He aha nā ʻokoʻa ma waena o nā algorithms, automation a me nā ʻike artificial?

I kēia mau lā, aneane hiki ʻole ke kamaʻilio e pili ana i kekahi kumuhana pili i ka ʻenehana me ka ʻole o ka haʻi ʻana i kekahi o kēia mau huaʻōlelo ʻekolu: algorithms, automation and artificial intelligence. Inā pili paha ke kamaʻilio ʻana i ka hoʻomohala ʻana i nā polokalamu ʻoihana (kahi he kī nui nā algorithm), DevOps (e pili ana i ka automation), a i ʻole AIOps (ka hoʻohana ʻana i ka naʻauao akamai i ka mana IT hana), e hālāwai ʻoe i kēia mau huaʻōlelo ʻenehana hou.

ʻO ka ʻoiaʻiʻo, ʻo ka pinepine o kēia mau huaʻōlelo a me ka nui o nā hihia hoʻohana i hoʻohana ʻia e maʻalahi ke hoʻohui iā lākou. No ka laʻana, manaʻo paha mākou he ʻano AI kēlā me kēia algorithm, a i ʻole ʻo ke ala wale nō e hoʻokō ai ʻo ia ke hoʻopili iā AI.

ʻOi aku ka paʻakikī o ka ʻoiaʻiʻo. ʻOiai pili nā algorithms, automation, a me AI, he mau manaʻo ʻokoʻa lākou, a he hewa paha ke hoʻohui ʻana iā lākou. I kēia lā, e wehewehe mākou i ke ʻano o kēia mau huaʻōlelo, pehea lākou e ʻokoʻa ai, a ma hea lākou e hui ai i ka ʻenehana ʻenehana hou.

He aha ka algorithm:

E hoʻomaka kākou me kahi huaʻōlelo i hoʻopaʻa ʻia i nā pōʻai ʻenehana no nā makahiki he mau makahiki: algorithm.

ʻO kahi algorithm kahi hoʻonohonoho o nā kaʻina hana. I ka hoʻomohala ʻana i nā polokalamu, lawe pinepine ka algorithm i ke ʻano o nā kauoha a i ʻole nā ​​​​hana a kahi papahana e hana ai e hoʻokō i kahi hana i hāʻawi ʻia.

ʻO kēlā'ōlelo,ʻaʻole nā ​​algorithms a pau he polokalamu. No ka laʻana, hiki iā ʻoe ke ʻōlelo he algorithm kahi meaʻai no ka mea he pūʻulu papahana pū kekahi. ʻOiaʻiʻo, he moʻolelo lōʻihi ka huaʻōlelo algorithm, e pili ana i nā kenekulia ma mua o kekahi

He aha ka automation:

'O ka 'autome 'o ia ho'i ka hana 'ana i nā hana me ka ho'okomo a i 'ole ka nānā 'ana o ke kanaka. Hiki i nā kānaka ke hoʻonohonoho i nā mea hana a me nā kaʻina hana e hana i nā hana automated, akā i ka manawa i hoʻomaka ʻia, e holo nui a holo holoʻokoʻa nā kahe hana automated iā lākou iho.
E like me nā algorithms, ua puni ka manaʻo o ka automation no nā kenekulia. I nā lā mua o ka makahiki kamepiula, ʻaʻole ʻo ka automation ke kikowaena o nā hana e like me ka hoʻomohala polokalamu. Akā i loko o nā makahiki he ʻumi i hala iho nei, ua laha ka manaʻo e hoʻomaʻamaʻa nā mea polokalamu a me nā hui hana IT i ka nui o kā lākou hana.
I kēia lā, hele pū ka automation me nā hana e like me DevOps a me ka hoʻouna mau ʻana.

He aha ke akamai Artificial:

ʻO ka naʻauao artificial (AI) ka hoʻohālikelike o ka naʻauao kanaka e nā kamepiula a i ʻole nā ​​​​mea hana ʻē aʻe.

