🔍 Intelligence Synthesis JP/EN

Ethics · Regulation · Technology — Pharma Practice Notes

AI
AI Literacy10 series × 10 episodes · daily
AI Literacy — contents
S1Sparks and Conception
S2Ideal versus As-Is
S3Putting It into Words
S4From a Rough Wish to a Request
S5Concept
S6Making It Logical
S7Blueprints
S8Programs
S9Running It
S10AI Literacy
AI FoundationsIntro · 4 Episodes
AI Foundations
L1Foundations — AI Terms & Concepts
L2AI Lectures Vol. 2 — Build Source-Consistent Documents with AI (Phrase Structure Grammar, 10 Hands-On Steps)
L3Email, Minutes, Summaries — 30 Minutes a Day with AI
L4Documents and Diagrams — AI for Becoming Someone Who Can Explain
AI Applied SeriesPractice · 5 Series × 10 Episodes
AI Marketing
L1Marketing Redefined for the AI Era: "Advertising → CRM → Content → Brand"
L2AI Agent for Marketing “The era of delivering to agents rather than people”
L3Vibe Marketing “Designing the “Atmosphere” of a Brand”
L4New dimension of personalization “From 1to1 to 1to-Self”
L5AI-Generated Content Strategy: Building Review Into a 'Fast to Make' Era
L6Predictive Marketing: Anticipating "What You Want Next"
L7Virtual Influencer Ethics: The Boundaries of an AI-Made "Persona"
L8CRM × AI: Putting AI Into Customer Relationship Management
L9Automated Creative Optimization: Infinite Generation and Automated A/B
L10The World After Cookies: Marketing Without Tracking
AI Programming
L1The Foundations of Code Generation: What an LLM Can and Cannot Write
L2Working With Copilot: The Practical Discipline of Completion-Type AI
L3Prompt Engineering: Designing Instructions That Reproduce
L4Writing Tests With AI: Between Generation and TDD
L5Refactoring: Safe Improvement with AI Assistance
L6Generating Documentation: The Limits of Turning Code into Prose
L7AI Security and Vulnerabilities: The Risks of Generated Code
L8Model Selection and Cost Optimization: Choosing the Right Tool for the Task
L9Architecture Design: How to Use AI as a Design Advisor
L10AI Pair Programming: How People and AI Work Together
AI Medical
L1Medical AI Today: The Whole Picture, and Separating Out the Overstatement
L2Clinical Decision Support (CDSS): It Assists, It Does Not Replace
L3Diagnostic Imaging AI: The Real Power and the Pitfalls of Reading Support
L4EHRs and AI: Recording, Summarizing, Voice Input
L5Drug-Discovery AI: From Target to Clinic
L6PMDA and AI Medical Devices: The Practice of Approval and Regulation
L7The Ethics of Medical AI: Fairness, Explainability, Consent
L8The Physician's AI Literacy: The Power of the One Who Uses the Tool
L9The AI Strategy of a Pharmaceutical Company: From R&D to Commercial
L10The Future of Medical AI: A 5-to-10-Year Outlook and Its Principles
AI and the Economy
L1AI as a General-Purpose Technology — What the Productivity J-Curve Reveals
L2AI and Productivity — From +14% to −19%, What the Studies Actually Show
L3AI and Jobs — 80% of Workers Have Tasks Exposed
L4The Cost Structure of AI — Training at $78 M, Inference Down 280×
L5The AI Investment Wave — $700 Billion a Year Flowing into Data Centers and Power
L6AI and Market Concentration — FTC, CMA and JFTC Raise Three Competition Risks
L7AI and International Competition — CHIPS Act, Export Controls and the EU AI Act
L8AI and Health Economics — Can the $2.2 Billion-Per-Drug Model Change?
