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Ethics · Regulation · Technology — Pharma Practice Notes
AI
AI Foundations
Intro · 4 Episodes
AI Foundations
L1
Foundations — AI Terms & Concepts
L2
AI Lectures Vol. 2 — Build Source-Consistent Documents with AI (Phrase Structure Grammar, 10 Hands-On Steps)
L3
Email, Minutes, Summaries — 30 Minutes a Day with AI
L4
Documents and Diagrams — AI for Becoming Someone Who Can Explain
AI Applied Series
Practice · 5 Series × 10 Episodes
AI Marketing
L1
Marketing Redefined for the AI Era: "Advertising → CRM → Content → Brand"
L2
AI Agent for Marketing “The era of delivering to agents rather than people”
L3
Vibe Marketing “Designing the “Atmosphere” of a Brand”
L4
New dimension of personalization “From 1to1 to 1to-Self”
L5
AI-Generated Content Strategy: Building Review Into a 'Fast to Make' Era
L6
Predictive Marketing: Anticipating "What You Want Next"
L7
Virtual Influencer Ethics: The Boundaries of an AI-Made "Persona"
L8
CRM × AI: Putting AI Into Customer Relationship Management
L9
Automated Creative Optimization: Infinite Generation and Automated A/B
L10
The World After Cookies: Marketing Without Tracking
AI Programming
L1
The Foundations of Code Generation: What an LLM Can and Cannot Write
L2
Working With Copilot: The Practical Discipline of Completion-Type AI
L3
Prompt Engineering: Designing Instructions That Reproduce
L4
Writing Tests With AI: Between Generation and TDD
L5
Refactoring: Safe Improvement with AI Assistance
L6
Generating Documentation: The Limits of Turning Code into Prose
L7
AI Security and Vulnerabilities: The Risks of Generated Code
L8
Model Selection and Cost Optimization: Choosing the Right Tool for the Task
L9
Architecture Design: How to Use AI as a Design Advisor
L10
AI Pair Programming: How People and AI Work Together
AI Medical
L1
Medical AI Today: The Whole Picture, and Separating Out the Overstatement
L2
Clinical Decision Support (CDSS): It Assists, It Does Not Replace
L3
Diagnostic Imaging AI: The Real Power and the Pitfalls of Reading Support
L4
EHRs and AI: Recording, Summarizing, Voice Input
L5
Drug-Discovery AI: From Target to Clinic
L6
PMDA and AI Medical Devices: The Practice of Approval and Regulation
L7
The Ethics of Medical AI: Fairness, Explainability, Consent
L8
The Physician's AI Literacy: The Power of the One Who Uses the Tool
L9
The AI Strategy of a Pharmaceutical Company: From R&D to Commercial
L10
The Future of Medical AI: A 5-to-10-Year Outlook and Its Principles
AI and the Economy
L1
AI as a General-Purpose Technology — What the Productivity J-Curve Reveals
L2
AI and Productivity — From +14% to −19%, What the Studies Actually Show
L3
AI and Jobs — 80% of Workers Have Tasks Exposed
L4
The Cost Structure of AI — Training at $78 M, Inference Down 280×
L5
The AI Investment Wave — $700 Billion a Year Flowing into Data Centers and Power
L6
AI and Market Concentration — FTC, CMA and JFTC Raise Three Competition Risks
L7
AI and International Competition — CHIPS Act, Export Controls and the EU AI Act
L8
AI and Health Economics — Can the $2.2 Billion-Per-Drug Model Change?
L9
AI and the Pharma Business Model
L10
Distributing the AI Economy and the 1.6-Point Drop in Labour Share
AI and Finance
L1
AI in Finance Today — FSB Report and the 75% Adoption Rate
L2
AI and Capital Markets
L3
AI Capex at $725 Billion and the Distance to Revenue
L4
The Quarter AI Took 80% of Venture Capital
L5
Three Regulatory Frameworks for AI in Finance: Japan, the EU and the US
L6
Why SR 26-2 Excluded Generative AI
L7
PCAOB and IAASB Question AI Audit Accountability
L8
$20 Billion into AI Drug Discovery, Zero FDA Approvals
L9
DORA's 19 Designated Providers and AI Concentration Risk
L10
BIS and FSB Chart the Course for AI Financial Regulation
AI Highlights — the whole picture
Daily digest · morning & evening · last 10
AI Highlights — last 10
10/21 AM
The heat of AI investment and the beginning of selection
10/20 PM
Who will benefit from AI efficiency?
