About Us & Our Offer

About Bedugul Coffee

Tastes somewhere between heaven and earth. Pure Bali Robusta Coffee. Probably the best robusta coffee in the world. Perhaps it is not widely known, but some coffee are blended. Not just arabica with robusta (which is very common), but sometimes a coffee is blended with corn or rice.

What we have is pure robusta coffee from Bali. Hand picked, hand sorted, traditionally roasted and ground by the natives of Bali.

While many people prefer arabica, and many insist that arabica is more superior to robusta, we dare to say that our Bedugul Robusta is not just another robusta, but special robusta with a mild and soft taste, yet bitter, and simply different from any other coffee in the world.

If there is a phrase "don't die before you see Bali", we have a phrase for our coffee, "once you taste it, you'll live forever".

Nevertheless we also supply high grade and best quality arabica from Sumatra (Siborong borong), Aceh (Berg en Dal variety), and Toraja (Sulawesi).

Our brand name is Bedugul Coffee, a beautiful highland in the northern part of Bali, Indonesia.

Fact: the name Bedugul is not as famous as Kintamani for coffee products ... so ... we just (made it up) picked up the name, because we love the place, famous for its iconic temple by the lake Bratan, the Pura Ulun Danu. About our Bali Robusta Coffee ? We didn't made it up, it is truly MADE IN BALI.

If you want to know more about Bedugul, the town, read here.

Contact
Name: Putranto S. a.k.a. Raja Kelana
E-mail: putrantos@gmail.com
Facebook Cause : Bedugul Coffee
Whatsapp: +62 838 7437 3403

Photo Gallery of our coffee plantation in Bali

Perkebunan Kopi

Dengan Hormat,

Yang terhormat Bapak/Ibu/Saudara pengusaha kopi di Indonesia. Kami sedang mengumpulkan informasi / data tentang lokasi-lokasi perkebunan kopi di seluruh Indonesia.

MAKSUD & TUJUAN

1. Tujuan dari angket ini semata-mata untuk membangun suatu database yang nantinya kami harapkan akan sangat bermanfaat dan dibutuhkan oleh para buyers kopi, dari dalam maupun luar negeri. Sehingga mereka tidak perlu mencari informasi tentang kopi ke banyak sumber di internet.

2. Kami ingin mengajak para wisatawan / penggemar kopi berkunjung ke kebun Anda. Untuk itu kami butuh informasi tentang lokasi, contact person, dll.

Informasi tentang kopi disini kami anggap tidak bersifat rahasia, namun demikian kami menjaga privasi Anda, dan tidak akan menyalahgunakan data / informasi pribadi (seperti email pribadi) yang sudah Anda masukkan melalui form ini.

Sebelumnya, kami sampaikan terimakasih sebesar-besarnya atas partisipasi dan kesediaan Anda untuk mengisi formulir dibawah ini.

Salam Sejahtera Selalu !

Hormat Kami,

Admin Preanger Koffie

Apabila ragu atau ada yang ingin ditanyakan, silahkan hubungi kami di +62 838 7437 3403 atau email bedugulcoffee@gmail.com.

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Iran 'close' to choosing new leader

Plus, a submarine attack on an Iranian ship off Sri Lanka.

