Loading...

09 Jul 2026 19:38

Editor's Pick Media-Avataar Insights Recommended for You Tech & Start Up

Building for our AI future

Building for our AI future

Ed note: Today, Google and Alphabet CEO Sundar Pichai shared a number of structural changes to improve velocity and execution across the company. His note to employees is below.

Hi Googlers,

We’re coming off an amazing Cloud Next — congrats again to all involved. It was nice to see the recognition of our leading AI tools and infrastructure, and all the ways our customers are using them. Excited to show more progress during our earnings call next Thursday. Today, I want to share some changes we’re making across the company to simplify decisions and help us work better and faster.

There’s context below for the changes in 4 parts: 1. Models and Research; 2. Responsible AI; 3. Platforms and Devices; and 4. Mission First. It’s a long note, but I want you to see the full rationale.

These changes continue the work we’ve done over the past year to simplify our structure and improve velocity and execution — such as bringing together the Brain team in Google Research with teams in DeepMind, which helped accelerate our Gemini models; unifying our ML infrastructure and ML developer teams to enable faster decisions, smarter compute allocation, and a better customer experience; and bringing our Search teams under one leader.

– Sundar

State-of-the-art foundation models and research

Last year we created Google DeepMind, bringing together the Google Brain team, DeepMind, and other researchers specifically focused on creating increasingly capable and general AI systems.

The progress in just one year has been incredible: Gemini models are seen as leaders and keep getting better. And our successive breakthroughs have put us on a path to deliver the world’s most advanced, safe, and responsible AI.

Now, to accelerate this progress, we’re going to consolidate the teams that focus on building models across Research and Google DeepMind. All of this work will now sit in Google DeepMind and scale our capacity to deliver capable AI for our users, partners and customers. This will simplify development by concentrating compute-intensive model building in one place and establishing single access points for PAs looking to take these models and build generative AI applications.

This change also gives Google Research a clear and distinct mandate to continue investing in foundational and applied computer science research in three key areas that tie directly to Google’s mission: computing systems (including quantum), foundational ML and algorithms, and applied science and society. Fundamental computer science research is in our DNA and we have some of the world’s best computer scientists. We simply would not be the company we are today without the researchers who developed the foundations on which all Google’s products are built and are now inventing the foundations for our future.

Excited to see what these teams accomplish in their new formation. James in his role across Research and Tech & Society and Labs will continue to oversee Google Research with Yossi as the dedicated leader reporting to him. James and Demis will keep working as closely as they always have, and Google DeepMind and Google Research will continue their collaborations.

Responsibility and safety

We are a longstanding leader in building and deploying responsible AI. Last year, along with other companies, we committed to a set of measures to develop AI safely and responsibly.

We need to be the best in class at deploying accurate, trustworthy, and transparent AI products for users and customers. To help do this, we’re making changes to the way our Responsible AI teams work at crucial points in the development cycle.

We’re moving Responsible AI teams in Research to Google DeepMind, to be closer to where the models are built and scaled.

We’ve recently moved other responsibility teams into our central Trust and Safety team, where we are investing more in AI testing and evals.
These shifts create clearer responsibility and accountability at every level as we build and deploy, and strengthen the feedback loop between models, products, and users.
Beyond these changes, our teams have also been working hard to improve our processes and are making good progress: We’re standardizing launch requirements for AI-powered features and increasing investments in “red team” testing for vulnerabilities and broader evaluations to help ensure responses are accurate and responsive to our users’ prompts. This is vital, ongoing work.

Computing platforms and devices

AI gives us an incredible opportunity to reimagine computing platforms for the next decade — transforming Android, Chrome, Search, Photos and so many other products to be more helpful for people everywhere.

To truly drive computing forward, we need to do it at the intersection of hardware, software and AI. So we are formalizing the collaboration between DSPA and P&E and bringing the teams together in a new PA called Platforms & Devices. And the Google Research teams focused on computational photography and on-device intelligence will also be moving over to join the new org to bring deep AI expertise across platforms and devices.

Having a unified team across Platforms & Devices will help us deliver higher quality products and experiences for our users and partners. It will help us turbocharge the Android and Chrome ecosystems, and bring the best innovations to partners faster — as we did with Circle to Search with Samsung. And internally, it will also speed up decision-making.

