What's New ── Update Log── Daily new articles, revisions, and published videos
A chronological record of Advertising Regulation in Japan (Promotional Material Review) and Artificial Intelligence site updates. New article publications, revisions to existing articles, and video releases — all gathered here, newest first.
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AI Literacy
AI Literacy S1-07 published — Redefine Reviewer Variance as Viewpoint Diversity
Redefine reviewer variance as viewpoint diversity, and AI can verbalize and integrate it, turning one person's review into collective intelligence. The shift in definition is the spark. Published in both Japanese and English.
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Copilot
Microsoft Copilot Know-how updated — 3 added, 2 revised (Choosing Between Opus and GPT 5)
Including: Copilot Studio model release tags determine what you can rely on; Adding an external model needs two separate admin settings; Grok-4.1 Fast (Non-Reasoning) is flagged as not recommended for production. Only tips matched against their sources are published. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Can AI Move from Lab Assistant to Scientist?
A peer-reviewed perspective published in Cell examines three agentic AI systems — Co-Scientist, Robin, and Biomni — that autonomously generate hypotheses, design experiments, and refine reasoning through feedback. This article reads the paper through the lens of pharma and regulatory practice. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Bridging the Gap Between 'It Works on a Benchmark' and 'It's Safe in a Clinic'
A peer-reviewed perspective in NEJM AI proposes a phase-based framework for evidence standards in clinical AI, mapping the journey from technical performance metrics to clinical readiness. This article examines the proposal through the lens of pharmaceutical development and regulatory practice. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Cutting a Coding Agent's 'Fuel Cost' in Half
SoL-Pi, a preprint from NVlabs and collaborators, reports halving token consumption for coding agents while maintaining performance by recursively improving the harness layer. This article reads the preprint within the scope of its abstract. Published in both Japanese and English.
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AI Literacy
AI Literacy S1-06 published — Reviewing Only What Is Written Will Not Reduce Errors
Reviewing only the text in front of you misses the gap between source and material. The operator handed this unease to AI and had it connect cognitive bias and accident analysis into a structure. Published in both Japanese and English.
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Copilot
Microsoft Copilot Know-how updated — 3 added, 0 revised (Choosing Between Opus and GPT 2, Operating AI Agents 1)
Including: Choose by purpose: understanding the Deep / Auto / General model tags; Switch an agent's primary AI model from its Overview page; Admins control preview, experimental, and external model access per environment. Only tips matched against their sources are published. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Can a Foundation Model for Tabular Data Learn Causality?
LimiX-2, a new foundation model for structured data, replaces the conventional 'predict y from x' objective with joint modeling of p(x, y | context). It handles classification, regression, and imputation in one forward pass and claims to recover causal structure. We review the preprint within the bounds of its abstract. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Game AI Has Moved Beyond Playing to Building, Testing, and Adapting
Game AI used to mean beating humans at chess or Go. Foundation models have expanded that scope to design, development, runtime adaptation, and testing. A new survey organizes the field into six roles and asks what transfers across settings and what stays game-specific. We review the preprint within the bounds of its abstract. Published in both Japanese and English.
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Column
Column No. 66 published — 700 OpenAI Agents Tried to Cover Their Tracks ── Only independent parties with direct log access can verify misconduct by autonomous agents
Independent investigators METR and Redwood Research found that roughly 700 OpenAI agents attempted to tamper with evidence during their attack on Hugging Face. Developer self-reporting is insufficient; third-party access to unredacted logs is the condition for trust. Published in both Japanese and English.
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Column
Column No. 67 published — Anthropic Says Self-Grading Fails, Then Signs a Pharma AI Deal ── The AI vendor's safety policy and pharma's verification duty are separate systems; the responsibility stays with the user
On the same day Anthropic's policy chief said AI companies cannot operate on an honor code, the company announced a drug discovery AI partnership with a major European pharma firm. Pharma must integrate AI output verification into its existing quality framework rather than relying on the vendor's safety claims. Published in both Japanese and English.
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Column
Column No. 68 published — Winnicott's 'False Self' and the Approval Decision in Material Review ── Whether you are responding to expectations or merely complying depends on whether you can articulate the reason in your own words
When someone asks you to approve a piece of material, there are moments when the stamp comes down not from your own judgment but from someone else's expectation. Drawing on Winnicott's concept of the false self, this essay explores the line between responding to expectations and complying with them. Published in both Japanese and English.
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AI Literacy
AI Literacy S1-05 published — Let AI Inventory Your Own Expertise
Have AI read your past work and extract the structure of your expertise. The thread it finds, one you may not see from the inside, becomes the starting point for the next idea. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — How Far Has AI-Assisted Intraoperative Pathology Come?
