ãã€ã³ããããã¯ãè³ãæ å ±ãæŽçããæ¹æ³ïŒé£æ³çã§ãããçŽç·çã§ã¯ãªãïŒãåæ ããŠããŸãã2026幎çŸåšãAIãã€ã³ãããããžã§ãã¬ãŒã¿ãŒã¯ã1ã€ã®ããã³ããã貌ãä»ããææžãæ°ç§ã§éå±€æ§é ã«å€æã§ããŸãããã®ã¬ã€ãã§ã¯ã6ã€ã®é«äŸ¡å€ãŠãŒã¹ã±ãŒã¹ã3ã€ã®æ¹æ³ã§ã®çæã®ä»çµã¿ãéçç»ååºåãç·šéå¯èœãªãã£ã³ãã¹ãšã¯ç°ãªãçç±ãå®çšçãªäœæãããŒã8ã€ã®ãã¶ã€ã³ååããããŠã¯ãŒã¯ãããŒã«åã£ãããŒã«ã®éžã³æ¹ã玹ä»ããŸãã
1. 60ç§ã§äœããã€ã³ãããã
ãã€ã³ããããã¯æŸå°ç¶ã®å³ã§ããäžå¿ã®ã¢ã€ãã¢ããé¢é£ããæŠå¿µããµããããã¯ãè©³çŽ°ã«æåããããŸããããŒã ã¯ãã¬ã€ã³ã¹ããŒãã³ã°ããããžã§ã¯ãèšç»ãããŒããç ç©¶ã®çµ±åãç¥èã®æŽçã«äœ¿çšããŸãã
åŸæ¥ã®éå£ã¯æäœæ¥ã§ãããããã¯ã¹ãã³ãã¯ã¿ãã¬ã€ã¢ãŠã調æŽãè²ã®ã«ãŒã«ãªã©ãæèãããã©ãŒããããžãšåŒãé¢ãäœæ¥ã§ãã
仿¥ã§ã¯ããããã¯ãå ¥åããããææžã貌ãä»ããããæŽçãããå 容ã説æããã ãã§ãã¢ãã«ãæ°ç§ã§æ§é ãææ¡ããŸãã

ãLLMåžå Žã®ã©ã³ãã¹ã±ãŒãã®ãã€ã³ãããããã®ããã«äŸé ŒãããšãOpenAIãAnthropicãGoogleãMetaããªãŒãã³ãœãŒã¹ãäžåœã®LLMãªã©ã®ãã©ã³ãããã¢ãã«ãã¡ããªãŒã®ãµãããŒããšãšãã«ãææãã®ã¬ã€ã¢ãŠããªãã§åŸãããŸãã
å€åã¯ã¹ããŒãã ãã§ã¯ãããŸããããªãŒããŒããããé«ãããŠããããã¹ãããããŠããã¿ã¹ã¯ã§ããèŠèŠçãªæŽçãå¯èœã«ãªãããšã§ãã
2. 6ã€ã®é«äŸ¡å€ãŠãŒã¹ã±ãŒã¹
ãã€ã³ããããã¯ãã¬ã€ã³ã¹ããŒãã³ã°ã®ããã ãã§ã¯ãããŸãããæå³ã®è»œéãªã¢ãŒããã¯ãã£ã§ãã


