Ai AI News & Research · DeepTrendLab

Google's year in review: 8 areas with research breakthroughs in 2025

Google 2025 recap: Research breakthroughs of the year

Strengthening our partnership with the UK government to support prosperity and security in the AI era

Deepening our partnership with the UK government to support prosperity and security in the AI era

Run FLUX.2 on Replicate

FLUX.2 brings professional-grade image generation and editing with unprecedented detail, multi-reference support, and enterprise efficiency.

AI, networks and Mechanical Turks

How far do LLMs give us a step change in how good a search and recommendation system can be? Do they let you build one without needing a vast user…

How to prompt Nano Banana Pro

Nano Banana Pro brings powerful new capabilities in image generation and editing. Here are the main prompt tricks you should know.

Retro Diffusion's pixel art models are now on Replicate

Generate game assets, sprites, tiles, and pixel art with Retro Diffusion's suite of carefully crafted models.

Replicate is joining Cloudflare

A Guide to Solveit Features

Large language models make it remarkably easy to generate code. Ask ChatGPT or Claude to build an application, and you’ll receive hundreds of lines of working code in seconds. But…

Build to Last

Note from Jeremy: We’re teaching a course starting Nov 3rd on how to build towards software mastery and craftsmanship whilst leveraging AI effectively. Have a look at solve.it.com if you’re…

How to Solve it With Code course now available

tl/dr: This is a copy of a one-off email I sent to all fast.ai forum users, with a long-overdue update. I had planned to send this email a year ago…

IBM's Granite 4.0 is now on Replicate

Which image editing model should I use?

Here is the ultimate comparison post on all the latest image editing models.

Open source video is back

Wan 2.2 is our fastest, cheapest video model.

Generate consistent characters

We compare the best image models for generating consistent characters from a single reference image.

How we optimized FLUX.1 Kontext [dev]

A deep-dive into the Taylor Seer optimization technique

The FLUX.1 Kontext hackathon

We hosted a hackathon with BFL for FLUX.1 Kontext. Here were the winners.

MIT Researchers Unveil “SEAL”: A New Step Towards Self-Improving AI

MIT introduces SEAL, a framework enabling large language models to self-edit and update their weights via reinforcement learning. The post MIT Researchers Unveil “SEAL”: A New Step Towards Self-Improving AI…

AI metrics

With every platform shift, we want to measure the growth but we’re confused about what to measure. That’s partly a problem of data and definitions, but it’s really a question…

Get the most from Google Veo 3

We're sharing our experiments and tips on Google's new Veo 3 model.

FLUX.1 Kontext from the community

FLUX.1 Kontext is everywhere - see what folks are cooking.

Use FLUX.1 Kontext to edit images with words

This is how to get the most from Black Forest Labs' new image editing model.

DeepSeek Unveils DeepSeek-Prover-V2: Advancing Neural Theorem Proving with Recursive Proof Search and a New Benchmark

DeepSeek AI releases DeepSeek-Prover-V2, an open-source LLM for Lean 4 theorem proving. It uses recursive proof search with DeepSeek-V3 for training data and reinforcement learning, achieving top results on MiniF2F.…

Zhipu.AI’s Open-Source Power Play: Blazing-Fast GLM Models & Global Expansion Ahead of Potential IPO

Zhipu.AI open-sources faster GLM models (8x speedup), launches Z.ai, aiming for global expansion, potentially ahead of IPO. The post Zhipu.AI’s Open-Source Power Play: Blazing-Fast GLM Models & Global Expansion Ahead…

The Deep Research problem

OpenAI’s Deep Research is built for me, and I can’t use it. It’s another amazing demo, until it breaks. But it breaks in really interesting ways.