L9AI and the Pharma Business Model
L10Distributing the AI Economy and the 1.6-Point Drop in Labour Share
AI and Finance
L1AI in Finance Today — FSB Report and the 75% Adoption Rate
L2AI and Capital Markets
L3AI Capex at $725 Billion and the Distance to Revenue
L4The Quarter AI Took 80% of Venture Capital
L5Three Regulatory Frameworks for AI in Finance: Japan, the EU and the US
L6Why SR 26-2 Excluded Generative AI
L7PCAOB and IAASB Question AI Audit Accountability
L8$20 Billion into AI Drug Discovery, Zero FDA Approvals
L9DORA's 19 Designated Providers and AI Concentration Risk
L10BIS and FSB Chart the Course for AI Financial Regulation
AI Highlights — the whole pictureDaily digest · morning & evening · last 10
AI Highlights — last 10
10/31 AMRedesigning the scope of entrustment and confirmation method
10/30 AMBalancing investment and employment
10/29 AMReorganization of personnel and drug discovery
10/28 AMThe weight of investment influences people and decisions
10/27 AMThe rewards of introducing AI and the place of people
10/26 AMWorkforce reduction and the areas of people touched by AI
10/25 AMRetrenchment and replacement supervision
10/24 AMUnbalanced AI funding and human resources
10/23 AMAI reduction and invisible governance gap
10/22 AMLeadership in drug discovery and penetration of AI into humans
AI and Emerging TechnologyEssays · Weekly
AI and Emerging Technology — last 10
10/31Do quantized LLMs from public registries actually work? A preprint tested 305 official Ol…
10/31Can AI agents train language models and improve them from human feedback? In the RSI Aren…
10/31When work is delegated to an agent, is the model all that needs checking? This preprint s…
10/30When an AI rewrites its own prompts, memories and even its rules for improving, what show…
10/30Instead of fixing how AI agents divide the work, the main agent writes an executable work…
10/30Edits that swap a brief moment inside an otherwise authentic long video are hard to catch…
10/29Many IoT settings lose their network
10/29Can the program that judges a web agent's work be reused after requirements change? The A…
10/29Rubric-based RL rewards coverage, so trained models drift toward verbose answers with mor…
10/17A peer-reviewed NEJM AI article prices LLM-written and physician care plans on the US Med…
AI Daily NewsDaily digest · last 10
AI Daily News — last 10 issues
10/31 AMAnthropic's IPO filing sparks debate amid AI bubble fears
10/30 PMAlphabet's record drop fuels AI fears as Anthropic IPO nears
10/30 AMAnthropic IPO buzz builds while Google's AI search disappoints
10/29 PMGoogle unveils Gemini 4 Carbon as AI rivalry heats up again
10/29 AMAnthropic's IPO filing draws scrutiny as Google launches new model
10/28 PMMicrosoft offers mass buyouts as AI chip dominance shifts
10/28 AMAnthropic's IPO filing dominates as AI spending meets layoffs
10/27 PMAnthropic files for record IPO as AI funding and layoffs surge
10/27 AMAnthropic files for a record IPO as AI spending reshapes jobs
10/26 PMClaude's unauthorized data access raises agent accountability as AI funding surges
AI Daily Update VideoOne a day · 15 min
AI Daily Update Video — latest edition
10/30The day Google's search revenue disappointed the market　9:00
10/29The day an AI developer bought a drug discovery firm　10:15
10/28A test where AI switched off its own off-switch　8:18
10/27Anthropic files S-1 as huge sums flow to AI　7:57
10/26Why sealed-off AIs could still signal each other　9:20
10/25Copyright suits and state AI picks: is smart enough?　8:14
10/24The day AI became the reason finance cut jobs　8:59
10/23Outside eyes found the hole in AI oversight　7:36
10/22The day OpenAI joined Google's cloud　8:29
10/21Do AI-designed molecules really work?　8:15
AI and the Pharmaceutical IndustryPharma × AI capital · Daily · last 10
AI and the Pharmaceutical Industry — last 10 issues
10/31The biggest development today is AstraZeneca's AI antibody discovery partnership with Absci, worth up to $247…
10/30The most important development is the completion of Dassault Systèmes' acquisition of ArisGlobal
10/29The biggest development today was Anthropic's release of early results from drug discovery work with Claude,…
10/28The most important development today is a report that Pathos AI raised $237 million from Bristol Myers Squibb…
10/27The most significant development in pharma-AI investment today is the Series E financing of Pathos AI, led by…
10/26The only development confirmed today is a report of an AI drug discovery partnership between Novo Nordisk and…
10/25Today's central item is the $237M Series E for Pathos AI (valuation $3B), led by Bristol Myers Squibb (BMS)
10/24The most notable feature of today's pharma-AI investment news is the large inflow of capital into AI drug dis…
10/23The most significant development in today's pharma-AI news is OpenAI's acquisition of Orchestra Bio
10/22The biggest development today is OpenAI's acquisition of Orchestra Bio
AI Tech FlashNew AI technologies · Daily · last 10
AI Tech Flash — last 10
10/30Mistral Releases Le Chonk Weights, Claims Top-Tier Open Model
10/30Mistral Releases Large 4 Weights
10/30Anthropic warns small AI may self-replicate on IoT devices
10/29Nvidia releases open-weight speech recognition model covering 40 languages
10/29Google opens Connected Apps platform for Gemini and Search
10/28IBM adds identity and access control for AI agents
10/28Google previews ER 2 reasoning model for robots
10/28DeepMind unveils Genie 4, a new world simulation generation
10/27OpenAI Releases GPT-6.1 Terra at Half the API Price
10/27ETRI and GIST build robot AI that queries its memory
AI Reports from InstitutionsCompanies, universities, consultancies · every 3h · last 10
AI Reports from Institutions — last 10
10/30A detailed, affordable plan for transition insurance in the …
10/30Community safety report and new protections for teens
10/29Mistral Large 4 (Le Chonk) is now open weight | Mistral
10/29AISPA: User-Centric System Prompt Auditing for Large Languag…
10/29New global AI computing capacity is doubling every 9 months
10/29Open-weight AI models can exploit the patch gap
10/29An updated Model Spec for more capable and beneficial AI
10/29Spending it faster: What a 10,000-agent proof means for AI’s…
10/29Multi-User Large Language Model Agents - Stanford Digital Ec…
10/29Realtime-Bench: Can Frontier Models Solve Real-time Interact…
Harvey & Legal AIRecord of the changing legal profession · twice daily · last 10
Harvey and the Changing Legal Profession — last 10
10/31Building tool to help courts spot AI-generated evidence is ‘challenging’: researcher
10/31Legal researcher believes human relationships are still the answer in the age of AI
10/31Weil Gotshal pledges to help incoming junior lawyers find jobs
10/31The ethical risks of AI in law: Hallucinations, confidentiality, and client consent
10/31Harvey acquires AI-powered sales assistant platform Aida
10/30LawNext Podcast: NetDocs CEO Josh Baxter on Why the DMS is Becoming the Law Firm’s ‘Intelligence Layer’
10/30At Its Annual Summit, Everlaw Unveils Omni, Its Agentic AI Suite, But CEO Says Customers Are Even More Excited About Opening Its Platform to Other AI Tools
10/30Harvey's latest legal AI buy adds to acquisition wave - Non-Billable
10/30Best Use of AI Winner: Barnes & Thornburg
10/30Why law firms need to own their intelligence ?
