Notes & Links

Curated reading atlas

Ideas worth keeping close

Essays, interviews, talks, rankings, and notes that connect science, AI, productivity, public institutions, Vietnamese development, and the small cultural habits that shape big systems.

37 readings AI & society Work & economy

Each card keeps a source trail, adds a short editorial summary, and highlights a reading lens for later reference.

Illustrated map of Vietnam formed from connected points and historical documents
#01 Vietnam & Society 2019

Nước Việt Nam là một!

Facebook · National memory

A reflective post centered on Vietnamese unity, civic memory, and the emotional force of seeing the country as one continuous historical community.

Reading lensRead it as a compact reminder that identity is not only geography; it is also shared responsibility.

Cat silhouette studying a glowing neural world model and visual reasoning panels
#02 AI & Intelligence 2024

This AI Pioneer Thinks AI Is Dumber Than a Cat

The Wall Street Journal · World models

Yann LeCun argues that current AI still lacks the grounded world models, planning, and common-sense understanding that even animals use naturally.

Reading lensThe useful provocation is not that AI is weak, but that intelligence may require richer internal models than next-token prediction alone.

Clean workplace calendar transforming a Friday into open time with productivity charts
#03 Work & Productivity 2023

No more Fridays

Business Insider · Four-day week

A large real-world four-day-workweek trial reported stronger retention, better well-being, and stable or improved business performance.

Reading lensProductivity is better framed as system design and focus quality than as the raw count of hours spent at work.

Researcher silhouette beside automated machine learning pipelines and neural architecture blocks
#04 AI & People 2018

A Conversation With Quoc Le: The AI Expert Behind Google AutoML

Synced Review · AutoML

An interview with Quoc Le about Google Brain, AutoML, and the long arc from deep learning research to systems that automate parts of model design.

Reading lensIt captures a moment when machine learning began turning its own tooling into a research object.

Dopamine-like neural pathways connected to reinforcement learning reward signals
#05 Neuroscience & Learning 2020

An algorithm that learns through rewards may show how our brain does too

MIT Technology Review · Reward learning

The piece connects reinforcement learning ideas with dopamine-neuron behavior, showing how reward prediction can illuminate both AI and biology.

Reading lensGood AI concepts often become more interesting when they are used as hypotheses about natural intelligence.

Library table with manuscripts, constellations, and scholarly light around cultural memory
#06 Culture & Ideas 2019

The Secrets of Jewish Genius

The New York Times / VnExpress · Culture and creativity

A culture-and-history essay asking how education, argument, migration, and community norms can shape unusually dense creative achievement.

Reading lensThe strongest reading is sociological: talent compounds inside cultures that reward learning, debate, and transmission.

Historical city street illuminated by early artificial lights and scientific diagrams
#07 Science & History 2019

American Lucifers: The Dark History of Artificial Light, 1750-1865

Nature · Artificial light

Nature reviews histories of lighting technology and the social consequences that followed when night became increasingly engineered.

Reading lensTechnologies that look purely practical often redraw social life, work rhythms, and public space.

Scientific infrastructure rising over China with laboratories, satellites, and data networks
#08 Science Policy 2019

China: How science made a superpower

Nature · Research systems

A Nature essay tracing China's rise as a scientific power through institutions, national ambition, talent flows, and long-term investment.

Reading lensScientific strength is built as an ecosystem, not as a single laboratory success story.

Letter between Japanese and Vietnamese communities with city lights and cultural symbols
#09 Vietnam & Society 2014

Người Việt ở Nhật 'dậy sóng' với tâm thư của người Nhật gửi Việt Nam

Người Lao Động · Civic culture

A viral letter, reported by Vietnamese media, sparked debate about public behavior, social norms, and how overseas perspectives can challenge a community.

Reading lensThe value is in the conversation it opens: criticism becomes useful only when it leads to self-correction rather than defensiveness.

Scholar moving between overseas campus and Vietnam with a bridge of light
#10 Academic Life 2019

Giáo sư Trương Nguyện Thành: Ly hương đối diện nước Mỹ và trở về quê hương

Thanh Niên · Diaspora and return

A profile of Professor Trương Nguyện Thành reflecting on leaving Vietnam, building an academic life in the United States, and returning home.

Reading lensIt is a migration story about obligation: what knowledge owes to the place that first formed it.

Cosmology lecture stage with galaxies, equations, and public conversation panels
#11 Science & Society 2018

Prof. Brian Greene's perspective on science, religion, Hawking, and Trump

YouTube · Public discourse

A public conversation with Brian Greene about science, belief, public reasoning, and the responsibility of scientists in a polarized culture.

Reading lensThe durable lesson is that science communication must connect rigor with patience and civic humility.

Scientists standing above a public forum with evidence lines and civic symbols
#12 Science & Society 2019

Scientists must rise above politics - and restate their value to society

Nature · Trust

Nature argues that researchers should resist partisan reduction and clearly restate why scholarship matters to society.

Reading lensPublic trust is sustained by visible usefulness, intellectual honesty, and the courage to explain evidence under pressure.