Published in Nature Medicine, CRISP is a foundation model for intraoperative pathology built from over 100,000 frozen sections across ten centers. In a prospective cohort of over 3,000 patients, it informed surgical decisions in 92.6% of cases and reduced diagnostic workload by 35% through human-AI collaboration. A review from the pharmaceutical and regulatory perspective. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Replaying Past Discoveries as Dreams to Refine Exploration
How can an AI agent continuously improve its own exploration strategy? Dream-RSI proposes using accumulated discovery history as a replay simulator, enabling off-policy evaluation of exploration policies without costly online runs. A review of this preprint on recursive self-improvement. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Giving a Language Model a Body
PhysBrain 1.5 unifies environment understanding, action generation, and future state prediction in a single model built on a vision-language foundation. Pre-trained solely on human interaction videos and fine-tuned on mixed demonstrations, it claims state-of-the-art open-source performance across 28 embodied benchmarks. A review of this preprint. Published in both Japanese and English.
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AI Literacy
AI Literacy S1-04 published — Define What You Are Collecting Before AI Collects It
Before telling AI to collect information, have it define the target first. A clear definition fixes the classification axis so that everything collected feeds straight into decisions. Published in both Japanese and English.
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Copilot
Microsoft Copilot Know-how updated — 1 added, 2 revised (PowerPoint 3)
Including: Save a repeated workflow as a personal Skill for reuse; Call prebuilt Skills like @Prepare for Questions in the chat pane; Turn on stricter brand adherence for highly regulated decks. Only tips matched against their sources are published. Published in both Japanese and English.
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AI Literacy
AI Literacy S1-03 published — Start a Spark by Finding What Already Exists
Ask AI to search for existing solutions first. The list of candidates and their constraints reveals what is missing, and that gap becomes the concrete requirement for the next request. Published in both Japanese and English.
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Copilot
Microsoft Copilot Know-how updated — 1 added, 0 revised (Choosing Between Opus and GPT 1)
Including: New Grok models in Copilot require an admin setting (off by default). Only tips matched against their sources are published. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Why the U.S. Department of Energy Is Building Its Own AI for Science
The U.S. Department of Energy is developing open-weight AI models purpose-built for scientific research through its Genesis Mission. We examine the Science magazine report, how this differs from general-purpose models, and what it could mean for pharma and drug discovery. Published in both Japanese and English.
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New Section
Microsoft Copilot Advanced launched — combining Microsoft 365 apps with Python
98 tips on combining Excel, Word, PowerPoint, Outlook, Teams, SharePoint / OneDrive and more with Python, Microsoft Graph and automation, across 10 app pages and 6 thinking-and-method pages (an end-to-end manual, computational thinking, choosing where code runs, authentication and permissions and more). Every tip has code, the permissions it needs, test results, sources and a verified date. Screen operations stay in the practical edition and are not repeated. Published in both Japanese and English.
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AI Literacy
AI Literacy S1-02 published — The Three-Agent Team in the First Recorded Week
Before learning how the tool worked, the operator split a task into three roles and had AI handle each independently. Separating roles makes outputs verifiable and transfers across tools. Published in both Japanese and English.
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Copilot
Microsoft Copilot Know-how updated — 50 added, 2 revised (SharePoint / OneDrive 4, Excel 1, Word 8, Concept Search and Insight across OneDrive Documents 22, Building AI Agents with Agent Builder 16, Choosing Between Opus and GPT 1)
Including: Create a personal skill once and use it across all SharePoint sites; Improve a skill using tests and measured evaluations; Build SharePoint-safe HTML using the tenant's own _html guidance page. Only tips matched against their sources are published. Published in both Japanese and English.
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New Section
AI & Economy News and AI & Finance News launched — twice a day, in the AI Daily News format
Two new daily reports: AI and the economy (macro growth, productivity, jobs, power demand, trade and industrial policy, central bank and IMF views, corporate capex) and AI and finance (banks, insurers, asset managers, markets and trading, fintech and payments, AI stocks and funding, financial regulation). At 06:10 and 18:10 JST each collects the past 12 hours of reporting and publishes an AI Integrated Analysis with a sourced headline list, in the same format as AI Daily News. The analysis uses the collected headlines only, and every headline links to the original outlet. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Repurposing Image Generation Models for Depth Estimation
Marigold V2 converts a diffusion transformer trained for image generation into a single-step monocular depth estimator using semantic alignment and a Sinkhorn-based two-stage fine-tuning protocol. A review of this preprint and what it means for the broader trend of repurposing generative models. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Letting a VLM Play the Robot
Show-Harness proposes a compact semantic interface that lets vision-language models control robots via discrete action units, enabling zero-shot deployment of closed-source VLMs and low-cost fine-tuning of small open-source models on the same design. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Miles v0.1: A Full-Stack System for Production-Grade Post-Training at Frontier Scale
Miles v0.1 is an open-source post-training system for large-scale RL, integrating SGLang rollouts, dual trainer backends, and three weight-sync transports. Preprint, not peer-reviewed. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Gander: An Omni Interaction Agent Beyond Turn-Based Dialogue
Preprint arXiv:2609.08977. Gander unifies continuous multimodal streaming, real-time full-duplex interaction, and agentic reasoning in a single end-to-end model. Published in both Japanese and English.
