\u660e\u65e5\u79c1\u305f\u3061\u304c\u4f4f\u3080\u4e16\u754c\u306e\u3042\u308a\u65b9\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002\u7d44\u7e54\u306f\u3001\u898f\u5236\u3092\u5f85\u3063\u3066\u5f8c\u304b\u3089\u5bfe\u5fdc\u3059\u308b\u304b\u3001\u4e3b\u5c0e\u6a29\u3092\u63e1\u3063\u3066\u9053\u3092\u5207\u308a\u958b\u304f\u304b\u306e\u3069\u3061\u3089\u304b\u3067\u3059\u3002\u5f37\u529b\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u502b\u7406\u7684\u5b9f\u8df5\u3068\u3044\u3046\u4fa1\u5024\u89b3\u306f\u3001AI\u304c\u4fa1\u5024\u3092\u5275\u9020\u3057\u3001\u306a\u304a\u304b\u3064\u4eba\u9593\u306e\u4fa1\u5024\u89b3\u306b\u6e96\u62e0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u552f\u4e00\u306e\u624b\u6bb5\u3067\u3059\u3002.<\/p>","protected":false},"excerpt":{"rendered":"

AI is everywhere now. The focus is shifting. It used to be about what AI can do. Now it is about what AI should do. Efficiency alone is no longer enough. AI is becoming a co-pilot in human decision-making. That makes every choice it touches more important.Responsible AI, or RAI, is no longer optional. Ethics in AI is a business issue. Companies, by the use of AI, can suffer from bad reputation, loss of customer trust, and even decreased sales if the technology fails or acts in a partial manner. The three tools, namely governance, supervision, and ethical frameworks, can be applied to handle those risks. They provide the following: […]<\/p>\n","protected":false},"author":6,"featured_media":24442,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"wprm-recipe-roundup-name":"","wprm-recipe-roundup-description":"","postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"footnotes":""},"categories":[185,180,201,85],"tags":[9352,299,8461,9353,9351],"ppma_author":[325],"class_list":["post-24433","post","type-post","status-publish","format-standard","has-post-thumbnail","category-business-tech","category-knowledge-hub","category-staff-writers","category-tech","tag-ai-ethics","tag-business-tech","tag-governance","tag-intelligent-systems","tag-transparency-report"],"yoast_head":"\nEthics and Governance of Intelligent Systems<\/title>\n<meta name=\"description\" content=\"Understand AI ethics and governance with a focus on bias, transparency, and human oversight for responsible, trustworthy systems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itbusinesstoday.com\/ja\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ethics and Governance of Intelligent Systems\" \/>\n<meta property=\"og:description\" content=\"Understand AI ethics and governance with a focus on bias, transparency, and human oversight for responsible, trustworthy systems.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/itbusinesstoday.com\/ja\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/\" \/>\n<meta property=\"og:site_name\" content=\"itbusinesstoday\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-24T12:15:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/11\/Tech-for-Humanity-The-Ethics-and-Governance-of-Intelligent-Systems.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Ren Yamaguchi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ren Yamaguchi\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"7\u5206\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u77e5\u7684\u30b7\u30b9\u30c6\u30e0\u306e\u502b\u7406\u3068\u30ac\u30d0\u30ca\u30f3\u30b9","description":"\u8cac\u4efb\u3042\u308b\u4fe1\u983c\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u305f\u3081\u306e\u30d0\u30a4\u30a2\u30b9\u3001\u900f\u660e\u6027\u3001\u4eba\u9593\u306e\u76e3\u8996\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001AI\u306e\u502b\u7406\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u7406\u89e3\u3057\u307e\u3059\u3002.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/itbusinesstoday.com\/ja\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/","og_locale":"ja_JP","og_type":"article","og_title":"Ethics and Governance of Intelligent Systems","og_description":"Understand AI ethics and governance with a focus on bias, transparency, and human oversight for responsible, trustworthy systems.","og_url":"https:\/\/itbusinesstoday.com\/ja\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/","og_site_name":"itbusinesstoday","article_published_time":"2025-11-24T12:15:08+00:00","og_image":[{"width":1200,"height":800,"url":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/11\/Tech-for-Humanity-The-Ethics-and-Governance-of-Intelligent-Systems.webp","type":"image\/webp"}],"author":"Ren Yamaguchi","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"Ren Yamaguchi","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"7\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/#article","isPartOf":{"@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/"},"author":{"name":"Ren Yamaguchi","@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#\/schema\/person\/b8203deb010619b22b097ae20ba697f7"},"headline":"Tech for Humanity: The Ethics and Governance of Intelligent