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See your letters without sign-in
First of all, thank you so much for all the support and feedback on launch day, I really appreciate it.
I just shipped a new update to stillmail.
You can now send a letter to a friend and they can read it instantly through a secure magic link, no sign-up required. The link only opens that specific letter.
How would you improve Product Hunt forums? Name some things
I spend most of my time on these two things:
1) observing products on the main page and upvoting/commenting on them
2) talking with people within comments under my forums
The second one is the one where I notice some things that I lack and see possible improvements, namely:
Are giant LLMs a dead end? 76% of AGI researchers think so!!
Despite the hype, the frontier of AI might not be where most people are looking.
While Big Tech continues to throw billions at scaling transformer-based LLMs, a recent Delphi study shows that 76% of leading AGI researchers no longer believe models like ChatGPT will meaningfully contribute to superintelligence. The marginal gains are becoming too expensive
GPT-5 is estimated to cost up to $1B to train, yet the improvement is mostly superficial. What we re getting is better packaging, not better reasoning.
Meanwhile, a quiet shift is happening in the background. Research in alternative architectures is starting to show surprising results. Liquid Neural Networks, for example, are achieving task-specific performance far beyond what transformers deliver using a fraction of the resources. Neuromorphic chips are pushing 10x energy efficiency. And miniaturized, domain-specific models are proving far more practical at the edge than scaled-up giants.
Augment Code releases CLI Claude Code competitor Auggie
I don't hear about Augment as much as I do Cursor, Windsurf, Claude Code etc. but they've also raised more than $200M, so it must be decent.
They just announced the release of a CLI tool, Auggie, to compete with Claude Code.