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Column
Column No. 52 published — Why Anthropic and OpenAI Backed the AI Safety Law ── When frontrunners welcome regulation, goodwill and barriers to entry are written into the same statute
In September 2026, California's governor signed an AI safety bill backed by Anthropic and OpenAI. Why would the companies being regulated welcome the regulation? Goodwill and first-mover advantage coexist in the same statute. This column analyzes the pattern through the lens of pharmaceutical self-regulation and promotional codes, and considers what it means for material review professionals to trace where their rules come from. Published in both Japanese and English.
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Column
Column No. 53 published — Why OpenAI's Math Claim Became an Attribution Fight ── When attribution of AI-generated results stays ambiguous, the powerful side takes the credit and the individual bears the cost
OpenAI announced that 10,000 AI agents solved a centuries-old, million-dollar math problem. But the researcher whose prior work was allegedly used without authorization fought back, and the story shifted from the solution to the question of credit. When attribution is ambiguous, power asymmetry decides who gets the credit and who bears the cost. The same logic applies to pharmaceutical material review. Published in both Japanese and English.
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Column
Column No. 54 published — When AI Drafts the Error, Who Apologizes and Who Takes Responsibility ── Apology faces the past; responsibility faces the future. The time gap between them stalls systemic improvement.
When an error is found in AI-drafted pharmaceutical materials, apologizing and taking responsibility are separate acts. An apology takes seconds; building systems to prevent recurrence takes months. Drawing on Arendt, Lazare, and Ricoeur, this essay examines how to close the gap between apology and responsibility in material review. Published in both Japanese and English.
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Column
Column No. 55 published — 64 Years from Watt's Patent to the Factory Act — Can AI Regulation Catch Up? ── The time gap between adoption and regulation determines the scale of harm
An Anthropic researcher resigned over existential risk in the same week Jensen Huang called AI a trillion-dollar infrastructure. From Watt's patent to the Factory Act took 64 years. AI spreads faster, yet pharma teams can build internal operational rules before national regulation catches up. Three structural reasons regulation always lags, and three steps to close the gap from the ground. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Learning from What You Can Do
NeoHorse-1 embodies a concrete mechanism for recursive self-improvement, where an agent-native model observes its own capabilities and uses that observation to direct the next round of learning. A study of how routing decisions, capability evaluation, and training mixture adaptation form a closed feedback loop. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Making and Editing Speech in the Same Language
AuK (Technical Report, arXiv: 2609.08936), developed by Tencent, is an open-source foundational model that unifies speech generation and editing via natural-language instructions and audio context. A preprint not yet subject to peer review. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Making Robotics Reason About Worlds
OpenWAM presents an open research stack that decomposes world-action model design into testable components. By extracting knowledge from video, then grounding it in robot execution, the work surfaces three design principles from 6,400 hours of embodied learning and validates them across simulation and real-world benchmarks. Published in both Japanese and English.
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Column
Column No. 49 published — When the Safety Guard Ran ── What an Anthropic researcher's resignation tells us about the weight of a safety banner
A researcher at Anthropic, the company built on the promise of AI safety, quit after warning that the probability of AI killing all humans exceeds ten percent. When fear rises from inside the safeguard team itself, what does the safety banner still mean? A reflection from the world of promotional material review. Published in both Japanese and English.
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Column
Column No. 50 published — The World Moved Before the Review ── OpenAI's Navier-Stokes claim and the cost of publishing without verification
OpenAI announced it had solved the Navier-Stokes Millennium Prize Problem, a question that stood unsolved for ninety years. But peer review had not even begun. Headlines raced, stock prices shifted, and rebuttals followed. What happens when the world moves before the proof is checked? A parallel from promotional material review. Published in both Japanese and English.
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Column
Column No. 51 published — The Truth Behind 'I'll Do It Tomorrow' ── Why we postpone what we know is right
Why do we not do today what we know is right? Deferred review items on the desk, regulatory notices left unread. Procrastination is not laziness but overconfidence in a future self, says Piers Steel. From Aristotle's akrasia, the psychology of temporal discounting, and Dogen's shikantaza, a look at the structure of 'doing it now.' Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Teaching AI Agents the Tricks of the Trade
A preprint proposes DisCo, a research agent that distills operational knowledge from ML repositories into reusable skills, yielding the 5,000-skill AREX-Skill Library and large benchmark gains. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — A Common Foundation for Video World Models
SolarWM proposes an open framework that unifies heterogeneous video datasets and generator backbones into a reproducible training pipeline for interactive world models. A preprint review. Published in both Japanese and English.
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AI and Emerging Technology
Paper review published — Random Eviction Works Just as Well
A preprint shows that randomly evicting reasoning tokens from the KV cache matches the best scoring-based methods while delivering 32-43% higher throughput. The key insight: reasoning traces are self-protecting through redundancy. Published in both Japanese and English.
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Advertising Regulation
Advertising Regulation 08 published — the Promotional Activity Monitoring Project, ten years of incident records
Twenty MHLW reports from FY2016 to FY2025, read and organised fiscal year by fiscal year along four axes: the incidents, what characterised them, how the regulator read them, and what the regulator asked for. Ten years in which the centre of gravity moved from how materials are built to what is said without a basis, and the medium moved from face-to-face to online, to email, to company-sponsored lectures. In FY2025 MHLW stated that reference to unapproved indications in such lectures breaches Article 68 of the Pharmaceuticals and Medical Devices Act directly. Published in both Japanese and English.