Rick will oversee the entire PA and Sameer will step up to lead across our Android ecosystem. Hiroshi, who has done so much to grow Android, Chrome, ChromeOS, G1 and Photos, will advise on the transition even as he starts work on some new projects across Alphabet. This includes piloting a new role as executive sponsor of Japan. Hiroshi and I have been discussing these changes for many months, and I’m excited to see him lead across a new set of challenges.

Our P&E and DSPA teams have made such great progress in recent years: Google One just passed 100M subscribers, Chrome is used by billions of people, and Android — now at 3 billion active devices and counting — is only getting stronger. It enables a vibrant ecosystem of manufacturers, carriers, silicon makers like Qualcomm, and hundreds of thousands of developers who use the platform to compete in the global market. On top of that, our Pixel family of devices has been growing well, and helps to spur innovation — and accelerate the adoption of the latest Android and AI features — across the ecosystem. It’s exciting to see these teams joining forces and strengthening their collaboration to benefit users and partners.

Mission first

One final note: All of the changes referenced above will help us work with greater focus and clarity towards our mission. However, we also need to be more focused in how we work, collaborate, discuss and even disagree. We have a culture of vibrant, open discussion that enables us to create amazing products and turn great ideas into action. That’s important to preserve. But ultimately we are a workplace and our policies and expectations are clear: this is a business, and not a place to act in a way that disrupts coworkers or makes them feel unsafe, to attempt to use the company as a personal platform, or to fight over disruptive issues or debate politics. This is too important a moment as a company for us to be distracted.

We have a duty to be an objective and trusted provider of information that serves all of our users globally. When we come to work, our goal is to organize the world’s information and make it universally accessible and useful. That supersedes everything else and I expect us to act with a focus that reflects that.

