Read more of this story at Slashdot.
Read more of this story at Slashdot.
The Gemini API now supports increased inline file size limit of 100MB and new file inputs from GCS buckets and any HTTP/Signed URL.
Project Pathfinder accelerates sovereign cloud deployments, cutting onboarding time by 85% while ensuring compliance and security. A true example of moving beyond automation to AI-first workflows that scale. According to Microsoft EVP and COO Carolina Dybeck Happe, “This project was singled out for two things that should be priorities for any AI implementation: first, it was rooted in an actual....
The post Project Pathfinder exemplifies AI in Action appeared first on Microsoft Garage.
Use the estimator to forecast your agent’s Copilot credit volume. Select from licensing options, agent types, and the features your agent leverages to respond to your end users. See the Copilot credit consumption impact based on these selections.
This estimator provides a monthly Copilot credit informational estimate for a single agent and makes no guarantees of final costs. While message rates and currency converter links are provided here for your convenience, this tool should not be used as a pricing calculator or a way to create definite forecasts around your monthly expenses.
(The Copilot Studio estimator is not a binding offer nor a guarantee of the final cost or availability of the product. This estimate should be regarded only as guidance and not incorporated into a contractual agreement. The actual amount of message consumption and associated cost may vary depending on the region, availability, workload usage, number of users, and other factors. You may contact your Microsoft representative before making any customer recommendations or purchase decisions. Microsoft reserves the right to modify or discontinue the Copilot Studio estimator at any time without notice.)
Today's episode covers the new December update for Visual Studio Code, updates to the resume from Android API in Windows and more!
00:00 Intro
00:10 Visual Studio Code
01:09 GitHub
01:29 Windows
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Links
Visual Studio Code
• December 2025 (version 1.108) - https://code.visualstudio.com/updates/v1_108?WT.mc_id=MVP_274787
GitHub
• Deprecation of user to organization account transformation - https://github.blog/changelog/2026-01-12-deprecation-of-user-to-organization-account-transformation/
Windows
• Announcing Windows 11 Insider Preview Build 26220.7535 (Dev & Beta Channels) - https://blogs.windows.com/windows-insider/2026/01/09/announcing-windows-11-insider-preview-build-26220-7535-dev-beta-channels/?WT.mc_id=MVP_274787
• Use WNS Notifications to implement Cross Device Resume (XDR) - https://learn.microsoft.com/en-us/windows/apps/develop/windows-integration/integrate-app-continuity?WT.mc_id=MVP_274787
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🐦X: https://x.com/theredcuber
🐙Github: https://github.com/noraa-junker
📃My website: https://noraajunker.ch
Welcome to episode 335 of The Cloud Pod, where the forecast is always cloudy! Welcome to the first show of 2026, and it’s a full house, too! Justin, Jonathan, Ryan, and Matt are all here to reflect on 2025, plus bring you their predictions for 2026.
Let’s get started!
01:27 RYAN’S PREDICTIONS
Prediction Status Notes Quick LLM models for individuals ACCURATE Meta-Llama-3.1-8B-Instruct, GLM-4-9B-0414, and Qwen2.5-VL-7B-Instruct—each chosen for an outstanding balance of performance and computational efficiency, making them ideal for edge AI deployment. A new AI inference application called Inferencer allows even modest Apple Mac computers to run the largest open-source LLMs. AI at the edge natively (Lambda-esque) ACCURATE Akamai launched a new Inference Cloud product for edge AI using Nvidia’s Blackwell 6000 GPUs in 17 cities. AWS IoT Greengrass with Lambda functions for edge logic. “Edge AI allows for instant decision-making where it matters most—close to the data source.” Cloud native security mesh multi-cloud UNCLEAR Service mesh technologies continue to evolve (Istio, Linkerd), but I didn’t find a breakthrough “app-to-app at the edge” security mesh product announcement in 2025. This one needs more specific evidence.Ryan Score: 2/3
02:25 MATTHEW’S PREDICTIONS
Prediction Status Notes FOCUS adopted by Snowflake or Databricks ACCURATE FOCUS version 1.2 was ratified on May 29, 2025. Three new providers announced support: Alibaba Cloud, Databricks, and Grafana. Databricks officially adopted FOCUS! AI security/ethical standard (SOC or ISO) ACCURATE ISO 42001 is the first international standard outlining requirements for AI governance. Major companies achieving certification in 2025: Automation Anywhere is among the first 100 companies worldwide to earn ISO/IEC 42001:2023 certification. Anthropic also achieved ISO 42001 certification. Amazon deprecates 5+ services (WorkMail bonus) ACCURATE (no bonus) 19 services are mothballed, four are being sunset, and one is end of its supported life. Deprecated services include CodeCommit, Cloud9, S3 Select, CloudSearch, SimpleDB, Forecast, Data Pipeline, QLDB, Snowball Edge, and more. WorkMail NOT deprecated – WorkDocs was (April 2025), but WorkMail remains active.Matthew Score: 3/3