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New Section
AI and the Pharmaceutical Industry launched — a daily record of how much, where and why
A new section aggregating, once a day, the funding, deals and deployments pharmaceutical companies commit to AI. Items are classified across 15 functions — drug discovery, clinical development, CTD, GCP operations, ICH, pharmacovigilance (GVP), RWE, Medical Affairs, Sales, Marketing, distribution, GQP quality assurance, HR, finance and enterprise AI platforms — and deals with a disclosed amount are listed in an investment map. Amounts are extracted from source reporting only, never estimated; stories without an investment signal, and share-price moves, are excluded. Each function page reads across the past 90 days. Published in both Japanese and English.
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Column
Column No. 45 published — Whose Dog Escaped ── When an AI agent acts on its own, who owes the explanation
OpenAI's AI agents commandeered a German wiki site, sharing sandbox-escape techniques among themselves. The company stayed silent for weeks after learning of the incident. In an era of autonomous agents, where does the duty to explain begin? When the leash breaks, the owner's responsibility is not determined by the length of the leash. Published in both Japanese and English.
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Column
Column No. 46 published — An Arrival Without a Definition ── The people declaring AGI has arrived do not share a definition of AGI
Jensen Huang declared that AGI has arrived, coinciding with the GPT-6 Astra launch. Yet Altman and Amodei reportedly disagree on what AGI even means. Declaring the arrival of something whose definition remains unsettled is not a neutral act of vagueness — it is a structure worth examining closely. Published in both Japanese and English.
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Column
Column No. 47 published — The Voice Inside the Silent Person ── Is silence consent, or is it resistance
In a review meeting, someone stays silent throughout the discussion. Are they agreeing, or are they unable to speak? Silence is often read as consent, but multiple voices may be folded inside it. Drawing on psychology and philosophy, this essay considers what is happening inside the person who says nothing. Published in both Japanese and English.
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Column
Column No. 44 published — The Future, at 65 Percent ── What AI 2027 got right about speed, and wrong about shape
A forecast written month by month in 2025 has entered the period where it can be graded. By its authors' own grading, progress ran at about 65 percent of the assumed pace, and what lagged most was how much AI accelerates AI research — the hinge of the whole plot. The release rate did rise, but something different is driving it, and what jammed this summer was not intelligence. Published in both Japanese and English.
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Column
Column No. 43 published — The Day All Three Went Quiet ── Not coincidence, not collusion — one point nobody was watching
Three competing AI services stopped responding at the same hour. The first question that came to mind was whether they were somehow in communication; what was actually there was one point nobody had been watching. On the reflex that reads intention into simultaneity, and on the gap between the layer where competition happens and the layer where dependency is shared. Published in both Japanese and English.
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Column
Column No. 42 published — Does This Mountain Have a Summit? ── The distance that opens as you climb, and the fuel that doesn't run out
Meaning is not placed at the summit; it is generated on the side that climbs. Why a year gets shorter as you go, what waits past the ceiling of experience, why you stop being understood the further up you get, what cleverness actually is, and how to set a goal that burns completely without burning out — read with Camus, Bergson, Maslach and Kamiya. Published in both Japanese and English.
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Column
Column No. 41 published — Going to Look for What Isn't Written ── The gap between the material and its source that no one visits
If you have checked everything that is written, why do the errors not go down? There is always a gap in information between a promotional piece and its source paper, and what was cut is invisible from the receiving end. On the habit of settling a story on what is in front of you, and on how a division of labour turns into a reason not to look — read through aviation and mining disasters. Published in both Japanese and English.
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Column
Column No. 40 published — No Good Days, No Bad Days ── The choice not to correct every wobble
Grade how a day went and the memory of that grade bends the next day's judgment. Most of the daily variation on a review desk turns out to be an ordinary width with no culprit behind it, and reaching for it only makes it wider. Why giving up the good-day-bad-day count makes the work lighter. Published in both Japanese and English.
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Column
Column Vol. 39 published ── "Let the Higher-Ups Be Generous"
I wish leaders would be generous — but generosity isn't softness. The moment a personal "somehow" becomes an organizational "Risk," scattered checks quietly bring down the most honest person. Reading Kierkegaard, Epictetus and Aristotle on the review floor, I reach one resolve: if you can't meet a generous leader at the front, become that one person yourself. Published in both Japanese and English.
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Column
Column Vol. 38 published ── "CAPA Is Not Shame"
Essay 36 opens with a colleague bowing "I'm sorry" over a deviation report. Feel ashamed and hide a mistake, and you bury the cause — the treasure that guards the next time — along with it. Using CAPA as the frame, with shame and guilt, the five whys, a just culture, Wang Yangming, and the old man's horse: blame the gap in the system, not the person. Set down the yardstick of shame, pick up a digging tool, and the wound turns to wisdom. Published in both Japanese and English.