(Visited 53 times, 1 visits today)
peri hokiperihokiduta 76AWSBEThttps://sintnicolaasschool.com/https://abc1131aa.com/kincir88cakar76Slot mahjonghttps://www.abc1131.it.com/Gerakan99Era77stc76duta76duta76 loveduta76 careduta76bduta76 sejiwaduta76 lokasiterdekatduta76 africafuelduta76 oscarmykeduta76 naptimepkduta76 daikinduta76 raes-munichduta76 destyduta76 bio-linkduta76 lynkduta76 heylinkduta76 bioduta76 radarkeduWar138navigasi rtp live eksploitasi peluang taktik mahjong wild deluxe analisa dadu sicbo strategi gates of olympusanalisa komprehensif rtp live pola algoritma strategi mahjong ways 2 pgsoft taktik baccarat teknik starlight princessoptimasi presisi analisa strategi blackjack teknik membaca pola mahjong wins 3 taktik peluang rtp live sweet bonanza pragmaticdekonstruksi peluang taktis strategi analisa roulette pemetaan pola mahjong ways 2 pgsoft teknik membaca rtp live wild west goldeksekusi taktis analisa probabilitas strategi komprehensif sv388 teknik membaca peluang blackjack pola mahjong wins 3 pemetaan rtp live sugar rushstrategi rasional baca rtp live analisa pola gates of olympus taktik sicbo teknik mahjong wild deluxe jitutaktik eksekusi presisi sinkronisasi analisa rtp live pola mahjong ways 2 pgsoft teknik baccarat kuantitatif peluang starlight princesseksploitasi algoritma analisa strategi taktis menaklukkan blackjack pemetaan pola mahjong wins 3 teknik rtp live sweet bonanza pragmaticmetodologi optimasi peluang analisa teknik roulette klasik taktik pola mahjong ways 2 pgsoft strategi rtp live wild west goldanalisa matriks peluang sinkronisasi teknik blackjack taktik sv388 strategi pola rtp live mahjong wins 3 sugar rush pragmatichttps://www.thewayofthespirit.com/contact/kalkulasi taktik cerdas strategi peluang sicbo teknik pola mahjong wild deluxe analisa rtp live gates of olympusdekonstruksi varians strategi pola mahjong ways 2 pgsoft analisa peluang baccarat taktik teknik rtp live starlight princesseksekusi silang taktik teknik strategi blackjack analisa pola mahjong wins 3 pragmatic peluang rtp live sweet bonanzaformulasi taktik peluang roulette analisa pola mahjong ways 2 pgsoft teknik jitu strategi rtp live wild bounty hunternavigasi probabilitas analisa pola mahjong wins 3 pragmatic taktik peluang blackjack strategi sv388 teknik rtp live sugar rushalgoritma menang taktik mahjong wild deluxe peluang sicbo analisa pola gates of olympusanalisa rtp live peluang teknik mahjong ways 2 pgsoft baccarat starlight princessbedah peluang rtp live teknik transisi blackjack sweet bonanza mahjong wins 3 pragmaticeksekusi taktis data peluang roulette teknik wild bounty hunter rtp live mahjong ways 2 pgsoftdekonstruksi multi disiplin strategi blackjack peluang sv388 teknik sugar rush pola mahjong wins 3formasi visual ritme distribusi komputasional grafikketeraturan distribusi simbol visual adaptif statistikstrategi adaptif perilaku statistik probabilitas dinamikastruktur grid simbol korelasi matematis observasivariabel berlapis ritme distribusi probabilitas observasionaldinamika visual distribusi statistik kuantitatif modernevolusi konfigurasi simbol pemodelan distribusi kuantitatifkonfigurasi pergeseran elemen keseimbangan analitik pengamatankorelasi berlapis tempo evaluasi grafik dinamikamekanik distribusi variabel kalkulasi probabilitas strukturjembatan01jembatan02jembatan03jembatan04jembatan05jembatan06jembatan07jembatan08jembatan09jembatan10jembatan11jembatan12jembatan13jembatan14jembatan15jembatan16jembatan17jembatan18jembatan19jembatan20jembatan21jembatan22jembatan23jembatan24jembatan25jembatan26jembatan27jembatan28jembatan29jembatan30gerbang1gerbang2gerbang3gerbang4gerbang5gerbang6gerbang7gerbang8gerbang9gerbang10cara amati pola wild mahjongmahjong ways 2 analisis polamanajemen ekspektasi mahjong wins 3membaca scatter merah mahjong wayspendekatan risk reward mahjong winsstarlight princess 1000 analisis konsistensistrategi data mahjong ways 2tutorial distribusi wild bandito polatutorial multiplier mahjong wins 3tutorial risiko mahjong ways volatilitasadaptasi algoritma strategi peluang sicbo teknik analisa pola mahjong wild deluxe taktik rtp live gates of olympussinergi kemenangan teknik analisa peluang baccarat strategi pola taktik rtp live starlight princess mahjong ways 2 pgsoftkalibrasi risiko taktik analisa peluang blackjack strategi teknik pola rtp live pragmatic sweet bonanza mahjong wins 3teori permainan terapan sinergi taktik peluang roulette analisa teknik pola strategi rtp live mahjong ways 2 wild bounty hunterekonomi perilaku pragmatic sinkronisasi taktik analisa peluang blackjack sv388 teknik strategi pola rtp live mahjong wins 3 sugar rushanalisa meta taktik silang mahjong sicbo wild deluxe teknik strategi pola peluang rtp live gates of olympusmanajemen volatilitas analisa peluang baccarat teknik pola mahjong ways 2 pgsoft taktik strategi rtp live starlight princessmatriks peluang strategi pragmatic pola mahjong wins 3 sweet bonanza analisa teknik taktik blackjack rtp livemekanika statistik peluang