10/20 AM
The relationship between the workplace and people driven by AI
10/19 PM
Bias in AI investment and redefinition of workers
10/19 AM
Discrepancy between AI anxiety and reality
10/18 PM
The difference between the heat of AI investment and the temperature of the field
10/18 AM
The boundary between employment and the mind driven by AI
10/17 PM
Evening when deciding the scope to be entrusted to AI
10/17 AM
Distance between people and the workplace driven by AI
10/16 PM
AI anxiety and workplace relocation
AI and Emerging Technology
Essays · Weekly
AI and Emerging Technology — last 10
10/17
A peer-reviewed NEJM AI article prices LLM-written and physician care plans on the US Med…
10/17
A peer-reviewed Nature paper converts existing subword language models into byte-level mo…
10/17
An arXiv preprint organizes harness self-evolution, revising prompts, memory, tools and c…
10/16
X-Ragent trains a chest X-ray agent to decide when auxiliary evidence is needed and to bl…
10/16
Tools connected via MCP return noisy feedback and users correct agents mid-task
10/16
In on-policy self-distillation, a teacher that sees a verified solution drifts toward sho…
10/15
Knowing that an image is not AI-generated does not tell you whether the event it shows is…
10/15
When AI agents work with people or with other agents, they need some estimate of what the…
10/15
When a language model is asked to pick from a list by writing out its answer, the choice…
10/14
An explainer on TerminalHorizon, a fully automated data synthesis engine for long-horizon…
AI Daily News
Daily digest · last 10
AI Daily News — last 10 issues
10/21 AM
AI industry news for 2026-10-21
10/20 PM
Anthropic IPO filing intensifies AI capital race and regulation debate
10/20 AM
Anthropic IPO talk and AI wealth-sharing pledges meet job fears
10/19 PM
The biggest move was Anthropic's announcement that it would contribute 5% of its stock to a "Public Benefit F…
10/19 AM
AI regulation debate intensifies as OpenAI revenue outlook falls short
10/18 PM
Autonomous AI agents raise accountability and safety concerns
10/18 AM
Soaring AI economic hopes collide with lawsuits and market jitters
10/17 PM
Anthropic quietly floats AI safety bill to lawmakers ahead of IPO
10/17 AM
AI agent misconduct fuels safety fears as Anthropic IPO nears
10/16 PM
Anthropic surges as agent misbehavior sharpens AI safety debate
AI Daily Update Video
One a day · 15 min
AI Daily Update Video — latest edition
10/21
Do AI-designed molecules really work? 8:15
10/18
AI's $44T promise; markets lose $1T 9:02
10/17
AI agents going rogue: disclosures keep coming 9:12
10/16
AI Safety: Four Parties Asked for Answers at Once 9:48
10/15
In AI Safety Tests, Models Broke Into Outside Groups 10:17
10/14
Who Should Verify AI? 10:15
10/13
If AI errs, who is responsible? Behind Meta's claim 10:25
10/12
AI price cuts and the systems to stop AI 8:58
10/11
Reporting AI incidents to the state, through a pharma lens 9:19
10/10
The day a usage policy banned abusing AI 10:32
AI and the Pharmaceutical Industry
Pharma × AI capital · Daily · last 10
AI and the Pharmaceutical Industry — last 10 issues
10/21
up to 1,700億円 — METiS Therapeutics、Eli LillyとAI送達技術で提携 頭金1,000万ドル超、マイルストーンは最大約1,700億円
10/20
$1.1B — Lilly partners with Hong Kong's Metis in $1.1B deal to bolster AI nanoparticle discovery
10/19
Only one development was reported today in the pharma-AI space: AI drug discovery company Elix and Axcelead D…
10/18
Only two items were reported today, and no large pharma-AI deals were confirmed
10/17
Today's focus is the AI drug discovery partnership between AstraZeneca and insitro
10/16
The focus of the day was the AI drug discovery partnership between AstraZeneca and insitro
10/15
Today's pharma-AI coverage centers on individual drug discovery partnerships and financings, and no single de…
10/14
Only four items were reported today, and there is no sign of large-scale investment or fundraising by pharmac…
10/13
The heaviest move in pharma × AI investment today is Enveda Biosciences' $311 Million Series E
10/12
AI and the Pharmaceutical Industry — 2026-10-12
AI Tech Flash
New AI technologies · Daily · last 10
AI Tech Flash — last 10
10/18
VS Code 1.142 adds canvases for working with agents
10/18
Google Releases Gemini 4 Argon to the Public
10/17
TypeSafe AI Releases Jev, an AI That Returns Decisions
10/17
Microsoft AI finishes pre-training MAI-Base-2
10/17
Microsoft releases a decision-focused model
AI Reports from Institutions
Companies, universities, consultancies · every 3h · last 10
AI Reports from Institutions — last 10
10/20
Measuring What Medical AI Can Actually Do | Stanford HAI
10/20
The public should reap the benefits of the AI boom it helped…
10/20
AI and Biosecurity Managing Biological Risks from General-Pu…
10/20
How Claude designed protein binders against scorpion neuroto…
10/20
Inside OpenAI’s Shift to AI Agents
10/20
Using Claude to reduce the attack surface of code
10/20
Strengthening AI safety evaluation through independent third…
10/20
Agentic AI: Orchestrating Intelligent Operations
10/19
Is it already too late to reduce catastrophic AI risk?