Get full access to Reuters.com for just $1/week. Subscribe now. Daily Briefing Daily Briefing By Kate Turton Hello. In Iran, Khamenei's son Mojtaba is alive and favored to succeed him and a submarine attack on Iranian ship off Sri Lanka leaves at least 101 people missing. Meanwhile, the US turns up heat on Venezuela, and our takeaways from the first primaries of 2026 US midterm elections. Today's Top News   A child stands next to an Iranian missile after it fell near Qamishli International Airport, Qamishli, Syria, March 4, 2026. REUTERS/Orhan Qereman War in the Middle East Mojtaba Khamenei, the powerful son of Iran's slain Supreme Leader Ali Khamenei, is alive and favored to emerge as his father's successor, two Iranian sources told Reuters. Follow live. Lebanon was pulled deeper into the war as the Iran-backed Lebanese group Hezbollah launched missiles at Israel. Lebanon, Syria and Jordan Bureau Chief Maya Gebeily tells the Reuters World News podcast the Iran-backed group's move has sown division and chaos among its Shi'ite support base. President Donald Trump said he ordered US forces to join Israel's attack on Iran because he believed Iran was about to strike first, contradicting the rationale offered a day earlier by his secretary of state for how the ‌war began. A submarine attack on an Iranian ship off the coast of Sri Lanka has left at least 101 people missing, one dead and 78 injured, sources ‌in Sri Lanka's navy and defense ministry told Reuters. It was unclear who attacked the ship, which the sources said has now sunk. In other news The Trump administration is quietly building a legal case against Venezuelan interim president Delcy Rodriguez including readying a draft criminal indictment, one of several tools it is using to strengthen its leverage with Caracas, according to four people familiar with the matter. US Senator John Cornyn and Texas Attorney General Ken Paxton will square off in a high-stakes runoff for the state's Republican nomination for Senate, pitting a longtime member of the party's establishment against an insurgent hardliner as the midterm elections kicked off. Here are our key takeaways from Tuesday's primaries. Lawmakers in the US Senate are set to begin voting on a bipartisan war powers resolution aiming to stop the military campaign against Iran and require that any hostilities against it be authorized by Congress. Germany's intelligence service accused Moscow of hiding the true cost of the war in Ukraine, saying Russia's budget deficit in 2025 was more than $30.45 billion higher than officially stated. Business & Markets   Numerous small company owners are coming to the conclusion that, while the US Supreme Court's ruling striking down Trump's tariffs is a win on paper, recouping tariff expenses won't be easy - if it happens at all. The US dollar's bounceback since the start of the US-Israel war with Iran may be short-lived due to lingering doubts about the safe-haven appeal of US assets, according to FX strategists polled by Reuters who broadly still expect two Federal Reserve rate cuts later this year. The Trump administration plans to meet with executives from the biggest US defense contractors at the White House on Friday to discuss ‌accelerating weapons production, as the Pentagon works to replenish supplies after strikes on Iran and several other recent military efforts, five people familiar with the plan told Reuters. Dozens of repatriation flights were due to take off from the Middle East as governments try to ‌bring tens of thousands of stranded citizens home, while the selloff in global airline shares eased even as the US and Israeli air war against Iran escalated. Trump is set to meet with leaders of major technology ‌companies, including Google, Meta and OpenAI, to formalize a pledge aimed at protecting consumers from rising electricity costs tied to the rapid expansion of energy‑intensive data centers. Markets are reacting in unexpected ways as the Middle East conflict. Find out how on today's Morning Bid podcast. Netanyahu's war alliance with Trump faces test as Iran crisis widens   Trump and Netanyahu during a press conference after meeting at Trump's Mar-a-Lago club in Palm Beach, Florida, US, December 29, 2025. REUTERS/Jonathan Ernst Israeli Prime Minister Benjamin Netanyahu delivered on a career-long ambition to topple Iran's leadership, but his lockstep alignment with Trump faces a test as their joint military campaign threatens to drag on, with its goals potentially shifting in the coming weeks. At the outset of the bombing campaign, both Trump and Netanyahu said regime change was the goal. But in remarks at the White House on Monday, two days after Israeli air strikes killed Iran's Supreme Leader Ayatollah Ali Khamenei and much of his leadership, Trump did not mention overthrowing Iran's government as his top priority. Read more And Finally... A 20th century map depicting a mining operation mission in the Democratic Republic of the Congo is displayed at the Africa Museum in Tervuren, Belgium. REUTERS/Anna Lennon  A US mining company backed by billionaires Jeff Bezos and Bill Gates is in a tangle with Belgium's AfricaMuseum over who should digitize antique maps of what is now ‌the Democratic Republic of Congo in the museum's archive. Belgium's King Leopold II seized Congo in 1885 for his personal enrichment - the territory was plundered and the ⁠population subjected to extreme brutality.  Several US companies are expanding in Congo as Washington deepens a strategic partnership with Kinshasa to secure supplies and reduce reliance on China for materials needed for batteries, electronics and defence. Read more   Sponsors are not involved in the creation of newsletters or other Reuters news content. Advertise in this newsletter or on Reuters' website   Reuters Daily Briefing is sent 5 days a week. Think your friend or colleague should know about us? Forward this newsletter to them. They can also sign up here. Want to stop receiving this email? Unsubscribe here. To manage which newsletters you're signed up for, click here. This email includes limited tracking for Reuters to understand whether you’ve engaged with its contents. For more information on how we process your personal information and your rights, please see our Privacy Statement. Terms & Conditions   © 2026 Thomson Reuters. All rights reserved. 3 Times Square, New York, NY 10036

