TL;DR

• The OpenAI News STADLER story signals real-world AI adoption through knowledge work changes at a long-established company.
• On arXiv, notable themes include federated learning quality, facial expression editing, and RAG security attacks.
• Across Reddit, AI Times. ZDNet, the mix spans quantization experiments, agent-assisted search, AI adoption gaps, humanoid robot visibility, and XR work tools.

This post is a link archive based on materials collected over the last 24h. It is meant to help you jump into primary sources quickly.

Official Updates

• 🏛️ STADLER reshapes knowledge work at a 230-year-old company — OpenAI News
• Why it matters. It is worth reading because it shows an official enterprise example of reshaping knowledge work at a very old company.
• 🏛️ Revealing the influence of participant failures on model quality in cross-silo Federated Learning — arXiv CS.AI
  • Why it matters: It is worth reading because participant failures in cross-silo federated learning matter for model quality and operational reliability.
• 🏛️ PixelSmile: Toward Fine-Grained Facial Expression Editing — arXiv CS.AI
  • Why it matters: It is worth reading because fine-grained facial expression editing is a useful signal for generative vision editing trends.
• 🏛️ PIDP-Attack: Combining Prompt Injection with Database Poisoning Attacks on Retrieval-Augmented Generation Systems — arXiv CS.AI
  • Why it matters: It is worth reading because combining prompt injection with database poisoning highlights a practical RAG security concern.

Tech News

• ⚠️ [Project] PentaNet: Pushing beyond BitNet with Native Pentanary {-2, -1, 0, 1, 2} Quantization (124M, zero-multiplier inference) — Reddit ML
  • Why it matters: It is worth reading because the pentanary quantization angle offers a lightweight signal on efficiency-focused experimentation.
• 🛡️ “이란, 트럼프 해협 개방해야?”…트럼프, 호르무즈를 '트럼프 해협'으로 언급 — 전자신문 AI
  • Why it matters: It is worth reading because it helps separate non-AI geopolitical news from AI-relevant items in the daily stream.
• 🛡️ 이스라엘, 이란 핵시설 2곳 공습…“핵 재건 시도 포착돼 타격” — 전자신문 AI
• Why it matters. It is worth reading because it adds context on the broader news backdrop even though it is not directly about AI.
• 🛡️ 이란, 중국 선박도 막았다…“호르무즈 개방, 트럼프의 거짓말” — 전자신문 AI
• Why it matters. It is worth reading because it is a clear non-AI geopolitical item that should be filtered apart from the AI stack.
• ⚠️ [R] Controlled experiment: giving an LLM agent access to CS papers during automated hyperparameter search improves results by 3.2% — Reddit ML
  • Why it matters: It is worth reading because agent access to papers during hyperparameter search is a practical automation idea.
• 🛡️ [3월27일] "AI, 검색으로만 쓰면 뒤처져"...앤트로픽이 지적한 '학습 곡선'과 '기술 격차' — AI타임스
  • Why it matters: It is worth reading because it frames the gap between basic search use and deeper AI adoption inside organizations.
• 🛡️ 트럼프 영부인과 레드카펫 함께 걸은 ‘휴머노이드 로봇’ — AI타임스
  • Why it matters: It is worth reading because the humanoid robot appearance is a useful signal of public attention and tech visibility.
• 🛡️ These XR glasses effectively replaced my dual monitors for work - and they're $170 off — ZDNet AI
  • Why it matters: It is worth reading because it evaluates XR glasses through a practical work setup lens.

Practical Application

Checklist for Today:

• Separate enterprise adoption, research, experiments, and tools into a simple review queue for the team.
• Read the RAG security and federated learning quality links first and prepare risk-review questions.
• Shortlist the XR glasses and agent workflow items for quick productivity validation.

References

• STADLER reshapes knowledge work at a 230-year-old company - OpenAI News
• Revealing the influence of participant failures on model quality in cross-silo Federated Learning - arXiv CS.AI
• PixelSmile: Toward Fine-Grained Facial Expression Editing - arXiv CS.AI
• PIDP-Attack: Combining Prompt Injection with Database Poisoning Attacks on Retrieval-Augmented Generation Systems - arXiv CS.AI
• [Project] PentaNet: Pushing beyond BitNet with Native Pentanary {-2, -1, 0, 1, 2} Quantization (124M, zero-multiplier inference) - Reddit ML
• “이란, 트럼프 해협 개방해야?”…트럼프, 호르무즈를 '트럼프 해협'으로 언급 - 전자신문 AI
• 이스라엘, 이란 핵시설 2곳 공습…“핵 재건 시도 포착돼 타격” - 전자신문 AI
• 이란, 중국 선박도 막았다…“호르무즈 개방, 트럼프의 거짓말” - 전자신문 AI
• [R] Controlled experiment: giving an LLM agent access to CS papers during automated hyperparameter search improves results by 3.2% - Reddit ML
• [3월27일] "AI, 검색으로만 쓰면 뒤처져"...앤트로픽이 지적한 '학습 곡선'과 '기술 격차' - AI타임스
• 트럼프 영부인과 레드카펫 함께 걸은 ‘휴머노이드 로봇’ - AI타임스
• These XR glasses effectively replaced my dual monitors for work - and they're $170 off - ZDNet AI