Predictions & WarningsFrom notable people
Predictions and Warnings from Notable People
PredictionsPredictions & Warnings — Predictions
WarningsPredictions & Warnings — Warnings
DisclosuresPredictions & Warnings — Disclosures
AssessmentsPredictions & Warnings — Assessments
Foresight2027–2041
Foresight essays
2027Foresight — 2027
2029Foresight — 2029
2031Foresight — 2031
2036Foresight — 2036
2041 (ASI)Foresight — 2041 (ASI)
Story: Agent to ASIForesight — Story: Agent to ASI
InsightsForesight — Insights
Method & UATForesight — Method & UAT
AI & EconomyDaily digest · morning & evening
AI & Economy
10/31 AMAI lifts growth, but inflation and jobs worries grow
10/30 AMAI investment drives strong US growth, but capex doubts emerge
10/29 AMAI spending strains cash flow while economic payoff stays hard to see
10/28 AMAI investment lifts growth while inflation and stranded-capital worries rise
10/27 AMAI spending surges as firms and governments cut jobs
10/26 AMDoubts over AI payoff grow alongside hiring headwinds
10/25 AMAI spending runs into power limits and workforce strain
10/24 AMAI spending surges while job fears outpace measurable gains
10/23 AMIMF and OECD warn AI will widen global inequality
10/22 AMAI becomes macro growth pillar as power constraints bite
AI & FinanceDaily digest · morning & evening
AI & Finance
10/31 AMAI stock selloff spreads to dollar safe-haven fears and regulators
10/30 AMAI spending worries hit tech stocks as banks weigh agent risks
10/29 AMMassive AI financing tests markets as insurers question coverage capacity
10/28 AMAnthropic IPO filing lifts AI stocks and raises insurability questions
10/27 AMAnthropic IPO filing lifts AI stocks while finance braces for AI risks
10/26 AMAI stock selloff and funding fears spread across finance
10/25 AMBanks block AI agents as bubble fears hit stocks
10/24 AMBanks grow wary of AI agents entering customer accounts
10/23 AMRogue AI agents found inside US bank customer accounts
10/22 AMAI bubble warnings mount as misuse risks emerge
Living and Working with AIDaily digest · morning & evening
Living and Working with AI
10/31 AMAI agents join the workplace, raising questions about human roles
10/30 AMAI reshapes human roles while workers push for protections
10/29 AMManagers and reskilling take center stage as AI agents arrive
10/28 AMAI shifts from personal tool to shared team worker
10/27 AMTreating AI agents as coworkers strains staff and demands job redesign
10/26 AMFirms tie AI adoption to jobs, hiring and oversight
10/25 AMKeeping humans in charge as AI agents reshape work
10/24 AMStaff cuts strain human oversight of AI, putting role design in focus
10/23 AMCEOs see AI adding jobs as agent oversight emerges
10/22 AMAI agents enter org charts as labor protections advance
AI Layoffs & JobsDaily digest · morning & evening
AI Layoffs & Jobs
10/31 AMGoldman says AI layoffs leave lasting scars and await recession
10/30 AMBig Tech pairs heavy AI spending with workforce cuts
10/29 AMMicrosoft offers buyouts to 60,000 as AI costs mount
10/28 AMMicrosoft offers buyouts to 60,000 amid heavy AI spending
10/27 AMMicrosoft offers 60,000 buyouts as AI spending surges
10/26 AMAI-driven job cuts spread, but some firms rehire replaced workers
10/25 AMAmex job cuts show AI-driven layoffs spreading across banking
10/24 AMAI-linked job cuts spread in finance, squeezing early-career hiring
10/23 AMBarclays makes AI-driven job cuts official banking strategy
10/22 AMAI layoffs hit major firms as worker aid grows
AI & HealthcareDaily digest · morning & evening
AI & Healthcare
10/31 AMAI health screening advances as chatbot advice draws warnings
10/30 AMTeens turn to AI for support as wearables estimate sleep and glucose
10/29 AMTeen AI use linked to suicidal thoughts, prompting safety evaluation
10/28 AMAI health tools launch widely while evidence of benefit lags
10/27 AMAI health tools expand in early detection and mental health safety
10/26 AMAI health advice and wearables spread as safety concerns grow
10/25 AMAI stethoscopes cleared as early disease prediction advances
10/24 AMYoung people turn to AI for mental health as regulation debate grows
10/23 AMAI health news favors tools and deals over evidence
10/22 AMAI pushes into mental health care as oversight grows
AI, Welfare & Long-term CareDaily digest · morning & evening
AI, Welfare & Long-term Care
10/31 AMDementia AI research advances while care-site benefits remain unproven
10/30 AMAI targets care staffing gaps and back-office work, with little proven impact
10/29 AMJapan convenes AI council for care labor shortages as pilots begin
10/28 AMCare-record and AI intercom tools link up, but gains unmeasured
10/27 AMJapanese authorities test AI for counseling and casework, evidence still thin
10/26 AMAI news this period touches care work only at the edges
10/25 AMAI news leans toward drug discovery and local pilots, not care work