Ethical business workshop with Vietnamese historical notes and balanced scales
#13 Ethics & Leadership 2019

Làm ăn kiểu Cụ Hồ

Facebook Note · Business ethos

A short Vietnamese reflection on doing business with discipline, public-mindedness, and a moral vocabulary rooted in national history.

Reading lensThe interesting tension is between entrepreneurship as private initiative and entrepreneurship as civic character.

Vietnam trade network connecting ports, factories, cities, and export routes
#14 Vietnam & Economy 2018

Vietnam is the most globalized populous country in modern history

World Economic Forum / Quartz · Globalization

The article highlights Vietnam's trade-to-GDP scale, export orientation, manufacturing integration, and the risks of relying deeply on global demand.

Reading lensVietnam's openness is a growth engine, but it also makes resilience and upgrading strategy non-negotiable.

Human DNA helix and silhouettes evolving through a modern city and laboratory
#15 Human Evolution 2018

Human evolution is still happening - possibly faster than ever

World Economic Forum / The Conversation · Modern evolution

Laurence D. Hurst explains why human evolution has not stopped and may be shaped by mutation, culture, medicine, and demographic change.

Reading lensEvolution is not a finished prehistoric event; it is a slow background process still interacting with modern life.

Alan Turing inspired machine with playful error paths and reasoning circuits
#16 AI History 2018

Untold History of AI: Why Alan Turing Wanted AI Agents to Make Mistakes

IEEE Spectrum · Fallible AI

IEEE Spectrum revisits Turing's interest in machines that can learn, adapt, and make mistakes rather than simply execute perfect fixed rules.

Reading lensFallibility can be a sign of learning capacity, not only a defect to be eliminated.

Industrialization timeline with factories, students, and labor-market tradeoff diagrams
#17 Economics & Development 2018

Yaron Brook's talk with students of Exeter University, UK: Epic Answer on Chinese "Sweatshops"

Facebook / YouTube · Labor markets

A classroom-style argument about sweatshops, industrialization, worker choice, and the difficult trade-offs inside early-stage development.

Reading lensThe sharp question is whether moral judgment should start from ideal standards or from the alternatives actually available to workers.

Vietnam economic development scene with ports, classrooms, factories, and rising charts
#18 Vietnam & Economy 2018

The story of Vietnam's economic miracle

World Economic Forum · Development

The article explains Vietnam's post-reform growth through exports, investment, poverty reduction, education, and participation in global supply chains.

Reading lensThe miracle is best read as compounding policy choices, not as luck.

Einstein and Tagore inspired conversation under a cosmic library ceiling
#19 Philosophy & Science 2015

Einstein and Tagore explore truth and science

The Things Inside / YouTube · Truth

A reconstruction of the famous Einstein-Tagore conversations on reality, consciousness, beauty, and whether truth is independent of human experience.

Reading lensIt is a rare dialogue where physics and poetry argue without trying to erase each other.

Invisible economic assets represented by software, knowledge, networks, and glowing ledgers
#20 Intangible Economy 2018

Not enough people are paying attention to this economic trend

Gates Notes · Capital without capital

Bill Gates reviews Capitalism Without Capital, emphasizing how software, knowledge, brands, networks, and other intangible assets reshape growth.

Reading lensWhen value becomes less physical, measurement, investment, and policy all become harder.

Coffee cup beside exploding currency numbers and Venezuela inflation charts
#21 Economic Crisis 2018

The Cost of a Cup of Coffee in Caracas Just Hit 2,000,000 Bolivars

Bloomberg · Hyperinflation

Bloomberg's Cafe Con Leche Index turned hyperinflation into a concrete image: the price of an ordinary coffee jumping into the millions of bolivars.

Reading lensMacroeconomic collapse becomes legible when it is measured through the daily things people must still buy.

Robotics laboratory with manipulator arms, AI perception grids, and research dashboards
#22 AI & Robotics 2018

Facebook keens on AI-Robotics

VentureBeat / Bloomberg · Embodied AI

Coverage of Facebook's robotics push frames robots as a way to study AI systems that learn from physical interaction, not only web-scale data.

Reading lensRobotics makes intelligence tangible: perception, action, uncertainty, and feedback all arrive at once.

Turing pattern mathematics flowing into shells, spots, waves, and computing diagrams
#23 Computing History 2018

How the father of computer science decoded Nature's mysterious patterns

The New York Times · Turing patterns

The article revisits Alan Turing's morphogenesis work: mathematical rules that help explain how natural patterns can emerge from simple interactions.

Reading lensTuring's legacy is not only computation; it is also the idea that form itself can be modeled.

Productivity comparison dashboard with workers, clocks, and national output charts
#24 Productivity 2015

Why the productivity gap?

BBC · National productivity

The BBC asks why workers in some economies produce much more per hour, linking productivity to capital, management, skills, and organization.

Reading lensThe gap is rarely about laziness; it is usually about systems that either amplify or waste human effort.