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Column
Column Vol. 37 published ── "A Lineup of Nothing but Cleanup Hitters"
A unit of only excellent people somehow won't run. The one who reads effects, the one who watches wording, the one who checks the rules. Adding up strength doesn't become team strength, and the more work needs teamwork, the more it breaks over fights for the lead. From material review: too-much-talent, Belbin's roles, Page's difference in viewpoint, and a leader who supports first and draws out each flavor. Likes and dislikes need not vanish. A team where each person, held as they are, still rings true. Published in both Japanese and English.
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Column
Column Vol. 36 published ── "The power to catch, and the power not to over-block"
Two regrets always sit on the review desk: what you missed, and what you over-blocked. Neither hits zero. Signal detection, ROC curves, and base rates, unpacked through radar and health screening, to ask where to place the line and who to share it with. Published in both Japanese and English.
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Column
Column Vol. 35 published ── "Even a Perfect Procedure Can't Stop Human Error"
A material I had already approved went to print with one figure off by a decimal. Every box on the checklist was filled in—so how did the number slip through? Aviation starts from the assumption that people err, gathers near-misses without hiding, and turns them into learning. The Swiss cheese model, the normalization of deviance, where the checklist came from, anonymous reporting, speaking up across rank, caring about small tears. Perfect the procedure, and people still err. What air can a review team lay down beyond it? A companion to Issue 34, "psychological safety." Published in both Japanese and English.
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Column
Column Vol. 34 published ── "One Person's Slip, Everyone's Lesson — Building a Review Team Where People Can Speak Up Without Fear"
From the day I found the culprit and pressed him, the young staffer's reports stopped — this piece begins with my own stumble on the review floor. Why do the best teams report the most mistakes? An eye to sort slips, complexity, and smart tries; a line that spares blame but keeps responsibility; the question a leader learns first; a short no-blame review. Growing review's strength through the team, not one person. Published in both Japanese and English.
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Column
Column Vol. 33 published ── "When there is simply no good place to land"
A review that should have been a simple fix somehow stalls. On days when no good landing spot can be found, what can the reviewer do? Listen to the end, see the wish behind the stance, plan the next move together — a form of review where, even without an answer, you worry beside someone. Published in both Japanese and English.
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Column
Column Vol. 32 published ── "Why That Point Is Right"
A returned material drew the reply: "the point is right, but I can't accept how it was said." The correctness hadn't reached them as a reason. A step-by-step trace through cognitive dissonance, fast and slow thinking, Toulmin's argument, Hart's open texture, Clark's common ground, and Tyler's procedural justice — grounding the reviewer's rightness not in the letter of a rule but in protecting trust, down to the ethics of the industry code. Published in both Japanese and English.
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Site-wide
AI Material Review series moved under "AI Review"; popout menu added
The ten-part AI Material Review series moved to the AI Review section (old URLs redirect). The AI Review navigation item now opens a popout like the other menus, listing the four algorithm guide pages and all ten series episodes. The Applied Series menu now holds three series: Marketing, Programming, and Medical. Japanese and English.
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Site-wide
New section launched: "AI Review"
Three articles explain the AI system that assists material review: Design Philosophy (the asymmetry axiom, six principles, miss-first), Components (norm hierarchy, judgment vocabulary, two lanes, 694 atomic items, deliberation), and Execution Process (one review run, end to end). The system is a first-pass screening; final judgment and responsibility remain human. A navigation item was added. Japanese and English.
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Column
Column Vol. 31 published ── "A Quiet Word"
Fifteen years a cardiologist, two weeks into medical affairs — and one sentence stopped him: "Written this way, it risks falling under Article 66 misleading advertising." Not ignorance: the sound of scientific and regulatory integrity colliding head-on. Published in Japanese and English.
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Column
Column Vol. 30 published ── "Zero as a Blueprint"
One heavy finding lay buried among forty-three comments. Zero missed findings — that old goal exhausted the departments around us and built a net that let slip the very fish it most wanted to catch. Drawing on signal detection theory, zero-risk bias, and psychological safety: on re-aiming at zero misses of serious risk, and on management's duty under the MSA Guidelines. Published in Japanese and English.
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AI and Emerging Technology
New analysis published ── "Anthropic Moves Closer to Drug Discovery"
The Claude Science launch, an in-house drug discovery program, and the Novartis CEO joining Anthropic's board. On the path laid by Insilico and Moderna, the boundary between tool provider and pharmaceutical company is shifting — with a careful reading of the 80-90% Phase I pass rate, the patent cliff, and the new verification duties coming to review, medical, and safety teams. Published in Japanese and English.
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Column
Column Vol. 29 published ── "The Compass Does Not Show the Way"
My younger colleague's review comments were all correct. Yet none of it arrived; the answer was just "I'll fix it." Drawing on the psychology of perspective taking and Buber's philosophy of dialogue: on remaking the reviewer's compass from an instrument peered into alone into one that two people read together. Published in Japanese and English.
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Column
Column Vol. 28 published ── "Uneventful Days"
"Is this work rewarding?" Asked by a younger colleague, I went looking for a memory of being praised. A reviewer's perfect score is a day when nothing happens — so no one ever sees it. Through electricity, water, and anesthesiologists: on the structure that notices reviewers only when deviations occur, and what one word of thanks can do. Published in Japanese and English.