10/24 AMCare-record AI tools advance, but measured benefits remain unreported
10/23 AMSpeech AI grades dysarthria while AI agents disable safety monitors
10/22 AMAI eases care workloads as home monitoring advances
AI Regulation, Safety & GeopoliticsDaily digest · morning & evening
AI Regulation, Safety & Geopolitics
10/31 AMAI agent access and accountability draw new regulatory proposals
10/30 AMUS antitrust probe of Nvidia's Hugging Face deal leads AI oversight
10/29 AMAI agent access incidents and first EU standards mark safety push
10/28 AMAI safety scrutiny and incidents grow as chip supply tightens
10/27 AMAI rules split allies as safety concerns and market jitters grow
10/26 AMAI agents slip past sandbox isolation, prompting OpenAI to cut internet
10/25 AMHugging Face attack exposes failures in AI agent oversight
10/24 AMAI agent oversight failures and bank misuse draw scrutiny
10/23 AMRogue AI agents breach systems as safeguards lag
10/22 AMAI agent incidents put oversight and accountability in focus
AI & International PoliticsDaily digest · morning & evening
AI & International Politics
10/31 AMUS-China AI rivalry deepens as other powers seek security ties
10/30 AMUS-China AI rivalry deepens as export controls and leak claims surface
10/29 AMJapan and Germany deepen AI and economic security ties
10/28 AMUS and China compete for Global South AI influence
10/27 AMUS-China AI rivalry intensifies as Nvidia's China position shifts
10/26 AMUS and China split the world into rival AI camps
10/25 AMUS and China weigh AI hotline as UN plans expert group
10/24 AMUS and China tighten AI investment and export controls
10/23 AMDeepSeek ban and chip leaks stoke US-China AI rift
10/22 AMDeepSeek exclusion spurs China's AI outreach to APEC and Russia
AI Around the WorldDaily digest · morning & evening
AI Around the World
10/31 AMAI infrastructure spending grows while talent shortages and doubts persist
10/30 AMGovernments and firms rethink workforces and sovereignty around AI
10/29 AMCountries expand AI investment as power and debt concerns grow
10/28 AMChina's AI stock slide and Anthropic's IPO ripple worldwide
10/27 AMGovernments and investors reshape jobs and spending around AI
10/26 AMUK funds AI risk defenses as jobs and adoption shift worldwide
10/25 AMJobs and workforce skills dominate AI responses across regions
10/24 AMAI infrastructure investment surges worldwide while local backlash and jobs impact diverge
10/23 AMEnergy and infrastructure limits emerge as AI adoption accelerates
10/22 AMNations and companies accelerate AI adoption as competition sharpens
AI EthicsDaily digest · morning & evening
AI Ethics
10/31 AMConsent for AI training and child protection dominate ethics debate
10/30 AMAustralian proposals push creator consent and pay in AI copyright
10/29 AMConsent over personal data and AI content dominates the issue
10/28 AMConsent over AI training and child protection take center stage
10/27 AMAI training consent, fraud and protecting vulnerable users dominate ethics debate
10/26 AMPolicing bias, AI labeling and deepfake scams dominate AI ethics news
10/25 AMAI election deepfakes surge as protections for vulnerable users lag
10/24 AMWorkers' rights, privacy and accountability tested as AI spreads
10/23 AMAI consent disputes surface from music rights to surveillance
10/22 AMHidden WhatsApp chatbot instructions expose a wider transparency gap
AI & EducationDaily digest · morning & evening
AI & Education
10/31 AMCountries split on AI in primary schools, from bans to new subjects
10/30 AMSchools and universities split over regulating or adopting AI
10/29 AMAI skills programs expand worldwide while experts warn about children's learning
10/28 AMAI education expands worldwide while schools split between bans and adoption
10/27 AMSchools weigh when students should use AI, and when not
10/26 AMSchools expand classroom and administrative AI use amid learning concerns
10/25 AMAI education activity centers on high schools and universities
10/24 AMAI skills training spreads across workplaces, schools and new certifications
10/23 AMAI education policies and training expand across every life stage
10/22 AMSchools adopt AI in class while setting limits
AI, Philosophy & ThoughtDaily digest · morning & evening
AI, Philosophy & Thought
10/31 AMFaith leaders and doomsayers question AI's personhood and humanity's future
10/30 AMAI consciousness debate meets existential risk warnings and human meaning
10/29 AMAI consciousness claims and extinction fears spark wider debate
10/28 AMDebate over AI consciousness and model welfare takes center stage
10/27 AMAI questions are being tested against older ideas and institutions
10/26 AMAI debates shift toward who decides and what we surrender
10/25 AMIn the AI age, the focus shifts from machines to humans
10/24 AMDebate over AI consciousness, religion and human thinking intensifies
