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And, this is day 16 of @venturetwins and I spotlight cool new consumer products from this year! Follow along for more.
Partner @a16z and twin to @venturetwins | Investor in @gammaapp, @happyrobot_ai, @krea_ai, @tomaauto, @partiful, Salient, @scribenoteinc & more
If they can aggregate proprietary supply, these products can become marketplaces very quickly. Most of these AI agents are at a few thousand users now and are still building “liquidity”…I’m excited to see how consumers lean into them in 2026 and beyond.
And, this is day 16 of @venturetwins and I spotlight cool new consumer products from this year! Follow along for more.
“You do the AI. I’ll do the UI” - sounds like a dream for a huge number of AI builders/practitioners ❤️ the entire community gets better when we have great people like Will contributing their bleeding edge expertise as a platform to build on so I can bring my agent, skills, do engineering on making it work and suddenly it works in my browser with “toad serve”?? yes pls :) really recommend ppl check Toad out, it’s great 🐸
agents, harnesses, and evals @LangChainAI, prev @awscloud, phd cs @ temple
Rails 8.2 is getting a new combined credentials accessor via https://t.co/6SX7zmEyrA.creds that will search ENV first, then the encrypted credentials. Can also be reconfigured to add custom lookup backends. https://t.co/NIjYNQFnV7
Father of three, Creator of Ruby on Rails + Omarchy, Co-owner & CTO of 37signals, Shopify director, NYT best-selling author, and Le Mans 24h class-winner.
> Hallucinations are actually "Over-Compliance." Interventions prove these neurons force the model to prioritize satisfying your prompt (even with false premises) over telling the truth. so is there like a concept of noise here as well, where training a model on cases where it doesn’t know the answer and chooses to refuse clearly would help mitigate hallucinations?
making gradients flow • eXperiments lab
NATO standoff weapons are probably overrated too. The only remaining issue is whether NATO air superiority is still a safe assumption or if F-35s won't be capable of operating with impunity. I wonder if we'll see this checked.
We're in a race. It's not USA vs China but humans and AGIs vs ape power centralization. @deepseek_ai stan #1, 2023–Deep Time «C’est la guerre.» ®1