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To build your own programmatic solutions, you will either need downloadable AI models or API keys to access cloud services that perform the heavy computation remotely. | To build your own programmatic solutions, you will either need downloadable AI models or API keys to access cloud services that perform the heavy computation remotely. | ||
With sufficient expertise, you can even build agentic AIs such as Open Claw that use your existing tools and carry out tasks automatically. However, caution is advised: Probabilistic AIs can hallucinate and may pose a risk to your system. Internally, [[wp:Model_Context_Protocol|MCP]] are used for more safety but these don't compensate to have backup means. Sandboxes offer an additional layer of safety, but they can limit the usefulness of agents and introduce extra complexity, which may offset the time savings you intended to achieve. | With sufficient expertise, you can even build agentic AIs such as Open Claw that use your existing tools and carry out tasks automatically. However, caution is advised: Probabilistic AIs can hallucinate and may pose a risk to your system. Internally, [[wp:Model_Context_Protocol|MCP]] are used for more safety but these don't compensate to have backup means. The strategy is to generate content and back it up at the conclusion of every work session. In the event of a catastrophic failure, data loss would be limited to a single day’s work. Furthermore, if you interact with your agentic AI via smartphone or other remote means, you must implement a killswitch capable of force-terminating the program via a secondary channel. Critically, this killswitch must function independently of the agent’s "consent" or internal processing. Sandboxes offer an additional layer of safety, but they can limit the usefulness of agents and introduce extra complexity, which may offset the time savings you intended to achieve. '''GenAI systems operate probabilistically.''' Do not expect identical results when repeating prompts with the same inputs. The same text prompts may produce similar, but not identical, outputs. Therefore, in some scenarios, it can be beneficial to generate multiple results and select the most suitable candidates for your intermediate or final goal. | ||
'''GenAI systems operate probabilistically.''' Do not expect identical results when repeating prompts with the same inputs. The same text prompts may produce similar, but not identical, outputs. Therefore, in some scenarios, it can be beneficial to generate multiple results and select the most suitable candidates for your intermediate or final goal. | |||
==Sounds== | ==Sounds== | ||
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