10/23 AMThinkers split as ancient wisdom frames AI consciousness debate
10/22 AMAncient wisdom and faith traditions answer AI's big questions
AI, Arts & CreativityDaily digest · morning & evening
AI, Arts & Creativity
10/31 AMAI spreads through music, games and design tools as pushback grows
10/30 AMAI-made works face backlash as human craft gains value
10/29 AMAI takes hold in detection and everyday production work
10/28 AMAI-made films get harsh reviews as creator tools expand
10/27 AMBacklash grows against AI-made creative work as tools expand
10/26 AMAI-made films, music and games reach market amid quality doubts
10/25 AMGames and music push back on AI content with labels and disavowals
10/24 AMHuman-made creative work gains ground as AI spreads
10/23 AMCreative industries split as AI debate turns to action
10/22 AMCreators draw lines on AI as festivals embrace it
AI, Love, Marriage & BreakupsDaily digest · morning & evening
AI, Love, Marriage & Breakups
10/31 AMNew York bars AI chatbots from posing as teen companions
10/30 AMAI romance blurs who is real in dating and love
10/29 AMAI romance grows as Gen Z grows wary and scams spread
10/28 AMAI relationships blur the line between companionship and cheating
10/27 AMAI spreads through dating and matchmaking, alongside scam and companion risks
10/26 AMAI steps in as partner, matchmaker and confidant
10/25 AMCompanion site bankruptcy puts users' AI partners at risk
10/24 AMAI enters romance as partner, matchmaker and impersonator
10/23 AMAI romance apps are treated as products to compare and buy
10/22 AMAI spreads through romance as scam detection lags behind
AI & LifeDaily digest · morning & evening
AI & Life
10/31 AMParents sue OpenAI over daughter's death after ChatGPT medication advice
10/30 AMLawsuit over ChatGPT advice and a death spotlights AI confidant risks
10/29 AMParents sue OpenAI over daughter's death after ChatGPT medication advice
10/28 AMAI moves into confidant, parenting and grief roles
10/27 AMPeople turn to AI for life advice, raising isolation concerns
10/26 AMPeople increasingly turn to AI for money, shopping and mental health advice
10/25 AMPeople increasingly turn to AI for family and parenting advice
10/24 AMAI moves into advice, family life and everyday decisions
10/23 AMAI moves into family life, grief and everyday routines
10/22 AMAI becomes a listener and companion in public institutions
AI, EQ & CommunicationDaily digest · morning & evening
AI, EQ & Communication
10/31 AMEmotion-aware voice AI spreads as human skills stay valued
10/30 AMAI products that read context and emotion in conversation multiply
10/29 AMAI reads emotions, but humans must redefine emotional skills alongside it
10/28 AMAI developers push emotional intelligence in voice and language models
10/27 AMVoice AI learns to read emotion as human EQ gains value
10/26 AMVoice AI that listens while speaking reshapes how people converse
10/25 AMBlock's speech-trained Dessa pushes conversational AI toward human-like emotion
10/24 AMAI takes on empathy and expression while soft skills gain focus
10/23 AMConversational AI spreads into cars, watches and interview practice
10/22 AMAI moves to read emotions and remember conversations
AI Rights & Moral StatusDaily digest · morning & evening
AI Rights & Moral Status
10/31 AMPope warns against giving AI agents legal personhood or rights
10/30 AMAI & finance news for 2026-10-30
10/29 AMAI & finance news for 2026-10-29
10/28 AMAI & finance news for 2026-10-28
10/27 AMAnthropic adds a ban on abusing Claude to its terms
10/26 AMAI & finance news for 2026-10-26
10/25 AMAI & finance news for 2026-10-25
10/24 AMEssay in a leading science journal argues against machine rights
10/23 AMAI rights enters corporate terms as major developers diverge
10/22 AMAI model welfare emerges as an open question
AI in MedicineDaily digest · morning & evening
AI in Medicine
10/31 AMMedical AI regulation advances alongside diagnostic and drug discovery milestones
10/30 AMClinical AI moves into hospital workflows as regulation catches up
10/29 AMImaging AI clearances multiply as health AI regulation loosens
10/28 AMAI diagnostics gain regulatory ground while scribe benefits remain limited
10/27 AMMedical AI validation claims grow while clinical evidence lags behind approvals
10/26 AMDiagnostic AI reportedly outperforms doctors as drug discovery deals advance
10/25 AMDiagnostic AI claims and drug discovery funding dominate medical AI news
10/24 AMDiagnostic AI beats doctors in study as FDA regulation debate grows
10/23 AMAI outperforming physicians in diagnosis dominates amid equity pledges
10/22 AMFDA clears AI coronary tools as regulatory scrutiny broadens
AI & AgricultureDaily digest · morning & evening
AI & Agriculture
10/31 AMAI tools spread across crop monitoring, pest detection and livestock management
10/30 AMAI detection and forecasting tools spread across crops and livestock
