Custom GPTs for information scanning, Eliot Peper on writing sci-fi,

For the last couple of decades I have expected AI to give us better ways to find the information that we want. Despite advances and a few bright spots here and there, I remain deeply disappointed with the available information scanning products.

Generative AI offers a promise of giving us the power to create our own tools rather than rely on Big Tech or startups to come up with products that suit us.

In the ‘In practice’ section below I share how I built a simple custom GPT, AI Information Scanner. It gives full configuration details so you can adapt it to create your own. It is just a prototype, but points to the potential for far better personal tools soon.

Ross.

• How to build a custom GPT for information scanning

• AI creates a massive leap forward in materials science

• Sophisticated prompting strategies

• Sci-fi novelist Eliot Peper on how to write science fiction, information feeds, and cognitive health

• Redefining distinctive human capabilities with the advent of generative AI

How to create a custom GPT for information scanning

Generative AI offers real potential to give us more control over our information sources and scanning.

It turns out that OpenAI’s custom GPTs offer a promising avenue. Here is a guide with full working example on how to create your own from this template.

AI massively augments new materials research

Google DeepMind has announced it has created an AI that has generated over 2 million new materials form inorganic crystals and made this openly available to researchers. There is still plenty of work from researchers to bring the most promising to fruition, but there are potential applications to improving batteries, solar panels, semiconductors, and more.

Google DeepMind’s materials AI has already discovered 2.2 million new crystals

Governance shifts at OpenAI will shape the future of AI

OpenAI Sam Altman did an in-depth interview on his firing and re-hiring, though he was not fully transparent, including refusing to say why he had been fired. While he emphasized that AI safety comes first, the governance shifts will certainly give more power to him and co-founder Greg Brockman. Humans and human emotions and power battles are shaping AI.

Interview: Sam Altman on being fired and rehired by OpenAI

Sophisticated prompting strategy for deep domain expertise

One of the debates in AI is whether we will get more domain-specific fine-tuned models trained on defined bodies of expertise, for more efficient, superior results. A new prompting approach in which GPT-4 generates step-by-step thinking and excellent results has been used in medicine, beating medical models, and can be applied in other domains.

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Redefining distinctive human capabilities with the advent of generative AI

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