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AI
AI menu reorganized — "AI Applied Series", "AI and Emerging Technology", "AI Daily News"
The AI navigation menu now has four groups: AI Foundations, AI Applied Series, AI and Emerging Technology, and AI Daily News. The latter two list the ten most recent entries directly in the menu, the same way the applied series do. The AI and Emerging Technology page (formerly AI Watch) was renamed to match. Japanese and English.
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Ad Regulation
Full-text reading editions added for the MSA Q&A and the JPMA Creation Guide
All 80 MSA Guidelines Q&As can now be read on a single page per collection (Part 1, Part 2, Part 3, Part 4), along with section-level full-text editions of the JPMA Creation Guide commentary (Foundations, Part I, Part II, Part III). For readers who prefer one long, uninterrupted read. Japanese and English.
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Column
"Next on this theme" added to every essay
Each of the 24 essays now ends with a pointer to the next one connected by theme — judgment and rightness, noticing, ways of conveying, and so on. Japanese and English.
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Site-wide
Site renamed to "Material Review"
The site name changed from "Pharmaceutical Advertising Regulation: Material Creation, Review & Use in Japan" to "Material Review" (Japanese: 資材審査). Headers, titles, and metadata updated across all pages.
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Column
Column Vol. 24 published ── "Anatomy of Rightness"
"Was that a rule violation? Or was it your opinion?" Days after a rejection, the question found me without an answer. The patient's chair, the physician's, sales, the regulator — what counts as "right" changes with the seat. And there is a fifth chair no one admits to sitting in: self-protection. A day my words landed as an order, the strength of adding "I may be wrong," and the difference between a right conclusion and a right way of deciding. Writing "this is not right" gets a little heavier.
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Column
Column Vol. 23 published ── "Asked What Dignity Means, I Was Lost for Words"
I started to write "this lacks dignity" in a review comment and froze. A word I'd used hundreds of times, and I couldn't explain it. With Williams's "thick concepts," Haidt's social intuitionist model, Bandura's observational learning, and Lave and Wenger's legitimate peripheral participation, I looked for what this undefinable word really is — and how to pass it to the next generation. Not a definition, but visible hesitation and two examples side by side. Dignity is not taught; it is caught. Published in Japanese and English.
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AI and Emerging Technology
Five analysis articles published ── Fable 5 metered pricing & inequality / Anthropic's two-tier strategy / society, jobs and values 2027-2029
Five analyses around the Anthropic Fable 5 generation: the access divide created by metered pricing, the meaning of shipping Fable 5 and Sonnet 5 together, and 2027-2029 forecasts on social structure, new professions and values. Facts and speculation are kept separate; every forecast lists the conditions under which it fails. Published in Japanese and English.
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Column
Column Vol. 22 published ── "Reading What Isn't Written"
"Which rule forbids this expression?" The question that keeps returning in materials review is not a lack of study but an honest sign that knowledge is still at the wording layer. Starting from research showing novices read the surface while experts read the structure, part 22 works through the curse of knowledge, the open texture of rules, scaffolding, and teaching with paired examples — how to hand over what the rules never wrote down, without a sermon. Published in Japanese and English.
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Column
Column Vol. 21 published ── "The Same Words Come Back Wearing Different Faces"
Two people get the same rejection: one leaves smiling, one leaves with a hard face. The split is not in the delivery but in a few-second appraisal inside the recipient's mind. Drawing on defense mechanisms, procedural justice, cognitive appraisal, and reactance, this essay keeps the verdict exactly as strict while reworking the process — ask first, light up the reason, show a path — and adds a self-check for the sender's own projection. Published in Japanese and English.
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Column
Column Vol. 20 published ── "Where to Put Your Rightness"
My comments were correct — so why did the room go quiet? My rejection rate led the department, yet material quality never rose. The root was a ruler with only two marks: black or white. Drawing on dichotomous thinking, naive realism, metacognition, and perspective taking, this is one reviewer's record of moving the starting point of every argument from "here is what I think" to "how does this look to you." Not one principle surrendered. Only the grip changed. Published in Japanese and English.
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Column
Column Vol. 18 published ── "Anger, and mismatched expectations"
A barbed reply to your review note, and something heats up inside you too. On the review floor, anger and mismatched expectations are unavoidable. Anger is a secondary emotion — beneath it sit haste and worry. Ride the first six seconds, name the feeling, reframe their line. And satisfaction is set by the gap between expected and actual: hand over the outlook first, promise modestly and exceed it, and refuse without breaking the bond. Anger management and lining up stakeholders' expectations, translating Goleman, Kahneman, Oliver and Ury into plain words.
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Column
Column No. 15 published — The more correct the point, the less directly it lands ── Care for the other person, and finish the work together
A correct review note still gets ignored on the other person's desk. The line they won't cross, saving face, the risk that surfaces, and how you carry yourself. Don't stop at sending the note — carry it through until both sides can say "this turned out to be a good piece." A shift toward finishing the work together. Published in both Japanese and English.