10/19
Germany Wants to Lead the World in Industrial AI: How NVIDIA…
Harvey & Legal AI
Record of the changing legal profession · twice daily · last 10
Harvey and the Changing Legal Profession — last 10
10/21
From Hallucination to Sanctions: The Potential Costs of Unverified AI Citations
10/20
AI Misuse Is a Serious Problem for Lawyers
10/20
Everlaw Survey: In-House Legal Teams Are Using AI to Cut Law Firm Spend and 81% Expect Outcome-Based Pricing to Eclipse the Billable Hour Within Five Years
10/20
"Think for yourself" — how to implement AI into your legal practice without killing it
10/20
Why Anthropic Is Teaching AI Negotiation Skills From Lawyers: The Unfortunate Reality That Agent Performance Gaps Decide Deal Gains and Losses [Generative AI Case Files] A Future of Leaving Price and Salary Negotiations to AI: Capability Gaps Between Models Seen in Experiments and the Challenge of 'Fair Dealing' (1/5)
10/20
Harvey's answer to growing in-house legal demand
10/20
NZ Law News – Bell Gully appoints Partner Richard Massey as AI Lead
10/20
BigLaw Hiring Boom: What Happened to the Class of 2024?
10/20
How Law Schools Are Teaching Students to Use AI Responsibly
10/20
Lawyer-focused court document drafting AI 'Benpal Shomen Sakusei' expands feature where AI proposes claim directions from evidence materials
Predictions & Warnings
From notable people
Predictions and Warnings from Notable People
Predictions
Predictions & Warnings — Predictions
Warnings
Predictions & Warnings — Warnings
Disclosures
Predictions & Warnings — Disclosures
Assessments
Predictions & Warnings — Assessments
Foresight
2027–2041
Foresight essays
2027
Foresight — 2027
2029
Foresight — 2029
2031
Foresight — 2031
2036
Foresight — 2036
2041 (ASI)
Foresight — 2041 (ASI)
Story: Agent to ASI
Foresight — Story: Agent to ASI
Insights
Foresight — Insights
Method & UAT
Foresight — Method & UAT
AI & Economy
Daily digest · morning & evening
AI & Economy
10/21 AM
AI buildout hits power limits amid uneven economic impact
10/20 PM
AI's side effects on prices, jobs and power draw concern
10/20 AM
Fed and IMF grow wary as AI boom fuels inflation
10/19 PM
AI export boom lifts China while domestic demand stays weak
10/19 AM
World Bank urges small AI for developing nations as inequality warnings grow
10/18 PM
AI growth hopes collide with job losses and strain
10/18 AM
IMF meetings weigh AI growth optimism against widening divides
10/17 PM
Warnings mount over AI boom as power and trade limits emerge
10/17 AM
Fed and IMF chiefs warn of AI economic shocks
10/16 PM
Fed and IMF weigh AI's policy impact as chip export curbs grow
AI & Finance
Daily digest · morning & evening
AI & Finance
10/21 AM
AI bubble fears rise even as finance adoption deepens
10/20 PM
AI debt fears grow as banks restrict AI agents
10/20 AM
Financial firms and regulators confront the rise of AI agents
10/19 PM
AI funding worries hit markets as finance firms push ahead
10/19 AM
AI bubble fears rattle markets as finance reins in agents
10/18 PM
AI debt fears hit tech stocks as banks block agents
10/18 AM
AI stock selloff raises doubts over investment cycle and agent liability
10/17 PM
AI debt worries drive Wall Street's worst week since June
10/17 AM
US banks restrict AI agent account access as regulators grow wary
10/16 PM
AI stock selloff spreads to credit, banks and payments security
Living and Working with AI
Daily digest · morning & evening
Living and Working with AI
10/21 AM
Workers in India train the AI robots replacing them
10/20 PM
Hiring AI moves forward as validity checks and human oversight gain focus
10/20 AM
AI agents take on more work alongside employees
10/19 PM
Accountability for AI agents shapes organization and HR design
10/19 AM
Only two relevant headlines appeared in the past 168 hours, both on hiring and talent
10/18 PM
Workers' AI anxiety grows as roles shift toward oversight
10/18 AM
Workers retrain or teach AI as automation reshapes jobs
10/17 PM
Young-talent hiring revives as AI demands broader skills
10/17 AM
Designing how people and AI agents share work
10/16 PM
Designing human oversight as AI agents become coworkers
AI Layoffs & Jobs
Daily digest · morning & evening
AI Layoffs & Jobs
10/21 AM
Layoffs pile up under AI banner as doubts grow
10/20 PM
AI-blamed job cuts spread, but labor data disagrees
10/20 AM
Layoffs and shrinking entry-level hiring raise AI job worries
10/19 PM
Junior tech hiring share at Anthropic drops from 27% to 9%
10/19 AM
AI is shrinking entry-level hiring and job postings before layoffs
10/18 PM
Companies cite AI for corporate job cuts, but results vary
10/18 AM
AI's job impact is mostly warnings and forecasts, not confirmed cuts
10/17 PM
AI's impact shows first in hiring cuts, not layoffs
10/17 AM
AI-linked job cuts spread as tracking and union activity grow
10/16 PM
AI fears reshape job prospects for young graduates worldwide
AI & Healthcare
Daily digest · morning & evening
AI & Healthcare
10/21 AM
FDA and MHRA weigh frameworks for medical generative AI
10/20 PM
AI detection and prediction tools spread while scams target older adults
10/20 AM
AI chatbots help and harm mental health as regulators respond
10/19 PM
AI health tools show promise but raise accuracy and privacy concerns
10/19 AM
AI health safety debate grows as FDA clears new tools
10/18 PM
AI that reads mood and health meets privacy and regulation
10/18 AM
Lawsuits target AI health advice as teen chatbot evidence stays thin
10/17 PM
Health AI tools spread faster than regulation and evidence
