Andrew Buchanan

speaker

155 appearances 1 recordings 1 series first heard Jun 2026 last heard 22 Jun

Andrew Buchanan’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 1 in all, peaking in Jun 2026 with 1.

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Talking Techniques · AI & Antibodies miniseries | Designing smart antibodies in the age of AI · 22 Jun 2026 podcast

But now with an excellent AI tool,

and access to the right data, it can acquire all that within two hours.

So setting this CDTP at an early stage really benefits from that onboarding of all that data, but really you need expert human review of it.

And those are people who have discovery and clinical development experience.

So the AI tech, with all the AI delivers to us, it the emphasis is on us really as team members to understand all that data in context and decide then on balance which criteria should be used and what those targets should be.

And that can actually take a number of conversations over a few weeks.

So having time to reflect to

So ponder and discuss that between people it is really valuable before you commit time and resource to the discovery and all the preclinical work that you hope your target your molecule will deliver.

Well I think

The tech that people have built is brilliant.

Uh I think the limitations really are around people and more in terms of cultures and way of working and the quality of the data.

So thinking about from a people perspective, yeah, do the right people actually have access to the appropriate tech and tools that has intuitive interfaces so they can really use it?

Have they been well trained?

Um and then actually as an individual you almost have to develop your own sense of trust in the output to decide what can I trust or what should I verify?

Where might this AI agent?

Collate creating this data I actually have gone wrong.

And then in terms of the quality of the data

We need to be aware of what your tech has got access to in terms of what's behind a paywall, your institute's data curation policies, the IT IT infrastructure, the machine learning ops, all of that is super important.

And noise we're in the age of kind of uh multi agent AI.

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