Decoding Google MUM: The T5 Architecture and Multimodal Vector Logic

Google MUM (Multitask Unified Model) fundamentally processes complex queries by abandoning traditional keyword proximity in favor of a Sequence-to-Sequence (Seq2Seq) prediction model. The system operates on the T5 (Text-to-Text Transfer Transformer) architecture, which treats every retrieval task—whether translation, classification, or entity extraction—as a text generation problem. This architectural shift allows Google to solve the "8-query problem" by maintaining state across orthogonal query aspects like visual diagnosis and linguistic context.

T5 Architecture and Sentinel Tokens

The engineering core of MUM differs from previous models like BERT because it utilizes an Encoder-Decoder framework rather than an Encoder-only stack. MUM learns through Span Corruption, a training method where the model masks random sequences of text with Sentinel Tokens and forces the system to generate the missing variables. MUM infers the relationship between "Ducati 916" and "suspension wobble" not by matching string frequency, but by predicting the highest probability completion in a semantic chain. This allows the model to "fill in the blanks" of a user's intent even when explicit keywords are missing from the query string.

Multimodal Vectors and Affinity Propagation

MUM projects images and text into a shared multimodal vector space. The system divides visual inputs into patches using Vision Transformers and maps them to the same high-dimensional coordinates as textual tokens. Affinity Propagation clusters these vectors based on semantic meaning rather than visual similarity. A photo of a broken gear selector resides in the same vector cluster as the technical service manual text describing "shift linkage adjustment." Cross-Modal Retrieval occurs when the system identifies that the visual vector of the user's image overlaps with the textual solution vector in the index.

Zero-Shot Transfer and The Future

Zero-shot transfer enables MUM to answer queries in languages where it received no specific training. The model creates a Cross-Lingual Knowledge Mesh where concepts share vector space regardless of the source language. MUM retrieves answers from Japanese hiking guides to answer English queries about Mt. Fuji because the semantic concept of "permit application" remains constant across linguistic barriers. This mechanism transforms Google from a library index into a computational knowledge engine capable of synthesizing answers from global data.

Read more about Google MUM - https://www.linkedin.com/pulse/how-google-mum-processes-complex-queries-t5-multimodal-leandro-nicor-gqhuc/

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Drones hit US embassy in Riyadh

Plus, stranded travelers wait out travel chaos.