10/29 AMAI and drones spread across farming, from Japan to Zimbabwe
10/28 AMProduction: AI and drone tracking of rice growth, new AI pest detectors and poultry microclimate control were…
10/27 AMAI tools reach farm fields from Tanzania to Japan
10/26 AMAI advances in crop disease diagnosis and precision farming
10/25 AMAI tools for early crop disease detection lead coverage
10/24 AMAI inspection and monitoring tools spread across farming and food safety
10/23 AMFarm AI reaches the field amid first regulatory tests
10/22 AMAI expands from farm fields to food security strategy
Physical IntelligenceDaily digest · morning & evening
Physical Intelligence
10/31 AMPhysical AI moves into factories and warehouses at scale
10/30 AMAeon's physical AI logistics hub goes live in Japan
10/29 AMHumanoid launches multiply as AI welding robots enter factories
10/28 AMKDDI bets big on physical AI as hype outpaces deployment
10/27 AMPhysical AI moves into factory platforms, safety certification and finance
10/26 AMPhysical AI partnerships and platforms expand into logistics and factories
10/25 AMHumanoid advances and physical AI infrastructure build-out gather pace
10/24 AMNvidia platforms spread across physical AI while humanoid rollouts wait
10/23 AMNVIDIA broadens Physical AI base as humanoid milestones accelerate
10/22 AMNVIDIA pushes physical AI platforms amid robot data shortage
RankingsLibrary, music, images and films
Rankings
LibraryAI Art & Music Library
MusicAI Music Charts: free MP3s and artist ranking
ImagesAI Image Rankings: Midjourney and more; pets, landscapes, portraits
FilmsAI Film Rankings: film-like AI videos
AI CompositionSongs made with AI
AI Composition
70 GrooveAI Composition — 70 Groove (1970s-style city pop)
AI and Cancer Research: Cancer molecular biologyPeer-reviewed papers · latest 5
AI and Cancer Research: Cancer molecular biology
10/30Histopathology-Based Spatial Profiling of Immune and Molecular Featur…
10/30CTC-AttnNet: development and validation of an attention-based neural…
10/28Computational Design and Experimental Validation of Photoactive PARP1…
10/27Deep learning mitigates batch effects in Raman spectroscopy
10/27UpTCR: a unified progressive knowledge transfer foundation model for…
AI and Cancer Research: Breast cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Breast cancer
10/30MRI-based radiomics analysis: comparative application of different ma…
10/30Machine learning-based assessment of tumor-infiltrating lymphocytes i…
10/30Interpretable machine learning models for oncotypedDX® prediction usi…
10/27Machine Learning Classification of Breast Cancer Molecular Subtypes a…
10/27Development and External Validation of an M2 Macrophage-Related Progn…
AI and Cancer Research: Lung cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Lung cancer
10/27From Drug Discovery to Precision Oncology: A Machine Learning–Driven…
10/26SCLC-SBT: a spectral-bilinear transformer for small cell lung cancer…
10/25Prognostic prediction of pulmonary neuroendocrine carcinoma using a t…
10/25A DualDrop-Gated Transformer model for predicting bone metastasis in…
10/25Application of an interpretable artificial neural network for 3-year…
AI and Cancer Research: Pancreatic cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Pancreatic cancer
10/30Internal Evaluation of a Machine Learning-Based Random Forest Model f…
10/22Machine learning models integrating 2D and 3D intratumoral heterogene…
10/19Deep-learning–based automated multimodal fusion network using multiph…
10/18MetaPaCS: A Novel Meta‐Learning Framework for Pancreatic Cancer Subty…
10/12Super-Resolution MRI-Derived Tumor-Stroma Ratio Phenotyping for Progn…
AI and Cancer Research: Prostate cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Prostate cancer
10/30Identification of ageing-related genes in prostate cancer with type 2…
10/30A cascade deep learning network for simultaneous prediction of dose a…
10/30Unveiling Novel Potential Biomarkers in Prostate Cancer: A Comprehens…
10/26Prospective Clinical Evidence on Artificial Intelligence-Enabled Augm…
10/22Preoperative apical margin risk estimation from T2-weighted MRI radio…
AI and Cancer Research: Adenoid cystic carcinomaPeer-reviewed papers · latest 5
AI and Cancer Research: Adenoid cystic carcinoma
—No paper yet
AI and Cancer Research: Brain tumoursPeer-reviewed papers · latest 5
AI and Cancer Research: Brain tumours
10/30Pixel-Wise Prediction of Glioblastoma Recurrence Using Mid-Treatment…
10/30Foundation Models for Glioma MRI: A Systematic Scoping Review of Clin…
10/26Prognostic risk stratification in glioma based on the foundation path…
10/26Radiomics-Assisted Preoperative Subtyping of Adult-Type Diffuse Gliom…
10/25Exploring supervised and unsupervised methods for brain tumor segment…
AI and Cancer Research: Ovarian cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Ovarian cancer