German city street with savings symbols, household ledgers, and economic culture diagrams
#25 Economics & Culture 2018

Why the Germans are obsessed with saving money

Quartz · Savings culture

Quartz examines Germany's savings culture as a blend of history, policy, household behavior, and attitudes toward debt and prudence.

Reading lensEconomic behavior is never purely numerical; it carries memory, institutions, and moral habits.

Venezuela economic timeline with oil, currency collapse, and social stress indicators
#26 Economic Crisis 2017

Venezuela was once South America's richest country. Here's what went wrong

World Economic Forum · Institutional fragility

The piece traces Venezuela's crisis through oil dependence, policy controls, inflation, production decline, shortages, and institutional stress.

Reading lensResource wealth can mask fragility until governance, incentives, and monetary discipline break at the same time.

Multilingual neural translation system with sequence models, attention, and global message streams
#27 AI Translation 2017

Transitioning entirely to neural machine translation

Meta Engineering · Production AI

Meta Engineering describes Facebook's move from phrase-based translation to neural machine translation across thousands of language directions.

Reading lensThe story is about research becoming infrastructure: better models mattered only after they could run reliably at global scale.

Commencement stage with technology responsibility themes and connected graduates
#28 Commencement 2017

Harvard Commencement 2017

Facebook / Harvard · Purpose

Mark Zuckerberg's Harvard commencement address focused on purpose, community, global connection, and the responsibilities of a generation shaped by technology.

Reading lensThe speech matters less as celebrity advice and more as an early platform-era argument about social obligation.

Graduates looking toward AI, clean energy, bioscience, and global impact pathways
#29 Future Skills 2017

Dear Class of 2017

Gates Notes · Career advice

Bill Gates encourages graduates to look toward artificial intelligence, clean energy, biosciences, and work that reduces inequity.

Reading lensThe practical message is to choose fields where competence and social leverage can compound together.

German workplace with focused teams, protected time, and productivity gauges
#30 Work & Productivity 2014

Why Germans Work Fewer Hours But Produce More: A Study In Culture

Knote / HuffPost / Quora · Work culture

A set of readings around Germany's productivity culture, shorter work hours, training systems, focus norms, and institutional efficiency.

Reading lensThe core lesson is that disciplined boundaries can be a productivity asset, not a luxury.

Scientific illustration of trade strategy linking Vietnam, the United States, South Korea, and the Philippines through policy routes
#31 Trade & Development 2017

Làm ăn với Mỹ: nhìn từ bài học của Hàn Quốc và Philippines

Dân trí · US trade lessons

A Vietnamese analysis of how countries navigate economic relationships with the United States, comparing lessons from South Korea and the Philippines.

Reading lensExternal opportunity becomes national advantage only when domestic strategy is clear.

Scientific illustration of civic technology challenges connecting public institutions, industry, and social systems
#32 Technology Policy 2016

Hey Silicon Valley: President Obama Has a To-Do List for You

WIRED · Civic tech

WIRED presents President Obama's challenge list for the technology industry, asking builders to address major public problems rather than only optimize products.

Reading lensThe enduring question is whether technical power can be steered toward civic capacity.

Scientific illustration of AI governance with neural networks, autonomous mobility, and policy oversight
#33 AI & Governance 2016

Barack Obama, Neural Nets, Self-driving Cars, and the Future of the World

WIRED · Public AI

President Obama discusses AI, autonomous vehicles, labor, safety, and governance with MIT's Joi Ito and WIRED's Scott Dadich.

Reading lensIt is an early mainstream conversation about AI as public infrastructure, not merely a private product category.

Scientific illustration of research talent moving between university campus and industrial laboratory networks
#34 Research Careers 2016

It's not 'corporate poaching' - it's a free market for brilliant people

The Conversation · Talent mobility

The Conversation argues that researchers in fast-moving technical fields should be free to move between academia and industry as opportunities evolve.

Reading lensTalent mobility is not only a hiring issue; it is part of how knowledge circulates.

Scientific illustration of neural machine translation forming a shared latent representation between languages
#35 AI Translation 2016

Google's AI translation tool seems to have invented its own secret internal language

TechCrunch · Latent language

TechCrunch explains a then-new Google translation result where multilingual neural models appeared to learn shared internal representations across languages.

Reading lensThe fascinating part is representation: models can discover abstractions that were never manually named.

Scientific illustration of computer science university rankings with publication evidence and comparative research signals
#36 CS Rankings Current

Computer Science University Ranking

CSRankings · Research output

CSRankings provides a faculty-publication-based view of computer science departments, configurable by research area and time range.

Reading lensRankings are most useful when treated as lenses for evidence, not as final judgments of quality.

Scientific illustration of computer science conference ranking, peer review networks, and venue quality signals
#37 CS Rankings Current

Computer Science Conference Ranking

CORE · Venue quality

A reference set for conference ranking and venue comparison, including the CORE portal and an older computer-science ranking link.

Reading lensVenue lists are helpful for orientation, but they should be balanced with community fit, review quality, and research goals.