Get full access to Reuters.com for just $1/week. Subscribe now. Daily Briefing Daily Briefing By Kate Turton Hello. The Iran war enters a fourth day in 'smoke and blood', global oil and gas shipping costs surge as Iran vows to close the Strait of Hormuz, and stranded travelers wait out travel chaos. Plus, here's how Dubai's safe-haven status is being put to the test. Today's Top News   Birds fly as smoke rises following an explosion, after Israel and the U.S. launched strikes on Iran. Tehran. Majid Asgaripour/WANA via REUTERS War in Iran Explosions tore through Tehran and Beirut and financial markets around the world slid at the prospect of a prolonged disruption to global energy supplies from the US-Israeli air war against Iran. Follow our live updates. In the lobby of a tired hotel near Doha airport, stranded travelers wear identical fake Adidas T-shirts bought from a nearby store and swap tips on where to buy underwear. Tens of thousands of travelers across the Middle East are in limbo after escalating conflict between the US, Israel and Iran disrupted flights worldwide. It's a tricky time for America's traditional European allies. Rachel Armstrong tells the Reuters World News podcast that British Prime Minister Keir Starmer is walking a tightrope after the UK initially held off on giving military support for initial attacks on Iran before then allowing use of its bases for defensive strikes. In other news US Department of Homeland Security Secretary Kristi Noem is expected to face tough questions over Trump's immigration crackdown during a Senate hearing, with funding for her department still stalled ‌due to Democratic objections to its aggressive tactics. A hotly contested US Senate race in Texas headlines the official start of the midterm elections, when voters in Texas, North Carolina and Arkansas cast the first ballots of the campaign to decide which party controls the US Congress. The US imposed sanctions ‌on the Rwanda Defence Force and top military officials over their role in ongoing fighting in eastern Democratic Republic of Congo and called for their immediate withdrawal from the mineral-rich region. This as the US struggles to de-risk Congo's 'war zone minerals'. Pakistani and Afghan troops clashed at multiple points along their expansive border as the United Nations ‌mission for Afghanistan warned that 42 civilians in the country had been killed so far in the six-day conflict. The killing of a young activist in France - cast by some as the country's "Charlie Kirk moment" - has galvanized Europe's far right, sparking coordinated rallies across the continent that highlight how local groups are building cross-border networks. Ukraine's push for a fast track into the European Union as part of any peace deal has hit stiff resistance from EU governments, who do not want to open the Pandora's box of problems that they fear a quick accession would ‌unleash. Business & Markets   Global oil and gas shipping rates soared, with supertanker costs in the Middle East hitting all-time highs, as the US - Iran conflict intensified after Tehran targeted ships passing through ‌the Strait of Hormuz, according to shipping data and industry sources. Amazon said some of its data centers in the United Arab Emirates and Bahrain were damaged by drone strikes in the Middle East ‌conflict, disrupting cloud services and making a recovery "prolonged". Toyota's decision to further sweeten its bid for group company Toyota Industries marks a win for activist fund Elliott Investment Management, which had pushed the automaker for months for a heftier bump up in price. US software companies have stepped up their stock buyback plans during a months-long rout. Investors and strategists are skeptical that it will stem the selling. Investors have been dumping software stocks since the fall on worries that developments in AI will disrupt the competitive landscape for the richly valued sector. It's easy to be glum about a continent grappling with US tariffs, cuts to aid, and climate change. Yet Joe Studwell, author of 'How Africa Works', says the conditions for development are in place. In this episode of The Big View podcast, he tells Peter Thal Larsen why he's optimistic. How Dubai's safe-haven status is being put to the test   A street with Burj Khalifa in the background, Dubai, United Arab Emirates, March 1, 2026. REUTERS/Amr Alfiky For decades, Dubai's sales pitch featured gleaming skylines, tax-free salaries, ease of doing business and something far more intangible: the unspoken promise that whatever was happening elsewhere in the Middle East, this city was different. The conflicts that destabilized the region would somehow stop at Dubai's borders. On Saturday, that all changed. Iran's retaliatory strikes across the Gulf hit across Dubai's key sectors, landing on airports, hotels and ports. They also hit the psychological foundations of a city that had spent four decades constructing that identity ‌as one of the world's most reliable places to do business in an unreliable neighborhood. Read more And Finally... The painting "Vision of Zacharias in the Temple", identified by researchers in Amsterdam as an original work by Rembrandt. Amsterdam. REUTERS/Charlotte van Campenhout Researchers at the Netherlands' Rijksmuseum have authenticated as genuine a Rembrandt painting that will be on public display for the first time in decades. Over a two‑year investigation, the researchers compared the "Vision of Zacharias in the Temple" with other Rembrandt works from the same period. It is on a long-term loan to the museum from an anonymous private collector. Read more   Sponsors are not involved in the creation of newsletters or other Reuters news content. Advertise in this newsletter or on Reuters' website   Reuters Daily Briefing is sent 5 days a week. Think your friend or colleague should know about us? Forward this newsletter to them. They can also sign up here. Want to stop receiving this email? Unsubscribe here. To manage which newsletters you're signed up for, click here. This email includes limited tracking for Reuters to understand whether you’ve engaged with its contents. For more information on how we process your personal information and your rights, please see our Privacy Statement. Terms & Conditions   © 2026 Thomson Reuters. All rights reserved. 3 Times Square, New York, NY 10036