Back to blog

Healthcare

Where care delivery meets technology: hospitals, primary care, digital health and the systems that decide how medicine actually gets practised.

Healthcare doesn't break in one dramatic moment; it erodes quietly under rising demand, thin margins and technology nobody was trained for. Here you'll find how hospitals, clinics and health systems are actually adapting, with a bias toward changes that reach patients rather than press releases.

31 articles

Fork your boss

Open Executive, an open-source AI executive team, hit the Hacker News front page the same week Reuters revealed how Meta's plan to replace whole teams with agents imploded. Automating the work floor is slow, expensive and unreliable, while automating the layer above it is cheap and now open source, so the work floor can fork its own management instead of waiting for management to deploy agents onto the ward.

Fork your boss
2 September 2026· 5 min readagentic-aiworkforcehealthcareinnovation

Pharmacovigilance for AI

AI agents now sell, trade, delete and attack on their own, yet almost no organisation watches them the way we already watch medicines. It is time for pharmacovigilance for AI: a live register, drift monitoring, a named owner and a fast way to pull an agent when it misbehaves, grounded in three fresh incidents, a Johns Hopkins counter-model and Singapore's decision to fold agents into binding banking rules.

Pharmacovigilance for AI
19 August 2026· 4 min readagentic-aipolicyhealthcareethics

The prototype cliff

Vibe coding removed exactly one barrier to clinician-built software: the technical skill to build. The compliance, security and validation work that makes a demo deployable is unchanged and largely untaught, and it kills most weekend builds. A 60-second lane test shows which builds face the wall and which can be built freely, including the little-known EU in-house exemption.

The prototype cliff
12 August 2026· 5 min readvibe-codingclinicianshealthcarepolicy

The doctor who never learned

Clinical AI may improve performance while quietly weakening the unaided judgement needed when the model fails. This edition separates measured deskilling from the still-precautionary risk of never-skilling, then proposes aviation-style proficiency checks for medicine.

The doctor who never learned
5 August 2026· 7 min readaiclinicianshealthcareworkforce

You can't win on talent alone

Six of the eight 2026 World Cup quarter-finalists are European, from only a third of the entrants, and the reason is institutionalised systems rather than talent. The same playbook (academies, weekly benchmarking, holistic player care, sports science) explains Europe's lead in health outcomes; the uncomfortable part is how patchily Europe applies it to prevention and outcome transparency in its own healthcare.

You can't win on talent alone
15 July 2026· 6 min readhealthcareworkforceinnovation

Unsafe for whom?

Revolut and Alan are running the same challenger playbook on banking and health insurance, and the revealing part is how incumbents respond. Genuine safety objections and margin defence wear the same suit, and this edition offers a test to tell them apart before 'patient safety' becomes healthcare's favourite blocking tactic.

Unsafe for whom?
8 July 2026· 5 min readhealthcarepolicyinvestment

The household becomes the patient

Three almost-simultaneous launches, Luffu by the Fitbit founders, Google's new Health app, and Oscar Health's Lucie marketplace, redraw healthcare's customer from the lone patient to the household. What shifts for patients, providers, payers and employers when the unit of analysis moves from one person to the family.

The household becomes the patient
13 May 2026· 4 min readwearableshealthcareinnovation

The smartest AI never phones home

Healthcare has the most to gain from AI and the most to lose from sharing the data that feeds it. Google's TurboQuant algorithm and a wave of on-device wearables are breaking the privacy-vs-capability tradeoff, moving intelligence to the edge where patient data never has to leave the building.

The smartest AI never phones home
1 April 2026· 5 min readaidatawearableshealthcare

Everyone showed up except the diagnosis

In Q1 2026, ten of the world's largest tech companies launched healthcare AI products within 72 days. Every launch prioritises admin support; not one claims to diagnose. The pattern reveals that the real barrier isn't technology but liability, and the trillion-dollar question is who blinks first on clinical AI.

Everyone showed up except the diagnosis
18 March 2026· 4 min readaihealthcarepolicy

No Going Back

My AI system went down for thirty seconds. That's when I realised my brain no longer works the same way it did before AI. There's no going back.

No Going Back
11 February 2026· 3 min readaiworkforcehealthcare

The GitHub playbook healthcare won't touch, but should

Developers have been collaborating on code for over a decade using version control, branching, and pull requests. Meanwhile, healthcare still faxes medical records.I've been thinking about what GitHub's explosive growth (30 million to 100 million developers in five years) might teach us about building collaboration infrastructure for health.

The GitHub playbook healthcare won't touch, but should
10 December 2025· 5 min readdatahealthcareinnovation

What if healthcare's greatest failure isn't treatment?

Same-day delivery exists for practically everything, except the advice that might prevent you from needing a hospital bed. This piece explores a simple question: what if preventive care had its own gig economy layer? The supply of qualified health coaches exists. The demand is overwhelming. They just rarely meet.

What if healthcare's greatest failure isn't treatment?
3 December 2025· 5 min readhealthcarepatientsinnovation

Last night a chatbot saved my life

The melody might be familiar, but the lyrics have changed. As 58% of young adults swap Google searches for ChatGPT conversations about their health, we're witnessing more than a technological shift: we're seeing the birth of an entirely new healthcare ecosystem.

Last night a chatbot saved my life
2 July 2025· 4 min readaipatientshealthcare

Beyond bullets: health as a strategic defence

In modern conflicts, the sharpest weapon isn't always digital or mechanical, it might just be human resilience. This piece argues Europe's strategic defence strategy should extend beyond advanced weaponry to prioritise population health and cognitive fitness.

Beyond bullets: health as a strategic defence
12 March 2025· 3 min readhealthcarepolicyworkforce

Starbucks as inspiration for preventative healthcare

Preventative healthcare is a widely shared goal, yet shifting from reactive 'sick care' to genuine prevention stays stubbornly hard. Starbucks offers six lessons, from the welcoming 'third place' to loyalty economics and employee retention, that healthcare could borrow to make prevention something people actually choose.

Starbucks as inspiration for preventative healthcare
11 September 2024· 4 min readhealthcaremarketingwellness