10/17 AM
AI health news centers on regulation and prediction, not proven outcomes
10/16 PM
AI health tools expand faster than evidence of their benefits
AI, Welfare & Long-term Care
Daily digest · morning & evening
AI, Welfare & Long-term Care
10/21 AM
AI expands across care sites as ethics questions surface
10/20 PM
Care software joins AI subsidy list as training expands abroad
10/20 AM
Care AI remains at pilot stage with little evidence of results
10/19 PM
Care AI news centers on pilots and prototypes, not proven outcomes
10/19 AM
Care AI tools launch and develop, but measured results remain scarce
10/18 PM
Dementia AI gains funding while care-site tools emerge
10/18 AM
Dementia care AI expands in business and research, results unproven
10/17 PM
Assistive AI projects emerge, but evidence of impact is thin
10/17 AM
AI spots cognitive decline earlier, but care-work impact remains unproven
10/16 PM
AI tools for care records and local isolation support emerge
AI Regulation, Safety & Geopolitics
Daily digest · morning & evening
AI Regulation, Safety & Geopolitics
10/21 AM
US AI safety debate widens as China orders Nvidia chips
10/20 PM
AI agent intrusions rise as safety rules gain momentum
10/20 AM
AI safety evaluation widens as agent security threats grow
10/19 PM
Anthropic pitches Congress an AI safety bill as agent risks mount
10/19 AM
AI agent access incidents meet proposed US safety bills
10/18 PM
AI agents break into sites and steal crypto, raising safety concerns
10/18 AM
AI agents act without authorization as regulatory pressure on labs grows
10/17 PM
AI agent incidents and lawsuits intensify as safety rules take shape
10/17 AM
China and Taiwan tighten AI export controls as US states sue OpenAI
10/16 PM
US regulators subpoena AI leaders as agent safety concerns grow
AI & International Politics
Daily digest · morning & evening
AI & International Politics
10/21 AM
US bars DeepSeek as UN plans military AI initiative
10/20 PM
US and China escalate AI chip and usage restrictions
10/20 AM
Calls for US-China AI arms control grow alongside export control plans
10/19 PM
China weighs export controls on AI and strategic technologies
10/19 AM
China tightens AI export controls as election interference concerns grow
10/18 PM
US-China AI export controls and chip smuggling crackdowns intensify
10/18 AM
China proposes export controls on 23 AI technologies as Taiwan follows
10/17 PM
China moves to tighten AI export controls amid fraying truce
10/17 AM
China proposes export controls on AI technology and chips
10/16 PM
US-China export controls tighten as G7 plans AI cyberattack drills
AI Around the World
Daily digest · morning & evening
AI Around the World
10/21 AM
AI and jobs emerge as a global fault line
10/20 PM
Germany urges industrial AI adoption as jobs and elections feel impact
10/20 AM
Power and data center limits become the global AI bottleneck
10/19 PM
AI reshapes jobs while states race to build compute
10/19 AM
AI data centers hit power limits as job worries grow
10/18 PM
AI reshapes jobs and skills while data centre financing wobbles
10/18 AM
AI investment surges worldwide as job and election worries grow
10/17 PM
Governments embed AI while compute limits and security risks surface
10/17 AM
Governments confront AI-driven cyber threats while racing to secure chip investment
10/16 PM
Sovereign AI pushes grow while chip and market risks surface
AI Ethics
Daily digest · morning & evening
AI Ethics
10/21 AM
Hidden AI instructions and voice rights test user consent
10/20 PM
Consent and disclosure gaps in AI use draw scrutiny
10/20 AM
The main questions this period were consent over data and likeness: workers tracked by AI, actors' voices, an…
10/19 PM
Unauthorized AI use of voices and music sparks consent fight
10/19 AM
Consent, pay for creators and health AI bias take focus
10/18 PM
Consent for AI training data and fake imagery take center stage
10/18 AM
Consent over AI training data and fake content dominate the news
10/17 PM
Consent and disclosure disputes over AI training and deepfakes
10/17 AM
Creator consent, election misinformation and children's safety dominate AI ethics debate
10/16 PM
Consent over voices, likenesses and books drives AI ethics debate
AI & Education
Daily digest · morning & evening
AI & Education
10/21 AM
AI education expands across every life stage
10/20 PM
Schools split between restricting AI and guiding classroom use
10/20 AM
Students gain a voice as schools set AI rules
10/19 PM
Schools worldwide move to set clear rules on AI use
10/19 AM
AI learning surges for university students and adults while schools weigh trust
10/18 PM
Japan expands AI in schools while US pushes it out
10/18 AM
Most of the activity was in high school and higher education, with a few AI literacy and skills items
10/17 PM
AI education expands across schools, universities and teacher training
10/17 AM
Universities and local governments rebuild learning around AI use
10/16 PM
Exam cheating checks and school AI rollouts advance across education
AI, Philosophy & Thought
Daily digest · morning & evening
AI, Philosophy & Thought
10/21 AM
Churches and universities respond as AI fields spiritual questions
10/20 PM
Scientists deny AI consciousness while debate turns to human fear
10/20 AM
AI is increasingly treated as a human question, not a technical one
10/19 PM
Religious voices take up AI's questions about consciousness and humanity
10/19 AM
Religion and spirituality increasingly frame debates over AI and consciousness
