
Swissy
@swissyai
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Following
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Making things simple | Innovating @PartyHatsICP | Agents @ai16zdao | Gaming @ExploreOmnia
Onchain
Joined January 2024
open source models are getting insanely good. if @AnthropicAI has limited or no stipend benefit, Kimi K2 would significantly lower costs while maintaining comparable results . worth looking into by the @caffeineai team (4x cost saving, can also bring motoko fine-tune to K2).
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notes from first-ever @caffeineai hackathon:. @dfinity nailed the first hackathon, with everyone prompting non-stop there was only minor UI bugging, everything else was smooth with @caffeineai . caffeine feels like @ManusAI_HQ, but with @AnthropicAI and automatic hosting on ICP
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Custom LLMs no longer need costly fine-tune loops. KIP adds a persistent memory graph that learns, prunes and publishes its reasoning. 🤯. every query becomes an auditable update. fine-tune once for first-time domain fit, let KIP handle the rest.
🐼 Anda-LQL is now KIP (Knowledge Interaction Protocol). 🧬 KIP is a knowledge memory interaction protocol designed for Large Language Models (LLMs), aimed at building a sustainable learning and self-evolving knowledge memory system for AI Agents. 👉
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important @caffeineai updates. 1)."with ICP's multi-chain capabilities, you can accept Bitcoin [directly within your @caffeineai web app]" - @dominic_w at @thecryptovalley conference. allowing anyone to accept crypto without paying or waiting for slow chains and expensive fees.
Finished my first @caffeineai project on #ICP, a "simple" membership management system. For fun. the last prompt I asked Caffeine to add 10 more features and to dazzle and to surprise me. And . I got a lot of features back! 😂 . Haven't tried half of the stuff yet:
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ICP just killed Legacy IT 💀. those hoping for @caffeineai to have great UI are missing the point. @caffeineai is the first end-to-end decentralized code gen stack. code, data, model sharing state. infra, storage, auth baked in protocol. - no external database needed.- no
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good context for what “self-writing internet” will mean. @perplexity_ai - self improving browser, Comet (the layer we interact with). @dfinity - self improving internet, @caffeineai (the layer itself).
someone in our company literally launched a finetuning run of the agent models used by comet from comet to improve itself by specifying training and eval json files. only thing left over here is to give AI permission to deploy and repeat this and dump new training and evals data.
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ICP AI: The Memory Layer. Most blockchains serve as transaction endpoints. ICP Agents retain context. native persistent storage. eliminating centralized dependencies. See @ICPandaDAO's Anda framework ↓
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For the benefit of the whole industry I am sharing this link:
For the benefit of the whole industry we are sharing this report: Summary:.Only very few machines had access. Initial compromise happened trough a supply chain attack via a privileged docker image doing "yaml load" from disguised but malicious sources. From there privileges were.
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Only one of these AI Coding Agents builds in a tamper-proof environment out of the box, with data management built in without any dependencies. No. 24. The potential reach for @caffeineai is much bigger than anything we’ve seen before in crypto.
I've tried all (36) AI Coding Agents & IDEs 😵💫. [CreateXyz, Cursor, Softgen, Windsurf, Wrapifai, Copilot, Lovable, Bolt, v0, Replit, MarsX, AmazonQ, Pear, Devin, Github Spark, IDX, Webdraw, Claude 3.7 Sonnet & more]. The most complete list ever made:.
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☞ SwapRunner Alpha Launch. - ICP DEX Aggregator protecting you from bots. - 100% onchain. - Split trades between @ICPSwap & @kongswap for the best prices.
Imagine getting the best price, every time, on all of your swaps, and leaving nothing on the table for the trading bots who want to feast on your profits. Today you no longer have to imagine this, as I am launching the public alpha of SwapRunner, a 100% on-chain DEX aggregator
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With LLM costs trending down, security is no longer a tradeoff—it’s essential. Fully on-chain AI ensures no centralized servers and true tamperproof resilience. @dreaminglucid22 and @RealDanMcCoy are bringing fully sovereign intelligence, living on ICP.
AI SEGMENT 2: Agents . @zendotfun @swissyai @Mike_icp and I discussed AI Agents and the importance of running them fully on chain. $ICP
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