Delegating work to AI corrupts 25% of your document in 20 edits. Researchers just tested if you can actually trust AI to edit your documents. The answer is messier than expected. A new benchmark called DELEGATE-52 ran 19 top models through 310 real work environments across 52
GENERATIVE AI
-
SenseNova U1 Skills: Image Generation, PPT, Excel Analysis
By
–
SenseNova U1 Skills: The skills in the repo cover image generation & visualization, slide-deck (PPT) generation, Excel data analysis, and deep research You can plug these models directly into agent runtimes such as OpenClaw and hermes-agent. Check this out:
-
SenseNova-U1 Model Weights and GitHub Repository Released
By
–
Model Weights: https://
huggingface.co/collections/se
nsenova/sensenova-u1
… Github Repo: https://
github.com/OpenSenseNova/
SenseNova-U1
… -

SenseTime Releases SenseNova-U1 Unified Multimodal Model
By
–
The first open-source end-to-end unified multimodal model! SenseTime just released SenseNova-U1 – a multimodal model that unifies understanding, reasoning, and generation in one continuous system. Most multimodal models either understand images OR generate images. They use
-
The Distinction Between Different AI Systems Is Increasingly Blurred
By
–
The distinction is fully in your head I think Everyone's the same now
-

H3 Partnership Model: Equal AI Integration Not Full Worker Replacement
By
–
Users want: H3 = Equal partnership (what workers want) not full replacement. It’s common sense really.
-

Self Attention Mechanisms in Transformers and LLMs
By
–
Improving Transformers with Self Attention Mechanism- this technique is at the heart of GPT and most LLMs. I would not imply that this issue is their biggest problem though. That said no one has to date managed to replace them with a viable alternative. Maybe that changes but
-
AI Tools Finally Enable Adobe Subscription Cancellation
By
–
It’s getting real y’all. I might finally be able to cancel my Adobe subscription. https://t.co/HAylViJgpg
— Bojan Tunguz (@tunguz) 29 avril 2026It’s getting real y’all. I might finally be able to cancel my Adobe subscription.
-
Engramme Launches Large Memory Models, Replacing Traditional RAG
By
–
RIP RAG.
— AI Highlight (@AIHighlight) 29 avril 2026
Engramme just launched Large Memory Models, a new AI architecture built from scratch for human memory.
No vector search. No prompting. Memories surface on their own across Gmail, Zoom, Slack, and Meta glasses. https://t.co/9fQCesTjByRIP RAG. Engramme just launched Large Memory Models, a new AI architecture built from scratch for human memory. No vector search. No prompting. Memories surface on their own across Gmail, Zoom, Slack, and Meta glasses.
-

Top AI Stories: OpenAI Trial, Google Pentagon Deal, Codex
By
–
Top stories AI today: – Elon Musk’s $130B trial against OpenAI kicks off
– Google finalizes Pentagon deal despite protests
– Automate any manual task with Codex
– Talkie is an AI that thinks it's 1930
– 4 new AI tools, community workflows, and more