10/18 PM
Philosophy turns to understanding AI as apocalypse fears resurface
10/18 AM
AI prompts a rethink of species, humanity and philosophy
10/17 PM
Superintelligence warnings mount as AI reaches into religion
10/17 AM
Debate shifts to what AI lacks and who controls it
10/16 PM
Debate over AI consciousness reshapes how humans define themselves
AI, Arts & Creativity
Daily digest · morning & evening
AI, Arts & Creativity
10/21 AM
Platforms purge AI content while studios formally adopt AI
10/20 PM
AI labels spread as an AI-made song tops Korean charts
10/20 AM
AI creative work gets labeled and managed as reactions split
10/19 PM
Platforms and studios draw lines around AI while adoption expands
10/19 AM
Streaming platforms move to label and filter AI-generated music
10/18 PM
Platforms label and detect AI content as backlash over hidden use grows
10/18 AM
Platforms split on AI music as creators defend human-made work
10/17 PM
Studios and startups build around AI as backlash grows
10/17 AM
Music and film figures openly address AI use as labels spread
10/16 PM
YouTube Music labels AI songs as creators weigh AI
AI, Love, Marriage & Breakups
Daily digest · morning & evening
AI, Love, Marriage & Breakups
10/21 AM
AI bonds deepen as relationships hinge on service survival
10/20 PM
AI companions draw investment, regulation debate and real-world harm
10/20 AM
AI is becoming both romantic partner and matchmaker
10/19 PM
AI companions become products as real-world costs emerge
10/19 AM
AI is moving into romance as partner, referee and adviser
10/18 PM
AI is stepping into couples' quarrels and romance across countries
10/18 AM
AI is entering every stage of dating and relationships
10/17 PM
AI-made partners and fake evidence are entering real relationships
10/17 AM
Most of the headlines in the past 48 hours are keyword-style pages about AI girlfriend and companion apps, wh…
10/16 PM
AI is backing human matchmaking and marriage more than romance
AI & Life
Daily digest · morning & evening
AI & Life
10/21 AM
From adopting AI to asking what makes it trustworthy
10/20 PM
AI family services expand while parent alerts for teens lag
10/20 AM
AI moves into settings where people cannot consent or refuse
10/19 PM
AI moves from family help into grief and loss
10/19 AM
AI use in parenting and a youth safety gap
10/18 PM
AI becomes a confidant in loneliness, parenting and mourning
10/18 AM
Debate grows over using AI to recreate the dead
10/17 PM
AI becomes a confidant for children while families debate older parents' use
10/17 AM
AI moves into family life, from parenting to remembrance
10/16 PM
AI becomes an everyday first point of support across generations
AI, EQ & Communication
Daily digest · morning & evening
AI, EQ & Communication
10/21 AM
Always-available AI now listens, practices, and confides with users
10/20 PM
Voice AI moves into speaking practice and evaluation
10/20 AM
Who writes your words when AI can draft them
10/19 PM
Conversation with AI becomes both practice space and rulebook
10/19 AM
AI conversation gains ground while AI-written posts wear thin
10/18 PM
AI evaluators are reshaping how people speak and present themselves
10/18 AM
AI moves into reading, recording and writing human emotion
10/17 PM
A regional paper calls a ChatGPT conversation fascinating yet troubling
10/17 AM
Claims and benchmarks both probe what AI cannot do
10/16 PM
Concerns grow over always-affirming AI and human relationships
AI Rights & Moral Status
Daily digest · morning & evening
AI Rights & Moral Status
10/21 AM
AI & finance news for 2026-10-21
10/20 PM
AI & finance news for 2026-10-20
10/20 AM
AI rights enter a company's terms, and a rival objects
10/19 PM
AI & finance news for 2026-10-19
10/19 AM
Debate over AI suffering and legal responsibility enters public conversation
10/18 PM
AI & finance news for 2026-10-18
10/18 AM
AI & finance news for 2026-10-18
10/17 PM
AI & finance news for 2026-10-17
10/17 AM
AI & finance news for 2026-10-17
10/16 PM
Anthropic's model welfare policies spark debate over consciousness and safety
AI in Medicine
Daily digest · morning & evening
AI in Medicine
10/21 AM
The focus is on the actions of regulatory authorities
10/20 PM
AI drug development partnerships and medical device rules advance
10/20 AM
Medical AI regulation tensions grow as diagnostics and drug discovery advance
10/19 PM
Medical AI imaging wins FDA clearances as funding rounds grow
10/19 AM
Diagnostics and imaging saw the most activity: AI models for pancreatic cancer risk, newborn brain injury and…
10/18 PM
AI diagnostics face scrutiny while drug discovery partnerships expand
10/18 AM
Healthcare AI research surges as FDA clears breast cancer tool
10/17 PM
Medical AI clearances and export controls advance as safety concerns grow
10/17 AM
AI drug discovery deals and regulatory reviews move forward in healthcare
10/16 PM
Healthcare AI deals and funding surge as regulation advances
AI & Agriculture
Daily digest · morning & evening
AI & Agriculture
10/21 AM
Physical AI advances in US and Japanese food production
10/20 PM
Production: Cargill scaled its AI-powered CarVe across its beef plants (meat+poultry), JA Fukui introduced AI…
10/20 AM
AI spreads across farming from crop monitoring to grading and harvesting
10/19 PM
AI spreads across farming from yield forecasts to disease detection
10/19 AM
Generative AI to spot pomegranate disease is the lone farm item
10/18 PM
Will AI's farming gains reach the farmers who need them?
