Anhte a social media feed ni hpe hka kaba shangun ai nsa sa ai, AI-hpan shapraw ai sumla ni kaw nna, anhte shani shagu lang ai jak ni kata na n mu lu ai, ultra-n-gun ja ai matut mahkai lam ni du hkra, n-gun ja ai, n mu lu ai ladat langai mi bungli galaw nga ai:garan kachyan ai. Ndai npawt nhpang tara-particle ni a hkrang masa kaw nna n tara ai de shamu shamawt ai lam, ahkyak dik gaw, bai nhtang wa ai lam- gaw digital hte physical mungkan ting hta rawt malan lam hpe n-gun jaw nga ai. Ndai n hkru n kaja ai lam hte hkrang masa lapran na ka manawt ai lam hpe chye na hkra sharin la ai hku nna, anhte gaw hpaji masa hte hpaji hparat lam hta n mu yu ai atsam marai ni hpe hpaw ya nga ai.
Digital Alchemist: Nsen kaw na sumla hkrung hpe hpan shalat ai
- Hpaji masa hta, DALL-E, Midjourney, Stable Diffusion zawn re ai grau rawt jat ai sumla hkrung ni hpe shapraw ai jak ni a hpang e nga ai engine ni gaw, garan ginhka ai hkrang ni rai nga ai. Shanhte a bungli galaw ai lam gaw, jahten sharun ai hte hpan da ai lam hpe galaw ai myit htum hpa lahkawng-act play langai mi rai nga ai.
- Shawng nnan na galaw ai lam gaw .wunkat. Model hpe wan hku law ai tengman ai sumla ni-sumla ni, sumla ni, sketch ni hpe jaw sha ai. Langai hte langai a matu, "forward process" hpe galaw ai, digital nsen a layer ni hpe hkrang shapraw ai hku nna, television dingsa langai hta static zawn, jat bang ai. Lahkam mi hpang lahkam mi, shawng na sumla hpe yeng seng kau ya nna, hkrang n rawng ai, n-gun n rawng ai n hkru n kaja ai lam hta lai nna kaga hpa mung n ngam mat ai. Ndai daw hta model a ahkyak ai bungli gaw sumla hpe dum na matu n re ai sha, .nsen hpe tau hkrau tsun udai hpe lahkam shagu hta jat bang da ai. Dai hku galaw ai shaloi, "cat" hpe gwi zawn, shing nrai "landscape" hpe landscape zawn byin shangun ai lam ni a npu na structure hte pattern ni hpe kata de bang da ai.
- Lahkawng ngu na galaw ai lam gaw .ban. Ndai shara kaw she lamik kumla byin ai. Sumla nnan langai hpe galaw na matu, dai lam hpe pure random noise ngu ai canvas kaw nna hpang ai. Dai hpang sharin hkam la sai hkrang sumla gaw shi a "denoising dance" hpe hpang wa ai. Ndai n hkru n kaja ai lam hpe yu nna, "Ngai sharin hkam la ai lam hpe madung tawn nna, ndai hpe 'Mars ntsa gumra jawn ai lamu kasa langai' ngu ai tsun shaleng ai lam hte loi mi bung hkra, gara nsen hpe ngai yeng seng kau mai na kun?" Dai gaw tau hkrau tsun da ai nsen loi mi hpe dawm kau nna, loi mi grau hkrang shapraw da ai sumla hpe madun dan ai. Ndai sumla nnan hpe model kata de bai bang ya nna, dai lam hpe kalang lang law law (sh) latsa lang bai galaw ai. Kalang lang, hkrang n rawng ai shara kaw nna, hkrang bung sumla ni, nsam ni, nsa sa shangun ai lam ni pru wa nna, n sim n sa, lahkam mi hpang lahkam mi galai shai wa ai n hkru n kaja ai lam ni a majaw hkrang shapraw da ai.
