Viewing profile — edwin

There’s something quietly impressive about getting modern AI ideas to run on old hardware (like OP's project or running LLM inference on Windows 3.1 machines). It’s easy to think a…

I’m one of the authors. Our interest is straightforward: If coding agents scaffold a growing share of new apps, their defaults will become prevalent. Not necessarily because they’r…

Unlike classic search, which got worse over time due to SEO gamings, AI search might actually improve with scale. If LLMs are trained on real internet discussions (Reddit, forums, …

We looked at the same data that Rand Fishkin used and definitely came to a different conclusion.

A few take-aways from a study we ran (~800 consumer queries, repeated over a few days): * AI answers shift a lot. In classic search a page-1 spot can linger for weeks; in our runs,…

Here you go: https://preview.promptjoy.com/apis/m7oCyL

That's not the current OpenAI recipe. Their expectation is that your custom data will be retrieved via a function/plugin and then be subsequently processed by a chat model. Only th…

With LLMs, the inputs are highly variable so exact match caching is generally less useful. Semantic caching groups similar inputs and returns relevant results accordingly. So {"dis…

New techniques like semantic caching will help. This is the modern era's version of building a performant social graph.

BTW: Here's a more performant version (fewer tokens) https://preview.promptjoy.com/apis/jNqCA2 that uses a smaller example but will still generate pretty good results.

Thanks. We find few-shot learning to be more effective overall. So we are generating additional examples from the provided example.

For those who want to test out the LLM as API idea, we are building a turnkey prompt to API product. Here's Simon's recipe maker deployed in a minute: https://preview.promptjoy.com…

This is an exciting emerging space with folks (including multiple YC companies) tackling the problem from different directions. I helped compile a list here: https://medium.com/@vi…

http://news.mit.edu/2016/how-cancer-cells-fuel-their-growth-... - this more recent study theorizes that amino acids, rather than glucose, supply most building blocks for tumor cell…

I believe USDC has a blacklist of "forbidden addresses" - this is in contrast with some other compliant ERC20s that have whitelists instead. To redeem USD from USDC (meaning withdr…

DappRadar is a useful but ultimately hand-curated list. For a more comprehensive look, https://blockspur.com/ethereum_contracts/transactions ranks every Ethereum smart contract by …

Greg Galanos (founder of http://en.wikipedia.org/wiki/Metrowerks ) and his associate Mark B Johnson (Apple alum).

Last year, my 8-year-old kids and their classmates designed and hand-built (eventually with dowels instead of screws) their own chairs at their amazing SF school. See http://www.sf…