1. ãã¬ã€ã³ã¹ããŒãã³ã°ãšã¢ã€ãã¢åµåº
å€ãã®ã¢ã€ãã¢ãçæããåéæšªæçãªã€ãªãããèŠã€ããŸããäžéšã®ããŒã«ã¯äººéãèŠéããªã³ã¯ã衚é¢åããæåã¬ã€ã¢ãŠãã«ããããã«ããã¯ãæžãããšã§ãããŒã ã¯ããè¿ éãªææãå ±åããŠããŸãã
ããã³ããäŸïŒãB2B SaaS補åããŒã³ãã®ããŒã±ãã£ã³ã°æŠç¥ããã¬ã€ã³ã¹ããŒãã³ã°ããŠãã ãããã
2. ãããžã§ã¯ãèšç»ãšã¿ã¹ã¯åè§£
ä¹±éãªãªã¹ããæŽçãããã¿ã€ã ã©ã€ã³ãšäŸåé¢ä¿ããªãŒã«å€æããŸããã¢ãã«ã¯ç®æšããµãã¿ã¹ã¯ã«åè§£ããäŸåé¢ä¿ããã©ã°ãã䞊è¡äœæ¥ã¹ããªãŒã ãææ¡ã§ããŸãã
ããã³ããäŸïŒãQ3ã«ã¢ãã€ã«ã¢ããªãããŒã³ãããããã®ãããžã§ã¯ãèšç»ãäœæããŠãã ãããã
3. ç¥èã®æŽçãšåŠç¿ããŒã
è³æããããã¯ããªãŒã«ã°ã«ãŒãåããã®ã£ãããèŠã€ãã埩ç¿ãæ§é åããŸããNotebookLMãé¡äŒŒã®è£œåã¯ææžãåã蟌ã¿ãèŠèŠçãªã¢ãŠãã©ã€ã³ãçæã§ããŸãã
ããã³ããäŸïŒãä»åŠæã®çç©åŠã³ãŒã¹ã®ããŒããæŽçããŠãã ãããã
4. ç ç©¶ã®çµ±åãšæç®ã¬ãã¥ãŒ
å¯åºŠã®é«ãæ å ±æºããé¢ä¿æ§ãã®ã£ãããæããã«ãããããã«å€æããŸããå šæãåã蟌ãããšã§ãããŒããç·åŒµé¢ä¿ãæªéæã®è§åºŠã衚é¢åã§ããŸãã
ããã³ããäŸïŒãæ°åæ¿çã«é¢ããããã5ã€ã®ç ç©¶è«æã®äž»èŠãªè°è«ãçµ±åããŠãã ãããã
5. ããŒãã£ã³ã°ã®æºåãšæææ±ºå®ã®ææžå
話ããã€ã³ããæ§é åããæ±ºå®ãèšé²ãããªãã·ã§ã³ãå¯èŠåããŸããã¢ãžã§ã³ããããããå§ããåãã©ã³ããè°è«ã®ããã³ããã§æ¡åŒµããŸãã
ããã³ããäŸïŒãäŸ¡æ ŒæŠç¥ãªãã·ã§ã³ã®æææ±ºå®ããªãŒãäœæããŠãã ãããã
6. ã³ã³ãã³ãã®ã¢ãŠãã©ã€ã³ãšæ å ±ã¢ãŒããã¯ãã£
æçš¿ãã«ãªãã¥ã©ã ãããã¥ã¡ã³ãã®éå±€ãèšç»ããŸããã¢ãã«ã¯ã»ã¯ã·ã§ã³åºåããäžè¶³ããŠãããããã¯ãææ¡ã§ããŸãã
ããã³ããäŸïŒãåå¿è åãã®æ©æ¢°åŠç¿ã®å æ¬çãªã¬ã€ãã®ã¢ãŠãã©ã€ã³ãäœæããŠãã ãããã
ãã€ã³ããããã¯é£æ³èšæ¶ã«åèŽãããã广çã§ããAIãæ§é åãã¹ãå éããã¢ã€ãã¢ã«éäžãç¶ããããŸãã
3. AIãã€ã³ããããçæã®ä»çµã¿ïŒ3ã€ã®æ¹æ³