Systems","datePublished":"2025-11-24T12:15:08+00:00","mainEntityOfPage":{"@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/"},"wordCount":1390,"publisher":{"@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#organization"},"image":{"@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/#primaryimage"},"thumbnailUrl":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/11\/Tech-for-Humanity-The-Ethics-and-Governance-of-Intelligent-Systems.webp","keywords":["AI ethics","Business Tech","governance","Intelligent Systems","Transparency Report"],"articleSection":["Business Tech","Knowledge Hub","Staff Writers","Tech"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/","url":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/","name":"\u77e5\u7684\u30b7\u30b9\u30c6\u30e0\u306e\u502b\u7406\u3068\u30ac\u30d0\u30ca\u30f3\u30b9","isPartOf":{"@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#website"},"primaryImageOfPage":{"@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/#primaryimage"},"image":{"@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/#primaryimage"},"thumbnailUrl":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/11\/Tech-for-Humanity-The-Ethics-and-Governance-of-Intelligent-Systems.webp","datePublished":"2025-11-24T12:15:08+00:00","description":"\u8cac\u4efb\u3042\u308b\u4fe1\u983c\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u305f\u3081\u306e\u30d0\u30a4\u30a2\u30b9\u3001\u900f\u660e\u6027\u3001\u4eba\u9593\u306e\u76e3\u8996\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001AI\u306e\u502b\u7406\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u3092\u7406\u89e3\u3057\u307e\u3059\u3002.","breadcrumb":{"@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/#primaryimage","url":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/11\/Tech-for-Humanity-The-Ethics-and-Governance-of-Intelligent-Systems.webp","contentUrl":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/11\/Tech-for-Humanity-The-Ethics-and-Governance-of-Intelligent-Systems.webp","width":1200,"height":800,"caption":"Tech for Humanity"},{"@type":"BreadcrumbList","@id":"https:\/\/itbusinesstoday.com\/tech\/business-tech\/tech-for-humanity-the-ethics-and-governance-of-intelligent-systems\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/itbusinesstoday.com\/"},{"@type":"ListItem","position":2,"name":"Tech for Humanity: The Ethics and Governance of Intelligent Systems"}]},{"@type":"WebSite","@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#website","url":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/","name":"\u30a4\u30c3\u30c8\u30d3\u30b8\u30cd\u30b9\u30c8\u30a5\u30c7\u30a4","description":"","publisher":{"@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Organization","@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#organization","name":"\u30a4\u30c3\u30c8\u30d3\u30b8\u30cd\u30b9\u30c8\u30a5\u30c7\u30a4","url":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/","logo":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#\/schema\/logo\/image\/","url":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/01\/Asset-1.png","contentUrl":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/01\/Asset-1.png","width":663,"height":275,"caption":"itbusinesstoday"},"image":{"@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/itbusinesstoday-68b209.ingress-baronn.ewp.live\/#\/schema\/person\/b8203deb010619b22b097ae20ba697f7","name":"\u5c71\u53e3 \u84ee","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/01\/Ren-Yamaguchi.jpeg59a0a274e488bac32db91c861f174c97","url":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/01\/Ren-Yamaguchi.jpeg","contentUrl":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/01\/Ren-Yamaguchi.jpeg","caption":"Ren Yamaguchi"},"sameAs":["https:\/\/itbusinesstoday.com"],"url":"https:\/\/itbusinesstoday.com\/ja\/author\/ren-yamaguchi\/"}]}},"authors":[{"term_id":325,"user_id":6,"is_guest":0,"slug":"ren-yamaguchi","display_name":"Ren Yamaguchi","avatar_url":{"url":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/01\/Ren-Yamaguchi.jpeg","url2x":"https:\/\/itbusinesstoday.com\/wp-content\/uploads\/2025\/01\/Ren-Yamaguchi.jpeg"},"author_category":"","first_name":"Ren","last_name":"Yamaguchi","user_url":"https:\/\/itbusinesstoday.com","job_title":"Content Writer","description":""}],"_links":{"self":[{"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/posts\/24433","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/comments?post=24433"}],"version-history":[{"count":3,"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/posts\/24433\/revisions"}],"predecessor-version":[{"id":24444,"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/posts\/24433\/revisions\/24444"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/media\/24442"}],"wp:attachment":[{"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/media?parent=24433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/categories?post=24433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/tags?post=24433"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/itbusinesstoday.com\/ja\/wp-json\/wp\/v2\/ppma_author?post=24433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}