ʻO Generative AI, ka mea e hoʻopuka ana i nā mea kākau a i ʻole nā ​​​​mea ʻike maka e hoʻohālike i ka hana a nā poʻe maoli, aia ma ke kikowaena o nā kūkākūkā AI no ka makahiki i hala a i ʻole. Eia nō naʻe, ʻo AI generative kahi wale nō o nā ʻano AI he nui e noho nei, a me ka hapa nui o nā ʻano AI ʻē aʻe (e laʻa, ka wānana wānana)

ua lōʻihi ma mua o ka hoʻomaka ʻana o ChatGPT i hoʻāla i ka boom AI o kēia manawa.

E aʻo i ka ʻokoʻa ma waena o nā algorithms, automation, a me AI:

Algorithms vs. automation a me AI:

Hiki iā mākou ke kākau i kahi algorithm pili ʻole i ka automation a i ʻole AI. Eia kekahi laʻana, kahi algorithm i loko o kahi polokalamu polokalamu e hōʻoia i ka mea hoʻohana ma muli o ka inoa inoa a me ka ʻōlelo huna e hoʻohana ana i kahi hoʻonohonoho kikoʻī o nā kaʻina hana e hoʻopau ai i ka hana (ʻo ia ka algorithm), akā ʻaʻole ia he ʻano o ka automation, a ʻoiaʻiʻo. aole AI.

ʻOtometi vs. AI:

Pēlā nō, ʻo ka nui o nā kaʻina hana a nā mea hoʻomohala polokalamu a me nā hui ITOps ʻaʻole ia he ʻano AI. No ka laʻana, loaʻa pinepine nā paipu CI/CD i nā kahe hana automated, akā ʻaʻole lākou e hilinaʻi iā AI e hoʻokaʻawale i nā kaʻina hana. Hoʻohana lākou i nā kaʻina hana maʻalahi.

AI me ka automation a me nā algorithms:

I kēia manawa, hilinaʻi pinepine ʻo AI i nā algorithm e kōkua i ka hoʻohālikelike ʻana i ka naʻauao kanaka, a i nā manawa he nui, manaʻo ʻo AI e hoʻokaʻawale i nā hana a i ʻole nā ​​​​hoʻoholo. Eia hou, ʻaʻole pili nā algorithm a i ʻole automation me AI.

Pehea ka hui ʻana o nā mea ʻekolu:

ʻO kēlā ʻōlelo, ʻo ke kumu i koʻikoʻi ai nā algorithms, automation, a me AI i ka ʻenehana hou, ʻo ka hoʻohana pū ʻana iā lākou he kī nui i kekahi o nā ʻano ʻenehana wela o kēia mau lā.

ʻO ka hiʻohiʻona maikaʻi loa o kēia nā mea hana AI generative, e hilinaʻi nei i nā algorithm i hoʻomaʻamaʻa ʻia e hoʻohālike i ka hana ʻike kanaka. Ke kau ʻia, hiki i ka polokalamu AI generative ke hoʻopuka maʻalahi i ka ʻike.

Hiki i nā algorithms, automation a me AI ke hoʻohui pū i nā pōʻaiapili ʻē aʻe. No ka laʻana, ʻaʻole pono ʻo NoOps (nā kaʻina hana hana IT automated ʻaʻole i koi hou i ka hana kanaka) ʻaʻole wale i ka automation algorithmic wale nō, akā i nā mea hana AI maʻalahi e hiki ai i ka hoʻoholo paʻakikī, pili i ka pōʻaiapili i hiki ʻole ke hoʻokō ʻia e nā algorithm wale nō.

Aia nā algorithms, automation a me AI i ka puʻuwai o kēia ao ʻenehana. Akā ʻaʻole hilinaʻi nā ʻenehana hou i kēia mau manaʻo ʻekolu. No ka hoʻomaopopo pono i ka hana ʻana o kahi ʻenehana, pono mākou e ʻike i ka hana a nā algorithms, automation a me AI e pāʻani ai (a ʻaʻole pāʻani) i loko.