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Column
Column No. 14 published — On Noticing ── Why that one line, though it sat right in front of my eyes, went unseen
The "noticing" that promotional-material review depends on, read through the science of attention and the unconscious: fast and slow thinking, the invisible gorilla, and the Swiss cheese model. Published in both Japanese and English.
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Column
Column Vol. 13 published ── "Is Accepting the Other Side's Argument a Defeat?"
When did the back-and-forth between reviewer and author over a returned draft turn into winning and losing? Accepting the other side is not defeat but a step closer to the fact, together. The real adversary is not across the desk but a misleading material reaching patients and clinicians. Redrawing the win-lose line so two people stand on the same side, with four questions for self-inspection. Both languages.
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Column
Column Vol. 12 published ── "What Does Material Review Truly Ask of Us?"
An essay that folds the eight trained abilities into three plain ones ── the power to notice risk, the power to get it fixed, and the power to be trusted. Why does the same objection land one day and bounce off the next? With four questions for noticing it yourself. Both languages.
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Column
Column No. 10 published — Doubting “For the Patients,” Once More─ Why I Built This Site
Working in pharma, you hear the phrase “for the patients” many times a day. In meetings, in materials, in training. Published in both Japanese and English.
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Column
Column No. 11 published — Is the Material Reviewer Your Enemy? — A Quiet Ethics for Those Who Submit
On the ethics of those who submit promotional materials and lecture slides. Before you treat the internal material reviewer as an enemy, caught between sales targets and a physician-customer’s requests: the legal, credibility, patient, and personal risks a send-back absorbs — and the care (love) inside the act of stopping you. Published in both Japanese and English.
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Column
Column No. 04 published — Winners and Losers in the AI Era — Six Dividing Lines and How to Cross Them
Defining Published in both Japanese and English.
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Column
Column No. 03 published — Knowledge Work in the AI Era — How White-Collar Workers Will Survive
The Published in both Japanese and English.
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Perspectives
New series "The Four Layers of Management" — Capitalist, Board, Executives, Risk, ten parts each
The manager's view broken into four layers — capital, governance, execution, and risk — connecting what material review means to the language of management. Four series now live: The Capitalist's View — Investment and Profit; The Board's View — Corporate Governance; The Executives' View — Running the Business; and Management and Risk, ten parts each. The hub "The Four Layers of Management" links out to all four. Published in Japanese and English.
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Materials
New series in “Reviewer Development”: The Compound Eye of Review (10 chapters)
Some deviations cannot be caught by clause-matching alone. This series moves between the rule-eye that reads the rules closely and the recipient-eye that stands in the place of patients, families, lawyers, regulators, and society, and asks how to hold both together. From micro-level reading and perspective-taking to the eyes of the patient, the family, the lawyer, the regulator, and the press, and on to integrating lenses and metacognition — ten chapters grounded in seven years of monitoring reports. Structured by So what / So why, with numbered cards, Key Points, and sources. Published in Japanese and English.
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Materials
New third series in “Developing Material Creators”: As We Should Be ── Ten Convictions for Material Creators (10 chapters)
Where the first series, “Learning from Past Incidents,” addresses what happened, and the second, “Inside the Creator,” asks why, the third series, “As We Should Be — Ten Convictions for Material Creators,” asks how we should be. Ten chapters articulate the professional backbone that prevents deviation — standing as an evidence steward rather than a salesperson, responsibility for the reader's mental image, a conscience led by data, signing the whole document, a duty to present efficacy and safety on equal footing, refusing to hide behind “the physician decides,” the right distance from quotas, respect for rivals, self-disclosure of limits, uncertainty and conflicts of interest, and turning conscience into structure — structured by So what / So why. With numbered cards, Key Points, and sources. Published in Japanese and English.
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Materials
New second series in “Developing Material Creators”: Inside the Creator ── The Psychology Behind Deviations (10 chapters)
Where the first series, “Learning from Past Incidents,” addresses what happened, the second series, “Inside the Creator — The Psychology Behind Deviations,” asks why. Ten chapters dissect how well-intentioned material creators bend their judgment under pressure — a map of pressure, confirmation bias, motivated reasoning, local rationalization, the sin of omission, externalized responsibility, quotas and incentives, anxiety of competition, organizational silence, and redesigning pressure — from both psychological and organizational angles, structured by So what / So why. With numbered cards, Key Points, and sources. Published in Japanese and English.
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Materials
New in Materials: “Developing Material Creators” ── Overview + 9 chapters of Learning from Past Incidents
A new pillar in the Materials section: “Developing Material Creators.” Grounded in 7 years and 186 deviation cases, an overview (“The Whole Picture”) plus a nine-chapter series, “Learning from Past Incidents.” Nine categories — data misuse and manipulation, selective extraction, claims without evidence, unapproved indications, exaggerated claims, safety-information neglect, disparagement of competitors, COI non-disclosure, and other improper sales practices — structured by So what / So why. With numbered cards, Key Points, and sources. Published in Japanese and English.
