Colin
2.4K posts

Colin
@0xtestpilot
Janitor @OasisProtocol | privacy/acc Prev: @ChainSafeth

The TACEO Network is live! A private execution layer for digital rails. The cryptographic infrastructure behind it already secures personal data for nearly 18 million people.

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I'm increasingly sensing that "people who get really good at AI will survive & thrive" is likely a cope It doesn't require much skill, obviously it will also require less & less skill...I don't think any 'edge' you have today as a mere AI 'power user' will last long...




Memory is one of AIs biggest unsolved problems Inference is a commodity, but if you want to move around, you're often starting from zero Memory’s not portable. It’s not private. It’s barely even functional. ______________________________ There are technical reasons why this is a hard problem, providers also treat it as a moat. @OpenAI has a cross-chat memory feature & @AnthropicAI has search/archiving, but these are proprietary, closed-loop fixes They create something memory-like by continually trying to expand the context window In reality, it’s just building further dependency/lock-in Where does it leave us? → With a static, platform-dependent feature → When what’s needed is a portable, dynamic memory This is where crypto might provide an answer As @marco_derossi said, AIs should be local, replaceable, forgetful The vulnerability of the current setup is not just that data is stored centrally, but it’s processed/shared without trust. The solution is a user-owned layer that encrypts context while still making it usable by AI - decoupling memory from the model Projects working in this direction: -@PluralityWeb3 -@kinic_app -@ensue_ai -@memsync_ai -@rei_labs -@ekailabsxyz With better memory primitives, you can rent access to curated knowledge or monetize other expertise. The memory itself becomes the asset. Incredibly bullish on better memory solutions. Check out @markowifk's full piece on memory↓















