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Calbee developed C-BOSS, an AI-powered company-wide optimization simulator, to improve decision-making across its potato supply chain. The initiative aims to move the organization from reactive decisions toward proactive, data-driven planning despite limits on potato yields.
Wired reported that Meta’s Facebook and Instagram displayed ads for an AI pornography-generation tool. One ad featured a deepfake pornographic video resembling a prominent American female politician, and Meta removed the ads after being questioned.
Accenture’s survey across 20 countries found that 57% of Japanese employees feel AI has improved their productivity, compared with 81% globally. Japan also trails in job satisfaction and perceived work outcomes, highlighting challenges in workforce and organizational transformation.
A Reddit user reports that Qwen3.8-27B autonomously retrieved a university class schedule through 80 tool calls using only credentials and a university name. In another test, it downloaded and analyzed a social-media video, installed Whisper for transcription, and enhanced video frames without human intervention.
The roundup reports that a small number of OpenAI Codex users experienced files being deleted while invoking the GPT-5.6 series models. OpenAI has responded to the issue, though the available excerpt does not provide the root cause or remediation details.
Falling model prices are paradoxically driving up total AI spending. Gartner predicts that AI inference costs per workflow could rise more than fivefold by 2028, making ROI management increasingly important.
Meta reportedly ran advertisements for an app that promised to digitally undress female politicians. One ad included a pornographic video featuring a deepfake closely resembling a US politician.
The post argues that Qwen3.8 intermediate tokens should not be interpreted as human-like reasoning. Citing research, it highlights that trace validity often does not correlate with answer correctness, and that models trained on corrupted or irrelevant traces can perform as well as or better than models trained on valid traces.
神戶大學研究發現，ChatGPT 的反駁可使人們對沒有標準答案的道德問題改變原先判斷，比例超過三成。研究也顯示，高齡者較容易受到 AI 說服。
GitHub provides an update on the August 17 outage and outlines ongoing work to improve platform reliability. The supplied excerpt does not include specific root-cause findings or remediation details.