æ¹æ³1ïŒãããã¯å±éïŒããã³ãããããããïŒ
æ£èŠã®ææžããªãæ¢çŽ¢ã«æé©ã
- å ¥åïŒ ãããã¯ãŸãã¯è³ªåïŒãåçå¯èœãšãã«ã®ãŒã®æªæ¥ãïŒã
- ããã»ã¹ïŒ ã¢ãã«ãäžè¬çãªç¥èããéå±€ãææ¡ã
- åºåïŒ äžçºã§å€éå±€ã®ãããã
- å¶éïŒ æ ¹æ ã¯ãã¬ãŒãã³ã°ããŒã¿ã«åºã¥ãããã©ã€ããŒããã¡ã€ã«ã«ã¯å¯Ÿå¿ããªãïŒããŒã«ãæ€çŽ¢ã远å ããªãéãïŒã
æ¹æ³2ïŒææžåæïŒããã¹ããããããïŒ
çµ±åãåŠç¿ã«æé©ã
- å ¥åïŒ ããŒããèšäºã貌ãä»ããããã¹ãã
- ããã»ã¹ïŒ æŠå¿µãæœåºããé¢ä¿æ§ãæšè«ãããã¹ãã
- åºåïŒ ãœãŒã¹ãèŠçŽãããããã
- å¶éïŒ å質ã¯ãœãŒã¹ã®æç¢ºãã«äŸåããŽããå ¥ãã°ãã€ãºã®å€ãæ§é ã«ã
æ¹æ³3ïŒäŒè©±ã«ããæŽç·ŽïŒãã£ãããããããïŒ
å埩ãå¿ èŠãªè€éãªãããã¯ã«æé©ã
- å ¥åïŒ ã·ãŒãããã³ãããšãã©ããŒã¢ããã
- ããã»ã¹ïŒ ã³ã³ããã¹ããç¶æããæç€ºã«å¿ããŠæ§é ãä¿®æ£ã
- åºåïŒ å¯Ÿè©±ã«ãã£ãŠåœ¢æããããããã
- å¶éïŒ ã¿ãŒã³æ°ãå¢ããããã¹ãŠã®è£œåãç·šééã§ã³ã³ããã¹ããããŸãä¿æãããšã¯éããªãã
åŠçãã€ãã©ã€ã³

å éšã§ã¯ã髿§èœãªã·ã¹ãã ã¯ãšã³ãã£ãã£æœåºãé¢ä¿æ§æ€åºãéå±€æšè«ãã¬ã€ã¢ãŠãæé©åãªã©ã®ã¹ããããé£éããããã®åŸã€ã³ã¿ã©ã¯ãã£ããã£ã³ãã¹ããã¯ã¿ãŒãç»åãæ§é åããŒã¿ã«ã¬ã³ããªã³ã°ããŸãã
éèŠãªåå²ç¹ã¯åºåã¿ã€ãã§ããäžéšã®ããŒã«ã¯ç»åãè¿ããŸããä»ã®ããŒã«ã¯ãã©ãã°ãã©ãã«å€æŽãæ¡åŒµãå¯èœãªç·šéå¯èœãªãªããžã§ã¯ããè¿ããŸãããã®éãã¯ãAIæèŒããšããããŒã±ãã£ã³ã°ä»¥äžã®æå³ãæã¡ãŸãã
4. éçåºåãšç·šéå¯èœåºåã®ã®ã£ãã
éçç»ååºåã®åé¡
äžè¬çãªç»åã¢ãã«ã¯ãã€ã³ããããã®ããã«èŠãããã®ãæããŸããããã¡ã€ã«ã¯ãã¯ã»ã«ã§ãããããŒãã§ã¯ãããŸããã

äžè¬çãªå¶éïŒçã®ããŒãç·šéäžå¯ãã©ãã«ã®ã¹ãã«ãã§ãã¯ã匱ãããã©ã³ãã®ããªã«ããŠã³äžå¯ãã©ã€ãã³ã©ãã¬ãŒã·ã§ã³äžå¯ããšã¯ã¹ããŒããªãã·ã§ã³ãéããããä¿®æ£ã«ã¯å šåçæãå¿ èŠã
ç·šéå¯èœãªã€ã³ã¿ã©ã¯ãã£ããããã远å ãããã®


