Dari AGI dengan tingkat kecerdasan yang sama dengan manusia dan pesatnya pertumbuhan kemampuan komputer, mesin pintar diprediksi mampu melebihi manusia karena beberapa hal berikut ini: Sisi Perangkat keras: Kecepatan. Saraf otak maksimal keluar pada sekitar 200 Hz, sementara mikroprosesor saat ini (yang jauh lebih lambat ketika kita mencapai AGI) ada di 2 GHz, atau 10 juta […]

Ada kesepakatan yang telah diterima di kalangan peneliti AI modern bahwa  mesin pintar masih sangat jauh dari kecerdasan manusia, meskipun dalam beberapa kasus dalam domain ANI telah terbukti melebihi manusia. Walaupun demikian, banyak hal yang masih terlewatkan dalam AI modern. Istilah Artificial Intelligence General (selanjutnya, AGI) adalah istilah yang digunakan untuk menunjukkan mesin pintar yang nyata […]

Kita sekarang berada dalam periode ANI di mana sebagian besar state-of-art teknologi didasarkan pada pembelajaran mesin, yaitu mesin yang belajar berdasarkan satu kumpulan algoritma yang mencoba untuk memodel abstraksi tingkat tinggi dalam data dengan menggunakan beberapa lapisan pengolahan, dengan struktur yang kompleks atau sebaliknya serta terdiri dari beberapa transformasi non-linear. Ini sebenarnya adalah sebuah metode untuk belajar […]

Kecerdasan buatan (articifical intelligence atau disingkat AI) adalah istilah untuk kemampuan intelijen atau kecerdasan yang dimiliki oleh perangkat lunak yang berjalan pada mesin komputer. Tujuan utama dari penelitian kecerdasan buatan meliputi penalaran, pengetahuan, perencanaan, pembelajaran, pengamatan, persepsi, pengolahan bahasa alami, pengenalan pola dan banyak lagi. Saat ini, ada banyak fakta tentang kemajuan dramatis dalam AI […]

[Thinking] Anyone who does research required to think hard. To solve problem. Thinking usually happen to everyone, however being a better thinker and keeping our mind sharp, creatively and critically, is not an easy task. The thinking process requires mental effort in which physically, our nervous system will consume more glucose to execute. The effortful mental activity appears to be especially […]

One thing that I do enjoy in my job is teaching. No, I don’t believe I can really do my job without teaching ! My personal reason is simple, when I do teach, I contribute to next generation scientists and engineers in good way. It is not just about delivering engineering contents like machine learning, C++ or algorithm, […]

[Writing] Basically we can put like this – reading affects writing and writing affects reading. Good writers are also good readers. Activities while reading and writing share many of the same working brain’s memory region, and potentially draw upon the same as well as unique cognitive systems. Neuroscientists perhaps have more evidences or maybe can […]

I found myself signed PhD (Permanent head Damage) program for deep learning topic. It was a conscious decision to put myself into new rhythm, to explore current trends in AI technology, do research and perhaps contribute little things to the body of knowledge. Not a bias decision, as I wanted to get “in rhythm of […]

I remembered my first interview to apply web developer job back in 2000 during Indonesia first Web bubble. I didn’t know about SQL Database and HTML, even had never heard about IDE to write code before. As theoretical physic graduate, I knew Matlab, Fortran and C compilers, but never in touch with latest trend. I […]

Usually it takes sometime for me to answer such question or I just give my best two cents smile because the context is not well defined. We hear a lot of myth of being good software engineers and mostly more familiar with the other side of the equation – the bad habits of software engineers, […]