Hkum hkrang n-gun: Atomic hkrak ai hte n-htum n-wai ai matut mahkai lam ni hpe gawgap ai
- Digital application gaw rawt malan ai lam rai nga ai raitim, hkang zing da ai garan kachyan ai atsam hpe hkum hkrang mungkan hta shaning tsa lam hku grau nna hkam sha lu ai hku jai lang wa sai, grau nna rawt jat galu kaba wa ai hpaga lam hta. Gawng kya ai lam n byin hkra, arung arai lahkawng hpe gara hku matut mahkai na ngu ai hta, yak hkak ai lam law law nga ai.
- Ndai shara hta .Magri a matu garan kachyan ai Weldern mai malap ai byin wa ai. Htunghking hku nna n-gun ja ai arc hte arai ni hpe hka ja ai hte n bung ai sha, diffusion welding gaw solid-state galaw ai ladat re. Atom garan ginhka ai lam a npawt tara hpe madung tawn ai.
- Ndai hku galaw ai: Hkum tsup ai hte n-gun n rawng ai magri n-gang lahkawng hpe laksan nta langai a kata hta grai hku hkau hkra tawn da ai. DaiMagri a matu garan kachyan ai Welderdai hpang, grai ja ai, hkrak hkrak hkang lu ai katsi ai hte tsaw ai, isostatic pressure hpe jai lang ai. Dai nbung gaw, lapran kaw na atom ni hpe n-gun jaw ya nna, shanhte a shamu shamawt ai n-gun hpe jat ya ai, n-gun gaw shanhte hpe grai ni htep hkra galaw ya ai. Ndai nbung n-gun a majaw, atom ni gaw lamu ga jarit lai nna htawt sit hpang wa nna, n-gun n law ai shara ni hpe loi loi hte n-gun n rawng ai sha jahpring ya nna, n-gun nnan ni hpe hpaw shabawn wa ai. Aten na wa ai hte maren, garan ginhka ai magri mang lahkawng gaw, langai sha re ai magri mang langai sha tai wa ai. Dai n-gun gaw n-gun n rawng ai, ngam nga ai melt zone (sh) heat-affected weakness n nga ai, law law lang gaw base metal hta grau n-gun ja ai bond hpe byin shangun ai.
- A .Magri a matu garan kachyan ai Welderhkrat sum ai lam n nga ai application ni a matu npawt nhpang hpaji masa langai hku nna galaw u. Nbungli hte seng ai arung arai ni hta hermetic seal ni hpe galaw na matu, n-gun kaba ai-microelectronics ni hta ngang kang ai matut mahkai lam ni hpe galaw na matu, nuclear hte particle physics jak ni hta ahkyak ai matut mahkai lam ni hpe galaw na matu ahkyak nga ai.
Hpaji masa ni a lapran na mungkan ting na hka hkin gau langai
Coherent sumla langai hpe shabyin ya na matu pixel ni hpe lam madun ai rai tim, n daw n hka ai hkum hkrang matut mahkai lam hpe shabyin ya na matu atom ni hpe coaxing galaw ai rai tim, diffusion gaw universal bridge langai zawn galaw ya nga ai. Kashun kashe gaw jahtum na masa n re ai sha, sut su ai atsam marai ni a npawt nhpang re ai hpe madun dan nga ai. N tara ai lam de shingra tara hku lwi nga ai hpe bai nhtang wa hkra sharin la ai hku nna, hpan da ai lam a matu atsam rawng ai arung arai langai lu la ga ai. Digital mungkan hta, ndai lam gaw, sumla hkrung hte matut mahkai lam ni hpe tsep kawp nnan hku shingdaw lu na matu ahkang jaw ya ai. Hkum hkrang mungkan hta, shingdaw n lu ai dinghpring ai hte bungli galaw lu ai arung arai ni hpe engineer galaw lu shangun ai. Diffusion hpe kungkyang ai lam gaw, jahtum e, virtual hte real lahkawng yan hta gawgap ai lam- hpe kungkyang ai lam rai nga ai.