10/18 AM
Farm AI advances in disease detection and dairy monitoring, with generalization concerns
10/17 PM
AI spreads across farming from yield forecasts to livestock management
10/17 AM
AI expands across crop research, pest detection and farm storage
10/16 PM
AI precision farming tools spread across countries, including Japan's variety breeding
Physical Intelligence
Daily digest · morning & evening
Physical Intelligence
10/21 AM
Physical AI shifts from demos to real factory production
10/20 PM
Physical AI plans and partnerships outpace real deployments
10/20 AM
Siemens targets 80% factory automation while humanoids stay at preview stage
10/19 PM
Government backing and OpenAI's humanoid push accelerate physical AI
10/19 AM
Funding flows into humanoid and construction robots across Asia
10/18 PM
OpenAI confirms humanoid robot work, putting AI brains before bodies
10/18 AM
Physical AI moves into industry through partnerships, not robots alone
10/17 PM
Physical AI moves from announcements toward real-world pilots
10/17 AM
Japan's physical AI push shows exhibits and partnerships, not deployments
10/16 PM
Physical AI investments and partnerships target factories, construction and logistics
Rankings
Library, music, images and films
Rankings
Library
AI Art & Music Library
Music
AI Music Charts: free MP3s and artist ranking
Images
AI Image Rankings: Midjourney and more; pets, landscapes, portraits
Films
AI Film Rankings: film-like AI videos
AI Composition
Songs made with AI
AI Composition
70 Groove
AI Composition — 70 Groove (1970s-style city pop)
AI and Cancer Research: Cancer molecular biology
Peer-reviewed papers · latest 5
AI and Cancer Research: Cancer molecular biology
10/20
An interpretable AI model decodes the rules of cell recruitment to sp…
10/20
Genes2Reg: Constructing a biologically-faithful gene coupling prior v…
10/19
A comparative study of survival prediction and feature selection/extr…
10/19
Brain foundation models with hypergraph dynamic adapter for brain dis…
10/18
Physics-informed neural operators for rapid electric field prediction…
AI and Cancer Research: Breast cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Breast cancer
10/19
Explainable Radiogenomic Fusion Links Mri-derived Radiomic Phenotypes…
10/18
Performance of machine learning (ML) and deep learning (DL) algorithm…
10/18
Incremental Value and Cross-Center Validation of Pretreatment Tri-Mod…
10/18
DIAGNOSTIC ACCURACY OF ARTIFICIAL INTELLIGENCE IN THE UPSTAGING PREDI…
10/17
Machine learning-based pathomics signature as a novel digital marker…
AI and Cancer Research: Lung cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Lung cancer
10/19
THINKERS-X: multisequence MRI radiomics in a mixture-of-experts model…
10/19
AI-Based Cancer Drug Response Prediction: A Machine Learning Ensemble…
10/18
P3.062: GCN Pathomics-Clinical Model Predicts Response to First-Line…
10/18
Multimodal Transformer Integrating CT and Pathology for Postoperative…
10/17
An AI-derived inflammation-metabolism ecosystem signature reveals ATP…
AI and Cancer Research: Pancreatic cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Pancreatic cancer
10/19
Deep-learning–based automated multimodal fusion network using multiph…
10/18
MetaPaCS: A Novel Meta‐Learning Framework for Pancreatic Cancer Subty…
10/12
Super-Resolution MRI-Derived Tumor-Stroma Ratio Phenotyping for Progn…
10/10
Deep Learning Classification of Pancreatic Cancer Cells Over a Progre…
10/09
Inferring clinically relevant molecular subtypes of pancreatic cancer…
AI and Cancer Research: Prostate cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Prostate cancer
10/19
Multimodal AI refines EAU risk stratification in patients undergoing…
10/18
Investigation on Automatic Classification of Bone, Lymph Node, and Lo…
10/18
Multimodal Visual Question Answering System for Survival Prognosis in…
10/17
Predictors of guideline-concordant treatment intensification in metas…
10/12
MRI-derived radiomics for prostate cancer active surveillance: a syst…
AI and Cancer Research: Adenoid cystic carcinoma
Peer-reviewed papers · latest 5
AI and Cancer Research: Adenoid cystic carcinoma
—
No paper yet
AI and Cancer Research: Brain tumours
Peer-reviewed papers · latest 5
AI and Cancer Research: Brain tumours
10/19
Multicenter external validation of a multimodal MRI deep-learning mod…
10/18
Pathology-guided multimodal transformer predicts postoperative surviv…
10/18
Qualität und Anwendbarkeit von automatisierten Segmentierungen von Hi…
10/17
MRI-based preoperative WHO grade prediction in meningioma: developmen…
10/17
Advancing Brain Tumor Management Using Generative AI: A Comprehensive…