arsitektur strategi taktik roulette teknik analisa pola rtp live pgsoft mahjong ways 2 wild bounty huterarsitektur strategi makro analisa teknik peluang blackjack sv388 taktik pola rtp live pragmatic sugar rush mahjong wins 3metodologi elite taktik peluang sicbo analisa pola mahjong wild deluxe strategi teknik rtp live gates olympusekstraksi algoritma teknik baccarat taktik pola pgsoft peluang strategi rtp live mahjong ways 2 starlight princessintegrasi sistem analisa teknik peluang blackjack taktik pola strategi rtp live pragmatic sweet bonanza mahjong wins 3audit forensik algoritma pgsoft strategi teknik analisa pola mahjong ways 2 wild bounty hunter taktik peluang roulette rtp livemanuver taktik perang probabilitas analisa peluang sv388 teknik strategi blackjack pola rtp live mahjong wins 3 sugar rush pragmaticaa integrasi sistem kecerdasan buatan ai mahjongaa kalkulasi interval putaran manual rtp multigameaa model arsitektur keuangan virtual rtp fortune tigeraa implikasi teknologi generative ai model putaranaa rekayasa algoritma dinamis platform mobilenl fitur terbaru mahjong waysnl gelombang antusiasme baru hadirnl inovasi pgsoft berbasis bignl inovasi sistem mahjong waysnl jarang disadari pemain scatternl kajian susunan awal yangnl kombinasi analisis dan strateginl kombinasi data dan algoritmanl komunitas mahjong scatter hitamnl komunitas mahjong scatter hitam​nl komunitas penggemar mahjong scatternl mahjong online hadir dengannl mahjong online semakin diminatinl mahjong online semakin populernl mahjong scatter hitam mendorongteori permainan kuantitatif analisa peluang dadu sicbo taktik teknik pola mahjong wild deluxe strategi rtp live gates of olympuskalkulus probabilitas terapan taktik optimalisasi peluang baccarat strategi analisa pola mahjong ways 2 pgsoft teknik navigasi starlight princessintelijen ekonometrika dinamis analisa taktik pola mahjong wins 3 pragmatic teknik rasionalisasi peluang blackjack strategi utilitas sweet bonanzakriptografi rng terapan analisa strategi pola mahjong ways 2 pgsoft taktik presisi peluang roulette teknik dekripsi rtp live wild banditovektor probabilitas dinamis analisa strategi pola mahjong wins 3 pragmatic taktik peluang blackjack teknik sv388 optimalisasi sugar rushaudit forensik algoritma strategi teknik pola mahjong wild deluxe analisa peluang dadu sicbo taktik sinkronisasi rtp live gates of olympusmanajemen ekuitas dinamis strategi evaluasi rtp live starlight princess teknik analisa peluang baccarat taktik membaca pola mahjong ways 2 pgsoftarsitektur probabilitas lanjutan strategi eksploitasi peluang blackjack teknik analisa pola mahjong wins 3 pragmatic taktik penguatan sweet bonanzavaluasi aset kuantitatif kasino strategi eksploitasi rtp live wild bandito taktik analisa pola mahjong ways 2 pgsoft teknik mantap rouletteteori ekuilibrium multi faktor teknik sinkronisasi taktik sv388 analisa peluang blackjack strategi pola mahjong wins 3 pragmatic sugar rushtaktik asimetris multi dimensi strategi eksploitasi peluang dadu sicbo teknik analisa pola mahjong wild deluxe rtp live gates of olympussinergi taktikal lintas platform analisa strategi peluang baccarat teknik ekstraksi pola mahjong ways 2 pgsoft taktik pemanfaatan starlight princessgeometri algoritmik kasino taktik sinkronisasi pola mahjong wins 3 pragmatic strategi analisa peluang blackjack teknik rtp live sweet bonanzakinematika rotasi algoritma teknik membedah peluang roulette strategi analisa pola mahjong ways 2 pgsoft taktik optimalisasi rtp live wild banditokomando taktis lintas server strategi eksploitasi peluang blackjack teknik analisa sv388 taktik pola mahjong wins 3 pragmatic sugar rushinterval tempo distribusi kuantitatif observasi terkinikomparatif ritme probabilitas distribusi observasi evaluasikonfigurasi lambang distribusi matematis komputasional berkelanjutanpelajari urutan lambang scatter hitam mahjongtransformasi struktur adaptif kuantitatif mekanik terbarukajian teori probabilitas praktis karakter pg softstarlight princess mahjong ways 2 tinjauan rtp livetransformasi sistem interaktif modern mahjong wildsmahjong gates of olympus penyelidikan mekanisme algoritmaformulasi akurat taktik integrasi mahjong ways pgsoftnl mahjong scatter hitam menyatukannl mahjong ways hadir dengannl mahjong ways resmi merilisnl memahami karakteristik susunan awalnl memahami pergerakan algoritma untuknl memanfaatkan pola algoritma untuknl menelusuri pola algoritma deminl mengapa susunan awal menjadinl mengenal pola susunan awalnl mengkaji pergerakan algoritma sebagainl mengoptimalkan timing analisis melaluinl mengulas susunan awal yangnl momentum permainan berubah berkatnl optimalisasi terbaru mahjong waysnl pembaruan mahjong ways fokuscara memahami rtp live gateseksplorasi data sesi mahjong wayspemetaan scatter emas mahjong wayspenelusuran pola scatter mahjong winspola scatter hitam mahjong winssmash1smash2smash3smash4smash5smash6smash7smash8smash9smash10smash11smash12smash13smash14smash15smosh1smosh2smosh3smosh4smosh5smosh6smosh7smosh8 Top