äœ¿ãæšãŠã®ã¹ã¯ãªãŒã³ã·ã§ãããå¿ èŠãªããéçã§ååã§ããå埩ãã³ã©ãã¬ãŒã·ã§ã³ãææžããã¬ãŒã³ããŒã·ã§ã³ã§ã®åå©çšãå¿ èŠãªããç·šéå¯èœãªæ§é ãé©åãªã¿ãŒã²ããã§ãã
5. ã¹ããããã€ã¹ãããïŒAIãã€ã³ããããã®äœæ
äžå¿ãããã¯ãå®çŸ©
å ·äœçãªç¯å²ãæšå¥šïŒãQ3ããŒã³ãã®ããŒã±ãã£ã³ã°æŠç¥ãã¯ãããŒã±ãã£ã³ã°ãããåªããŠããŸããæç¢ºãªäžå¿ãããã¿ã€ããªãã©ã³ããçã¿ãŸãã
å ¥åã¢ãŒããéžæ
èªç±ãªæ¢çŽ¢ã«ã¯ãããã¯å±éãæ ¹æ ã®ããçµ±åã«ã¯ææžåæãæåã®ãã¹ãæçµçã«ãªããªãå Žåã¯äŒè©±ã¢ãŒãã
æåã®ãã¹ãçæ
å€ãã®ããŒã«ã¯æ°ç§ã§ãã©ãããè¿ããŸããã«ãã¬ããžãè©äŸ¡ïŒæ°ã«ãªãåŽé¢ããããã¯æããŠããŸããïŒ v1ãè¶³å ŽãšèŠãªããæçµå€æãšã¯ããªãã§ãã ããã
ç·šéãšæŽç·Ž
æ¬ ããŠããæŠå¿µã远å ãããã€ãºãåé€ããéå±€ãèªåã®ã¡ã³ã¿ã«ã¢ãã«ã«åãããŠå圢æããŸãã察象ãçµã£ãããã³ããã§ãäžåºŠã«1ã€ã®ãã©ã³ããæ·±ããŸãã
ãšã¯ã¹ããŒããšåºå
å®å ã«åããã圢åŒãéžæïŒã¹ã©ã€ãã«ã¯PNGãææžã«ã¯Markdownããã¶ã€ã³ããŒã«ã«ã¯SVGãçµ±åã«ã¯JSONãããŒã ã«ã¯å ±æãã£ã³ãã¹ãªã³ã¯ã
å埩ã®ååïŒ åŒ·åãªçµæã¯å€ãã®å Žå2ã3åã®ãã¹ïŒçæãã¬ãã¥ãŒãæŽç·ŽïŒãå¿ èŠãšããŸããæåã®æ§é ã¯ããããé©åã§ãããæ®ãã«ã¯ãã¡ã€ã³ã®å€æãé©çšããŠãã ããã
6. ChartGen AIããã€ã³ããããã«åãçµãæ¹æ³
ã»ãšãã©ã®ããŒã«ã¯æ¥µç«¯ã§ããçŸããéçç»åããå®å šã«æåã®ãã£ã³ãã¹ãäžéã®éã¯ãAIãã¡ãŒã¹ãã®æ§é ãšå³æç·šéå¯èœæ§ã§ãã

- èªç¶èšèªå ¥åïŒ ãããã¯ã説æããããããã¹ãã貌ãä»ãããã質åãããã
- æ§é åçæïŒ ãã©ãããªã¬ã³ããªã³ã°ã§ã¯ãªããããŒã¿ãšããŠéå±€ãçæã
- 峿ã¬ã³ããªã³ã°ïŒ éžæå¯èœãªããŒããæã€ã€ã³ã¿ã©ã¯ãã£ããã£ã³ãã¹ã衚瀺ã
- å®å šãªæäœïŒ ã³ããŒç·šéãã¬ã€ã¢ãŠãã®ãã©ãã°ãã³ã³ããã¹ãã¡ãã¥ãŒããåããŒã远å ã
- AIæ¯æŽã«ããæŽç·ŽïŒ ãã©ã³ããæ¡åŒµã飿¥æŠå¿µãææ¡ããŸãã¯è¡šçŸã調æŽã
- è€æ°ã®ãšã¯ã¹ããŒãïŒ PNGãSVGãMarkdownãJSON â æ¬¡ã®ã¹ãããã«åããã®ãéžæã
å ã»ã©ã®LLMåžå Žã®äŸã¯ããLLMåžå Žã®ãã€ã³ããããããäŒæ¥ãšã¢ãã«ãã¡ããªãŒã§æŽçããŠäœæããŠãã ããããšããåäžã®æç€ºã§çæã§ãããã®åŸããŒãããšã«æŽç·Žã§ããŸãã

åçµããããã¹ã¿ãŒã§ã¯ãªããäœæ¥ãç¶ããããæ§é ãå¿ èŠãªããChartGen AIãã詊ããã ããã
7. 广çãªãã€ã³ããããã®ããã®8ã€ã®ãã¶ã€ã³åå