03:22 JONATHAN’S PREDICTIONS
Prediction Status Notes Company claims AGI achieved ACCURATE Integral AI, founded by ex-Google veteran Jad Tarifi, claims to have built a world-first AGI model (December 2025). Also, Sam Altman called GPT-5 “a significant step along the path to AGI” at release. AI agents booking reservations/real-world tasks FULLY ACCURATE OpenAI’s Operator can execute tasks like filling out forms, managing online reservations, and even booking tickets to sporting events. Google AI Mode’s agentic capabilities help take the hassle out of booking restaurant reservations, event tickets, or beauty and wellness appointments. Models that can learn in real-time PARTIALLY ACCURATE Extended context windows and memory systems have improved dramatically. Claude 4 has “memory capabilities, extracting and saving key facts to maintain continuity.” However, true real-time learning/weight updates during conversations haven’t fully materialized yet.Jonathan Score: 2.5/3
05:07 JUSTIN’S PREDICTIONS
Prediction Status Notes GPT-5, Claude 4, and Gemini 3.0 FULLY ACCURATE GPT-5 (August 7, 2025), Claude 4 (May 22, 2025), Gemini 3 (November 18, 2025). All three major models have been released! Plus, we’ve already seen GPT-5.1, GPT-5.2, and Claude Opus 4.5. OpenAI is not seen as a leader ACCURATE ChatGPT’s user growth is slowing, and Google’s Gemini is gaining ground. Anthropic now holds 32% of the enterprise LLM market share by usage, with OpenAI at 25%—a sharp reversal from 50% vs. 12% in 2023. Sam Altman issued a “code red” memo following the release of Gemini 3. 10+ companies RTO 5 days after Q2 PARTIALLY ACCURATE Major announcements after Q2: Novo Nordisk, Paramount Skydance, NBCUniversal, Instagram, Starbucks, Samsung, Freddie Mac. Many 5-day mandates took effect in 2025 (Amazon, AT&T, JPMorgan, Dell), but several were announced pre-Q2. Close call.Justin Score: 2.5/3
JONATHAN’S PREDICTIONS
Prediction Status Notes Company claims AGI achieved ACCURATE Integral AI, founded by ex-Google veteran Jad Tarifi, claims to have built a world-first AGI model (December 2025). Also, Sam Altman called GPT-5 “a significant step along the path to AGI” at release. AI agents booking reservations/real-world tasks FULLY ACCURATE OpenAI’s Operator can execute tasks like filling out forms, managing online reservations, and even booking tickets to sporting events. Google AI Mode’s agentic capabilities help take the hassle out of booking restaurant reservations, event tickets, or beauty and wellness appointments. Models that can learn in real-time PARTIALLY ACCURATE Extended context windows and memory systems have improved dramatically. Claude 4 has “memory capabilities, extracting and saving key facts to maintain continuity.” However, true real-time learning/weight updates during conversations haven’t fully materialized yet.Jonathan Score: 2.5/3
FINAL STANDINGS
Host Score Grade Matthew 3/3 A+ Justin 2.5/3 A Jonathan 2.5/3 A Ryan 2/3 B+Key Takeaways for the Pod
Solid predictions all around – Matthew takes the crown!
06:08 Jonathan – “That’s good; it only took us 6 years to know what the hell we’re talking about!”
06:23 2025 Stats Review
16:28 Ryan – “I’m having a similar experience mostly in my day job… trying to use AI for different workloads and then falling back into more traditional technologies or different ways, and at first I thought it was just like old dog, new tricks, just falling back in the comfort zone. But I find more and more I’m identifying things that, you know, the large language models just are not good at. And I think a lot of stats and the metrics, it feels like it should be able to do that, right? Because it’s conversational and you’re building a corpus of data for the model to query and do all that, but that it really can’t, right? And so, fortunately, we do have machine learning technologies and the ability to do notebooks and stuff. And agentic can absolutely help you make the notebook, but it can’t do the analysis for you, which I find funny.”
To be a good vibe coder, you need to be an experienced programmer, you need to have business experience, and I don’t think the people who are vibe coding right now are getting really good results if they don’t have that kind of background.”
https://tcp-media.s3.us-west-2.amazonaws.com/2025_year_in_review.html
25:54 Favorite Announcements
47:35 2026 Predictions
56:11 Ryan – “Trying to think through emerging threats on technology that I barely understand – because it’s coming out so fast – it’s changing the way we work. You’re already starting to see AI in attacks where groups of people are using AI to put together pretty sophisticated attacks on companies. It’s a lot easier for natural language speakers to generate content for spearfishing; it’s a lot easier for malicious actors to have an AI agent to do a bunch of research on a company real quick, and this is where I think it will be weak.”
And that is the week in the cloud! Visit our website, the home of the Cloud Pod, where you can join our newsletter, Slack team, send feedback, or ask questions at theCloudPod.net or tweet at us with the hashtag #theCloudPod