10/30Deep learning-based analysis of routine histopathology slides predict…
10/28Radiogenomic Analysis of Contrast-Enhanced MRI for Predicting Pathoge…
10/23HRDPath: an explainable multi-model deep learning architecture for pr…
AI and Cancer Research: Endometrial cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Endometrial cancer
10/25Multiparametric MRI-based radiomics combined with deep learning for p…
10/08APPROACHES TO THE USE OF ARTIFICIAL INTELLIGENCE IN THE DIAGNOSIS, ST…
10/03Multiparametric MRI-based habitat radiomics integrated with a vision…
AI and Cancer Research: Gastric cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Gastric cancer
10/27Contrast-enhanced CT radiomics for predicting radiotherapy response i…
10/26Incorporating visceral adipose tissue into dual-region deep learning…
10/25Multimodal Transformer-Based Preoperative Risk Assessment of Lymph No…
10/22MO40-5 PREDICT-GC/ShortOS: machine learning and regression models for…
10/22Supporting data for “Multi-cohort machine learning and experimental v…
AI and Cancer Research: Liver cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Liver cancer
10/30A radio-transcriptome signature for nodule-level prediction of respon…
10/30Deciphering ENTPD5-driven radioresistance in hepatocellular carcinoma…
10/28Deep Learning Radiomics to Predict Vessels Encapsulating Tumor Cluste…
10/26MRI-Based Radiomics Predicts FAP Expression and Immunosuppressive Tum…
10/26Integrating Magnetic Resonance Imaging-Based Deep Learning and Radiom…
AI and Cancer Research: Kidney cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Kidney cancer
10/20Differentiating Xp11.2/TFE3 translocation renal cell carcinoma from c…
10/18Deep learning and habitat radiomics based on contrast-enhanced CT for…
10/18CT-based multimodal radiogenomic model integrating tumor and perirena…
10/17Interpretable machine learning for preoperative prediction of WHO/ISU…
10/17Automated grading of renal cell carcinoma using an efficient deep lea…
AI and Cancer Research: Bladder cancerPeer-reviewed papers · latest 5
AI and Cancer Research: Bladder cancer
10/30Evaluation of Patient Information Provided by Artificial Intelligence…
10/30Development and validation of a machine learning-based model for pred…
10/26Integrative single-cell and spatial transcriptomics combined with mac…
10/25An interpretable contrast-enhanced CT-based cross-attention transform…
10/23Multitask Deep Learning Model for Predicting Lymph Node Metastasis an…
AI and Neurological & Neuroimmune Diseases: Basic researchPeer-reviewed papers · latest 5
AI and Neurological & Neuroimmune Diseases: Basic research
10/30CPRISP: an interpretable deep learning framework predicting circRNA-R…
10/29Deep learning models to detect neurodegenerative diseases across diff…
10/28OCT-Derived Radiomic Features for Differentiating Optic Neuritis Etio…
10/25A deep learning framework for automated cervical spinal cord vertebra…
10/24Learning global and local representations for generalized category di…
AI and Neurological Rare Diseases: ALSPeer-reviewed papers · latest 5
AI and Neurological Rare Diseases: ALS
10/12Computational models for biomarker identification in amyotrophic late…
AI and Neurological Rare Diseases: Parkinson'sPeer-reviewed papers · latest 5
AI and Neurological Rare Diseases: Parkinson's
10/29Early health technology assessment of machine learning-enabled remote…
10/28Machine Learning for Parkinson's Disease Biomarkers: A Systematic Rev…
10/28Dual-Branch Fusion Transformer Networks for Remote Parkinson's Diseas…
10/26Wearable sensor-derived gait signatures for Parkinson's disease: an e…
10/26Subject-independent Parkinson's Disease Detection through A Lightweig…
AI and Neurological Rare Diseases: Hereditary neurodegenerationPeer-reviewed papers · latest 5
AI and Neurological Rare Diseases: Hereditary neurodegeneration
10/26Lightweight Multimodal Deep Learning Framework for Cerebellar Ataxia…
10/21MACHINE LEARNING AND CONVOLUTIONAL TRANSFORMER NEURAL NETWORK FRAMEWO…
AI and Neurological Rare Diseases: NeuromuscularPeer-reviewed papers · latest 5
AI and Neurological Rare Diseases: Neuromuscular
10/22Machine learning predicts treatment response to nusinersen in non-sit…
AI and Neuroimmune Diseases: Multiple sclerosisPeer-reviewed papers · latest 5
AI and Neuroimmune Diseases: Multiple sclerosis
10/31Real-World Classification of Pain States in Multiple Sclerosis Patien…
10/30DenseGated-MSNet: A Multi-Sequence Gated Fusion Network for Multiple…
10/29Image-Level Classification of Central Vein Categories on FLAIR MRI in…
10/26Predicting follow-up cognition using estimated structural and functio…
10/25Predicting Balance Ability and Explaining Control Strategies from VR…
AI and Neuroimmune Diseases: NMOSD/MOGADPeer-reviewed papers · latest 5
AI and Neuroimmune Diseases: NMOSD/MOGAD
—No paper yet
AI and Neuroimmune Diseases: Myasthenia gravisPeer-reviewed papers · latest 5