- 1ã€ã®äžå¿ãããã¯ïŒ å ·äœçãã€çŠç¹ãçµããææ§ãªåã§ã¯ãªãã
- ã¡ã€ã³ãã©ã³ãã¯æå€§5ã7æ¬ïŒ ã¯ãŒãã³ã°ã¡ã¢ãªã®éçãå°éã
- äžè²«ããéå±€ã®æ·±ãïŒ å¯èœãªéããã©ã³ãéã§æ·±ãã®ãã©ã³ã¹ãåãã
- ããŒãå¥ã«è²åãïŒ ãã©ã³ããã¡ããªãŒå ã§åããã¬ããããã¡ããªãŒéã§ã³ã³ãã©ã¹ãã
- çãã©ãã«ïŒçŽ2ã5èªïŒïŒ ãã¥ã¢ã³ã¹ã¯ããŒããæ·»ä»ãã¡ã€ã«ã«ç§»åã
- äžéšããæèšåãã«èªãïŒ æãéèŠãªãã©ã³ãã12æã®äœçœ®ã«é 眮ã
- 匷調ã®ããã®èŠèŠçéã¿ïŒ ã¢ã³ã«ãŒã«ã¯ãµã€ãºãšè²ã䜿ããè£ é£Ÿã¯å šäœçã«ããªãã
- æé·ã®äœå°ãæ®ãïŒ æ¡åŒµã§ããªã窮å±ãªãã£ã³ãã¹ã¯é¿ããã
ã¢ãã«ã¯å€ãã®å Žåããã©ã³ã¹ã®åããéå±€ãšç°¡æœãªã©ãã«ãåºåããŸãããã©ããããããã®ã«ãŒã«ã®ããããã«éåããå Žåãããªãã®åœ¹å²ã¯æç»ãããã¥ã¬ãŒã·ã§ã³ãžãšç§»ããŸãã
8. ãããã質å
AIã§ãã€ã³ãããããäœæããã«ã¯ã©ãããã°ããã§ããïŒ
åºåããŒãºã«åã£ããžã§ãã¬ãŒã¿ãŒïŒç·šéå¯èœãã£ã³ãã¹ãéçç»åãïŒãéžã³ããããã¯ãå ¥åãããããã¹ãã貌ãä»ããçæããŠããç·šéããšã¯ã¹ããŒãããŸãã
AIã¯ããã¹ããããã€ã³ãããããäœæã§ããŸããïŒ
ã¯ããææžã¹ã¿ã€ã«ã®å ¥åã¯äžè¬çã§ããããŒããèšäºã貌ãä»ããããŒã«ã«ãšã³ãã£ãã£ãšé¢ä¿ãæœåºãããŸãã
éçãªAIç»åãšç·šéå¯èœãããã®éãã¯ïŒ
ç»åãžã§ãã¬ãŒã¿ãŒã¯ããŒãããšã«çã«ãããã§ããªããããããããè¿ããŸããç·šéå¯èœããŒã«ã¯ã¯ãªãã¯ããã©ãã°ãå®å šåçæãªãã§æŽç·Žã§ãããªããžã§ã¯ããè¿ããŸãã
ç¡æã®ãªãã·ã§ã³ã¯ãããŸããïŒ
ããã€ãã®è£œåã¯äœ¿çšéå¶éä»ãã®ç¡æãã£ã¢ãæäŸããŠããŸããã¯ãŒã¯ãããŒã決ããåã«ãšã¯ã¹ããŒãå¶éã確èªããŠãã ããã
çµè«ïŒãããã¯æèããŒã«ã§ãããåãªãå³ã§ã¯ãªã
AIã¯ãã€ã³ãããããã倧ããªãç¬éã«éå®ããŠããæ©æŠãåãé€ããŸãããæ°žç¶çãªæèšã¯ã¯ãŒã¯ãããŒã§ããçæãã¬ãã¥ãŒãæŽç·Žã掻çšã è¶³å Žã¯èªååã«ä»»ããæçµæ§é ã«äœãå±ãããã®å€æã¯èªåã§è¡ããŸãããã
åºå圢åŒã¯æå³çã«éžãã§ãã ãããéçç»åã¯ã¹ãããã·ã§ããã§ããç·šéå¯èœãã£ã³ãã¹ã¯æèãšãšãã«çãç¶ããŸããé²åããç¥èäœæ¥ã«ã¯åŸè ãéžã³ãŸãããã
ç·šéå¯èœãã£ã³ãã¹ã§ã®ã«ãŒããè©Šãæºåãã§ããããChartGen AIãéããŠãããã¯ã説æããŠãã ããããããã¯ããã«è¡šç€ºãããå®å šã«å埩å¯èœã§ãã