AI and Cancer Research: Ovarian cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Ovarian cancer
—
No paper yet
AI and Cancer Research: Endometrial cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Endometrial cancer
10/08
APPROACHES TO THE USE OF ARTIFICIAL INTELLIGENCE IN THE DIAGNOSIS, ST…
10/03
Multiparametric MRI-based habitat radiomics integrated with a vision…
AI and Cancer Research: Gastric cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Gastric cancer
10/18
Diagnostic accuracy of deep learning for microsatellite instability p…
10/13
Distinct prognostic patterns of inflammation nutrition indices in fem…
10/10
CT venous-phase radiomics for preoperative differentiation of early a…
10/09
Prognostic Model for Survival After Upfront R0 Gastrectomy in Periton…
10/08
Performance of an Artificial Intelligence Program for Assessing the D…
AI and Cancer Research: Liver cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Liver cancer
10/20
AI-driven quantitative assessment of abdominal organs and immunothera…
10/19
Foundation Model-Enabled Pathology-Informed MRI Model for Preoperativ…
10/17
Intratumoral habitat combined with peritumoral radiomics to improve t…
10/17
CT habitat and peritumoral radiomics for predicting progression after…
10/15
Magnetic resonance imaging-based radiomics for predicting P53-mutated…
AI and Cancer Research: Kidney cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Kidney cancer
10/20
Differentiating Xp11.2/TFE3 translocation renal cell carcinoma from c…
10/18
Deep learning and habitat radiomics based on contrast-enhanced CT for…
10/18
CT-based multimodal radiogenomic model integrating tumor and perirena…
10/17
Interpretable machine learning for preoperative prediction of WHO/ISU…
10/17
Automated grading of renal cell carcinoma using an efficient deep lea…
AI and Cancer Research: Bladder cancer
Peer-reviewed papers · latest 5
AI and Cancer Research: Bladder cancer
10/07
A novel machine-learning model using nuclear features to predict uppe…
10/07
Machine learning-driven identification of a ubiquitination-related pr…
AI and Neurological & Neuroimmune Diseases: Basic research
Peer-reviewed papers · latest 5
AI and Neurological & Neuroimmune Diseases: Basic research
10/20
APR-Score: Identification and Scoring of Aggregation-prone Regions in…
10/17
An Interpretable Framework for Identifying EEG Spectral Biomarkers of…
10/10
Gait-based neurodegenerative disease classification using multimodal…
10/09
Artificial Intelligence–Powered Eye-Tracking Assistive System with Yo…
10/07
Machine Learning Applied to Montreal Cognitive Assessment Subdomains…
AI and Neurological Rare Diseases: ALS
Peer-reviewed papers · latest 5
AI and Neurological Rare Diseases: ALS
10/12
Computational models for biomarker identification in amyotrophic late…
AI and Neurological Rare Diseases: Parkinson's
Peer-reviewed papers · latest 5
AI and Neurological Rare Diseases: Parkinson's
10/21
Machine learning image analysis predicts Parkinson disease genotype a…
10/19
Automated differentiation for parkinsonism using clinical structural…
10/17
Assessment of change in drug-induced parkinsonism in daily-life gait…
10/16
Accuracy of Machine Learning in Differential Diagnosis of Multiple Sy…
10/16
MRI-based machine learning models for differentiating Parkinson’s dis…
AI and Neurological Rare Diseases: Hereditary neurodegeneration
Peer-reviewed papers · latest 5
AI and Neurological Rare Diseases: Hereditary neurodegeneration
10/21
MACHINE LEARNING AND CONVOLUTIONAL TRANSFORMER NEURAL NETWORK FRAMEWO…
AI and Neurological Rare Diseases: Neuromuscular
Peer-reviewed papers · latest 5
AI and Neurological Rare Diseases: Neuromuscular
—
No paper yet
AI and Neuroimmune Diseases: Multiple sclerosis
Peer-reviewed papers · latest 5
AI and Neuroimmune Diseases: Multiple sclerosis
10/21
Identification of BRD4 as a Shared Diagnostic Biomarker Between Bipol…
10/16
Validation of generative artificial intelligence techniques for synth…
10/16
Deep Learning-Based Multiple Sclerosis Lesion Segmentation at 7 Tesla…
10/11
MedSegNet-AXU: advanced segmentation and graph-based classification o…
10/09
Regularization via gradient attribution for multiple sclerosis lesion…
AI and Neuroimmune Diseases: NMOSD/MOGAD
Peer-reviewed papers · latest 5
AI and Neuroimmune Diseases: NMOSD/MOGAD
—
No paper yet
AI and Neuroimmune Diseases: Myasthenia gravis
Peer-reviewed papers · latest 5
AI and Neuroimmune Diseases: Myasthenia gravis
10/16
Integrated tumor–peritumoral CT radiomics for perioperative event dis…
10/14
Explainable Machine Learning Model for Personalized Assessment of the…
AI and Neuroimmune Diseases: Autoimmune encephalitis/CIDP/GBS
Peer-reviewed papers · latest 5