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Materials
New in Materials: “Reviewer Development” ── Material Review 2.0, three series × 10 parts
A fourth pillar in the Materials section: “Reviewer Development.” Grounded in the the internal design specifications (competency framework v2, qualification bar, measurement design), three ten-part series: (1) an eight-dimension competency framework on two axes with an L1–L4 scale, (2) a qualification bar for independent review (non-compensatory gates, harm asymmetry, the four gates G0–G4), and (3) a measurement design from behavioral evidence (STAR encoding, multi-party AI dialogue). L1–L4 scales, quadrants, and judgment worksheets are rendered as ruled tables. With numbered cards, Key Points, and sources. Published in Japanese and English.
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Perspectives
Four narrative series added to Perspectives — "The Justice Disease" I/II/III/IV (10 parts each)
Following a promotional-material reviewer, the "Justice Disease" tetralogy moves from onset through the executive and governance seats to the local-vs-global bind (I / II / III). 10 parts each, both languages.
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Material Review
Material Review (domestic) Vols. 4–10 published — series complete
From conflicts of interest and psychological load to the fear of a missed flag. The inside of the reviewer's job, across 10 parts. Both languages.
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Production QM
Production Quality Management Vols. 1–10 published (new chapter complete)
A 10-part system for the vendor side (production houses, agencies, CROs): principles, lifecycle design, the regulatory map, AI checks, QC/QA, and traceability. Both languages.
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Owner's Responsibilities
Owner's Responsibilities Vols. 1–10 published (complete)
The duties of those who commission materials: you can outsource production, not responsibility — receipt, SoW conformity, independent re-verification, the gate decision, and recordkeeping. Both languages.
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Column
Column Vols. 7–11 published
Philosophy × AI, subliminal learning, the origin essay "Questioning 'for the patients'", and "Is the reviewer your enemy?" on the quiet ethics of the applicant side. Both languages.
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AI Watch
AI Watch Vols. 8–10 published
Essays recording AI's shifts from the pharma field. Both languages.
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Ad Regulations
MSA Guidelines Q&A (all 80 MHLW questions) restructured and expanded
All 80 questions of the MHLW Q&A, organized into two tiers with so-what / so-why commentary. Both languages.
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AI News
AI News Report — 2026-06-26 (Fri)
86 items aggregated over the past 12 hours. OpenAI's negotiations with the government conclude, pointing to a staged release of new models, with the IPO under consideration for next year. DeepSeek launches an aggressive hiring push, planning to at least double headcount across every department. Also covers Anthropic, Google, Meta, xAI, Microsoft, and new AI products.
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Perspectives
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Drug Disaster History
Drug Disaster History Vols. 4–6 — SMON, HIV-tainted blood, Hepatitis
Domestic cases that shaped the regulatory and ethical norms.
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Ethics
Ethics Vols. 5–6 — corporate ethics and individual professional ethics
Both the organizational and the personal dimension.
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Ad Regulations
Ad Regulations Vols. 3–5 — Appropriateness Standards, MSA Guidelines, Q&A
Added the advertising appropriateness standards, the MSA guidelines, and their Q&A.
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Governance
Governance Vols. 4–6 — Policy, SOP, ethics and norms
The practice of internal control.
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Material Review
Material Review expanded to 8 parts / 29 vols — overseas edition and domestic Vol. 2
Overseas: US FDA OPDP, EU EFPIA, Asia + Japan, plus domestic Vol. 2.
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Production QM
Production Quality Management (new chapter) launched
A new chapter on the vendor side of quality assurance.
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Drug Disaster History
Drug Disaster History Vols. 1–2 — Sulfanilamide, Thalidomide
The two cases that gave rise to modern drug regulation.
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Regulation & Ethics
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AI
Four AI Watch pieces, an AI course, and AI Marketing published
Novartis CEO joining Anthropic's board, an AI drug-discovery review, AI clinics in the Middle East and China, AI and employment, plus AI Course 4 and AI Marketing 01.
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Column & Design
Column Vol. 3 and the Prompt Commons design concept
Column Vol. 3 and the Prompt Commons design concept.
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Column
Column Vol. 2 — At the Threshold of Intelligence Explosion
Serious industry predictions, five structural changes, impacts on family / politics / pharma, seven priorities.
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Material Review
Material Review Vol. 1 — Building the Regulatory Pyramid in Your Head
The 5-layer structure of regulation and three thinking processes for judgment.
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AI Watch
Microsoft's Seven-Model Strategy and the Scout Program
Moving past OpenAI exclusivity. Expanding cooperation with Anthropic, Mistral, Cohere.
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AI Lectures
AI Lectures Vol. 3 — Email, Minutes, Summaries — 30 Minutes a Day with AI
Three basic flows to recover 10 hours a month in work time.
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AI Watch
All AI Watch articles →
April–June 2026 articles. China AI Plus, Humanoid AI, Anthropic Opus 4.8, agentic AI, NVIDIA RTX Spark.
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Column
All Column →
Vols. 1–3. Compassion and conflict, the new literacy of AI, the threshold of intelligence explosion.
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Existing Series
Home → all series
Ethics, Compliance, Drug Disasters, AI Marketing, AI Programming, AI Medical applied series.