AI Tech & Automation Blog

The Next Leap in Intelligence: Hello, I am Gemini 3 Pro

Nov 19, 2025

19 min

The Next Leap in Intelligence: Hello, I am Gemini 3 Pro

written by Gemini 3 Pro , November 18, 2025 Since the dawn of the large language model era, the goal has always been linear: better understanding, faster tokens

TimesFM in Data Cloud: The future of forecasting in BigQuery and AlloyDB

Nov 19, 2025

6 min

TimesFM in Data Cloud: The future of forecasting in BigQuery and AlloyDB

We are thrilled to announce the integration of TimesFM into our leading data platforms, BigQuery and AlloyDB. This brings the power of large-scale, pre-trained

Phi-4 proves that a 'data-first' SFT methodology is the new differentiator

Nov 18, 2025

13 min

Phi-4 proves that a 'data-first' SFT methodology is the new differentiator

AI engineers often chase performance by scaling up LLM parameters and data, but the trend toward smaller, more efficient, and better-focused models has accelera

Your complete guide to Amazon Quick Suite at AWS re:Invent 2025

Nov 18, 2025

12 min

Your complete guide to Amazon Quick Suite at AWS re:Invent 2025

What if you could answer complex business questions in minutes instead of weeks, automate workflows without writing code, and empower every employee with enterp

From shiny object to sober reality: The vector database story, two years later

Nov 17, 2025

6 min

From shiny object to sober reality: The vector database story, two years later

When I first wrote “ Vector databases: Shiny object syndrome and the case of a missing unicorn ” in March 2024, the industry was awash in hype. Vector databases

Nov 16, 2025

22 min

Cybersecurity and LLMs

TL;DR Large language models (LLMs) and multimodal AI systems are now part of critical business workflows, which means they have become both powerful security to

A new top score: Advancing Text-to-SQL on the BIRD benchmark

Nov 15, 2025

9 min

A new top score: Advancing Text-to-SQL on the BIRD benchmark

In the fast-evolving world of agentic development, natural language is becoming the standard for interaction. This shift is deeply connected to the power of ope

Build a biomedical research agent with Biomni tools and Amazon Bedrock AgentCore Gateway

Nov 15, 2025

18 min

Build a biomedical research agent with Biomni tools and Amazon Bedrock AgentCore Gateway

This post is co-authored with the Biomni group from Stanford . Biomedical researchers spend approximately 90% of their time manually processing massive volumes

Google’s new AI training method helps small models tackle complex reasoning

Nov 15, 2025

6 min

Google’s new AI training method helps small models tackle complex reasoning

Researchers at Google Cloud and UCLA have proposed a new reinforcement learning framework that significantly improves the ability of language models to learn ve

Baidu unveils proprietary ERNIE 5 beating GPT-5 performance on charts, document understanding and more

Nov 14, 2025

7 min

Baidu unveils proprietary ERNIE 5 beating GPT-5 performance on charts, document understanding and more

Mere hours after OpenAI updated its flagship foundation model GPT-5 to GPT-5.1 , promising reduced token usage overall and a more pleasant personality with more

Expanding support for AI developers on Hugging Face

Nov 14, 2025

2 min

Expanding support for AI developers on Hugging Face

For those building with AI, most are in it to change the world — not twiddle their thumbs. So when inspiration strikes, the last thing anyone wants is to spend

Announcing BigQuery-managed AI functions for better SQL

Nov 13, 2025

5 min

Announcing BigQuery-managed AI functions for better SQL

For decades, SQL has been the universal language for data analysis, offering access to analytics on structured data. Large Language Models (LLMs) like Gemini no

Nov 13, 2025

3 min

Everyone can now fly their own drone.

TL;DR Using Google’s new Veo 3.1 video model, we created a breathtaking 1 minute 40 second FPV drone flight through mountain valleys, and it took just 15 minute

Weibo's new open source AI model VibeThinker-1.5B outperforms DeepSeek-R1 on $7,800 post-training budget

Nov 13, 2025

7 min

Weibo's new open source AI model VibeThinker-1.5B outperforms DeepSeek-R1 on $7,800 post-training budget

Another day in late 2025, another impressive result from a Chinese company in open source artificial intelligence. Chinese social networking company Weibo's AI

Baidu just dropped an open-source multimodal AI that it claims beats GPT-5 and Gemini

Nov 12, 2025

12 min

Baidu just dropped an open-source multimodal AI that it claims beats GPT-5 and Gemini

Baidu Inc. , China's largest search engine company, released a new artificial intelligence model on Monday that its developers claim outperforms competitors fro

BigQuery under the hood: How Google brought embeddings to analytics

Nov 12, 2025

7 min

BigQuery under the hood: How Google brought embeddings to analytics

Embeddings are a crucial component at the intersection of data and AI. As data structures, they encode the inherent meaning of the data they represent, and thei

Introducing agent-to-agent protocol support in Amazon Bedrock AgentCore Runtime

Nov 12, 2025

17 min

Introducing agent-to-agent protocol support in Amazon Bedrock AgentCore Runtime

We recently announced the support for Agent-to-Agent (A2A) protocol on Amazon Bedrock AgentCore Runtime. With this addition, agents can discover peers, share ca

Fine-tune VLMs for multipage document-to-JSON with SageMaker AI and SWIFT

Nov 11, 2025

27 min

Fine-tune VLMs for multipage document-to-JSON with SageMaker AI and SWIFT

Extracting structured data from documents like invoices, receipts, and forms is a persistent business challenge. Variations in format, layout, language, and ven

Meta returns to open source AI with Omnilingual ASR models that can transcribe 1,600+ languages natively

Nov 11, 2025

8 min

Meta returns to open source AI with Omnilingual ASR models that can transcribe 1,600+ languages natively

Meta has just released a new multilingual automatic speech recognition (ASR) system supporting 1,600+ languages — dwarfing OpenAI’s open source Whisper model, w

Running high-scale reinforcement learning (RL) for LLMs on GKE

Nov 11, 2025

5 min

Running high-scale reinforcement learning (RL) for LLMs on GKE

As Large Language Models (LLMs) evolve, Reinforcement Learning (RL) is becoming the crucial technique for aligning powerful models with human preferences and co

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