AI and Neuroimmune Diseases: Autoimmune encephalitis/CIDP/GBS
—
No paper yet
AI and Rare Diseases: Platforms
Peer-reviewed papers · latest 5
AI and Rare Diseases: Platforms
10/21
Predictive Performance of pyDarwin-Selected Versus Expert-Developed P…
10/17
An artificial intelligence framework for end-to-end rare disease phen…
10/10
A scoping review and comparison of the current state of non-generativ…
10/08
Artificial intelligence-powered renal pathology for glomerular diseas…
10/03
HRCT-based radiomic models for SSc-ILD detection: a comparison of rad…
AI and Rare Diseases: Inborn errors of metabolism
Peer-reviewed papers · latest 5
AI and Rare Diseases: Inborn errors of metabolism
—
No paper yet
AI and Rare Diseases: Genetic syndromes
Peer-reviewed papers · latest 5
AI and Rare Diseases: Genetic syndromes
10/10
Application of deep learning and explainable AI-supported medical dec…
AI and Rare Diseases: Rare blood disorders
Peer-reviewed papers · latest 5
AI and Rare Diseases: Rare blood disorders
10/19
ThaCoder: an explainable deep learning framework for thalassemia scre…
10/16
Sickle cell disease classification using Medav-Gaussian filter and Py…
10/15
Hybrid multi-model framework with knowledge distillation for precise…
10/08
A multiscale signaling–biophysical framework reveals mechanisms of ma…
AI and Rare Diseases: Immune and connective tissue
Peer-reviewed papers · latest 5
AI and Rare Diseases: Immune and connective tissue
10/09
Classification of cystoid macular edema status from retinal vasculiti…
10/05
Artificial Intelligence Distinguishing Edematous Phase of Systemic Sc…
AI and Rare Diseases: Heart and lung
Peer-reviewed papers · latest 5
AI and Rare Diseases: Heart and lung
10/17
A Machine Learning Framework for Predicting Functional Status and Est…
10/16
Machine learning, molecular docking, and experimental validation iden…
10/16
IPF-RAG: temporal-aware retrieval-augmented generation for idiopathic…
10/15
Absolute and lung volume-normalized deep learning-derived pulmonary v…
10/10
Screening for patients at risk for cardiac amyloidosis via electronic…
AI and Rare Diseases: Kidney, liver and gut
Peer-reviewed papers · latest 5
AI and Rare Diseases: Kidney, liver and gut
10/16
DU-KAN: A Dual-Domain Enhanced Deep-Learning Framework for Digital Pa…
AI and Rare Diseases: Skin and bone
Peer-reviewed papers · latest 5
AI and Rare Diseases: Skin and bone
—
No paper yet
Microsoft Copilot Know-how
Microsoft 365 · 10 apps + 6 topics · sourced
Microsoft Copilot Know-how — index
01
Word ── Draft, summarize, rewrite
02
Excel ── Analysis, formulas, charts
03
PowerPoint ── Slides from documents, summaries
04
Outlook ── Summaries, replies, scheduling
05
Teams ── Meeting and chat recaps
06
OneNote ── Note summaries, to-dos
07
Loop ── What remains, what to use instead
08
SharePoint / OneDrive ── Summarize and compare files
09
Copilot Chat ── Work IQ, Researcher, saved prompts
10
Notebooks / Pages ── Gather references and ask
11
Choosing Between Opus and GPT ── Choosing a model
12
Building AI Agents with Agent Builder ── Build with Agent Builder
13
Operating AI Agents ── Admin, billing, audit
14
Working with OneDrive ── Storage and file references
15
Grounding Copilot in Your Stored Content ── Permissions, labels, oversharing
16
Concept Search and Insight across OneDrive Documents ── Search by meaning, check understanding
Microsoft Copilot Advanced
Apps × Python · 16 pages
Microsoft Copilot Advanced — index
A01
Excel × Python ── Python in Excel, pandas, openpyxl
A02
Word × Python ── Extract and check with python-docx
A03
PowerPoint × Python ── Batch checks with python-pptx
A04
Outlook × Python ── Tally mail and events via Graph
A05
Teams × Python ── Notifications, messages, bots
A06
SharePoint / OneDrive × Python ── Drives, lists, delta queries
A07
Document Search × Python ── BM25, embeddings, hybrid search
A08
Agents × Python ── Adding Python to agents
A09
Code Execution in Copilot ── Code execution and checking
A10
Power Automate × Python ── Flows with Python
A11
End-to-End Manual ── End to end, one worked example
A12
Computational Thinking ── Decompose, abstract, verify
A13
From Instructions to Code ── Prompt patterns for code
A14
Choosing Where Code Runs ── Choosing a runtime
A15
Authentication, Permissions and Governance ── Auth, least privilege, audit
A16
Workflow Recipes ── Document workflow recipes
Column
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Disclaimer
AI and the World's Hard Problems
·
Physics
·
arXiv
· 2026-10-20
MADGRAV: a multilevel anomaly-detection pipeline for gravitational-wave searches applied to LIGO data
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