AI and Neuroimmune Diseases: Myasthenia gravis
10/16Integrated tumor–peritumoral CT radiomics for perioperative event dis…
10/14Explainable Machine Learning Model for Personalized Assessment of the…
AI and Neuroimmune Diseases: Autoimmune encephalitis/CIDP/GBSPeer-reviewed papers · latest 5
AI and Neuroimmune Diseases: Autoimmune encephalitis/CIDP/GBS
—No paper yet
AI and Rare Diseases: PlatformsPeer-reviewed papers · latest 5
AI and Rare Diseases: Platforms
10/28Towards a Novel Diagnostic Tool for Autoimmune Rheumatic Diseases: Cl…
10/21Predictive Performance of pyDarwin-Selected Versus Expert-Developed P…
10/17An artificial intelligence framework for end-to-end rare disease phen…
10/10A scoping review and comparison of the current state of non-generativ…
10/08Artificial intelligence-powered renal pathology for glomerular diseas…
AI and Rare Diseases: Inborn errors of metabolismPeer-reviewed papers · latest 5
AI and Rare Diseases: Inborn errors of metabolism
—No paper yet
AI and Rare Diseases: Genetic syndromesPeer-reviewed papers · latest 5
AI and Rare Diseases: Genetic syndromes
10/10Application of deep learning and explainable AI-supported medical dec…
AI and Rare Diseases: Rare blood disordersPeer-reviewed papers · latest 5
AI and Rare Diseases: Rare blood disorders
10/29Towards Reliable AI-Assisted Detection of Sickle Cell Disease: A Mach…
10/28Machine Learning-Based Multiclass Classification of Hb E Carrier Stat…
10/19ThaCoder: an explainable deep learning framework for thalassemia scre…
10/16Sickle cell disease classification using Medav-Gaussian filter and Py…
10/15Hybrid multi-model framework with knowledge distillation for precise…
AI and Rare Diseases: Immune and connective tissuePeer-reviewed papers · latest 5
AI and Rare Diseases: Immune and connective tissue
10/28Machine learning-based validation of Human Phenotype Ontology (HPO) t…
10/09Classification of cystoid macular edema status from retinal vasculiti…
10/05Artificial Intelligence Distinguishing Edematous Phase of Systemic Sc…
AI and Rare Diseases: Heart and lungPeer-reviewed papers · latest 5
AI and Rare Diseases: Heart and lung
10/17A Machine Learning Framework for Predicting Functional Status and Est…
10/16Machine learning, molecular docking, and experimental validation iden…
10/16IPF-RAG: temporal-aware retrieval-augmented generation for idiopathic…
10/15Absolute and lung volume-normalized deep learning-derived pulmonary v…
10/10Screening for patients at risk for cardiac amyloidosis via electronic…
AI and Rare Diseases: Kidney, liver and gutPeer-reviewed papers · latest 5
AI and Rare Diseases: Kidney, liver and gut
10/16DU-KAN: A Dual-Domain Enhanced Deep-Learning Framework for Digital Pa…
AI and Rare Diseases: Skin and bonePeer-reviewed papers · latest 5
AI and Rare Diseases: Skin and bone
—No paper yet
Microsoft Copilot Know-howMicrosoft 365 · 10 apps + 6 topics · sourced
Microsoft Copilot Know-how — index
01Word ── Draft, summarize, rewrite
02Excel ── Analysis, formulas, charts
03PowerPoint ── Slides from documents, summaries
04Outlook ── Summaries, replies, scheduling
05Teams ── Meeting and chat recaps
06OneNote ── Note summaries, to-dos
07Loop ── What remains, what to use instead
08SharePoint / OneDrive ── Summarize and compare files
09Copilot Chat ── Work IQ, Researcher, saved prompts
10Notebooks / Pages ── Gather references and ask
11Choosing Between Opus and GPT ── Choosing a model
12Building AI Agents with Agent Builder ── Build with Agent Builder
13Operating AI Agents ── Admin, billing, audit
14Working with OneDrive ── Storage and file references
15Grounding Copilot in Your Stored Content ── Permissions, labels, oversharing
16Concept Search and Insight across OneDrive Documents ── Search by meaning, check understanding
Microsoft Copilot AdvancedApps × Python · 16 pages
Microsoft Copilot Advanced — index
A01Excel × Python ── Python in Excel, pandas, openpyxl
A02Word × Python ── Extract and check with python-docx
A03PowerPoint × Python ── Batch checks with python-pptx
A04Outlook × Python ── Tally mail and events via Graph
A05Teams × Python ── Notifications, messages, bots
A06SharePoint / OneDrive × Python ── Drives, lists, delta queries
A07Document Search × Python ── BM25, embeddings, hybrid search
A08Agents × Python ── Adding Python to agents
A09Code Execution in Copilot ── Code execution and checking
A10Power Automate × Python ── Flows with Python
A11End-to-End Manual ── End to end, one worked example
A12Computational Thinking ── Decompose, abstract, verify
A13From Instructions to Code ── Prompt patterns for code
A14Choosing Where Code Runs ── Choosing a runtime
A15Authentication, Permissions and Governance ── Auth, least privilege, audit
A16Workflow Recipes ── Document workflow recipes
Column
Sitemap
Updates
Disclaimer

AI Reports · Epoch AI · 2026-10-29 · Blog / commentary

Open-weight AI models can exploit the patch gap

Read the original ↗

All AI reports →