0:04
Baidu's "Unlimited OCR" processes dozens of document pages in one pass by treating memory like human forgetting
Baidu's Unlimited OCR reads dozens of document pages in a single pass, where previous systems topped out at about ten. A modified attention mechanism keeps memory use flat no matter how many pages the model processes. It currently holds the top spot on the most important OCR benchmark.
The article Baidu's "Unlimited OCR" processes dozens of document pages in one pass by treating memory like human forgetting appeared first on The Decoder.
0:19
Claude Code and Fable 5 ported the 2003 PC game Command & Conquer to native iOS in "a few hours"
A Google Deepmind developer ported the 2003 real-time strategy game "Command & Conquer: Generals Zero Hour" to iPhone and iPad using Anthropic's Claude Code. The first build took 40 minutes. The full source code is on GitHub.
The article Claude Code and Fable 5 ported the 2003 PC game Command & Conquer to native iOS in "a few hours" appeared first on The Decoder.
0:32
Assemble Each RAG Generation Prompt from a Base Prompt Plus the Rules Each Question Needs
Enterprise Document Intelligence [Vol.1 #8B] - A fixed BASE, the rules each question needs, one registry: the dispatcher that turns a parsed question into a typed LLM call
The post Assemble Each RAG Generation Prompt from a Base Prompt Plus the Rules Each Question Needs appeared first on Towards Data Science.
0:44
AI search agents don't fail at searching, they fail at asking the right questions when queries get ambiguous
I’ve been thinking about why AI search agents stumble, and it turns out the hiccup isn’t the crawling or indexing—it’s the conversation. When a query gets fuzzy, the system just keeps digging instead of asking, “Did you mean…?” and that extra back‑and‑forth makes a huge difference.
A fresh benchmark called DiscoBench measured this directly. Models that kept searching without clarification only hit about 52 percent, which is actually worse than a naive guesser. The top performer barely nudged up to 43 percent overall accuracy, showing the gap is real.
What’s striking is how much the numbers jump when the ambiguity disappears. Strip the vague parts out, and accuracy can climb by roughly forty points. It’s a reminder that a simple follow‑up question can be more powerful than a deeper search.
So the takeaway is clear: the next leap for these agents will come from better dialogue, not faster crawling. If they learn to pause and ask, they’ll get a lot closer to the answers we actually need.
1:14
Hollywood wants Seedance banned and reportedly also wants to keep using it
Bytedance's AI video tool Seedance is dividing Hollywood. A viral clip featuring AI-generated Brad Pitt and Tom Cruise prompted the Motion Picture Association's first-ever cease-and-desist against an AI company. But behind the scenes, studios are quietly using the tool on a "don't ask, don't tell" basis, says Simpsons animation producer Joel Kuwahara.
The article Hollywood wants Seedance banned and reportedly also wants to keep using it appeared first on The Decoder.
1:30
Mistral CEO Mensch says proprietary AI models give labs a front-row seat to your business processes
Mistral founder Arthur Mensch warns companies against relying on closed AI models. He claims AI labs are storing more and more customer data and have, in some cases, used it to go after their own customers as competitors. The concern is valid, but Mistral can't really compete with frontier models from OpenAI or Anthropic on performance and is betting heavily on EU sovereignty as its strategic edge.
The article Mistral CEO Mensch says proprietary AI models give labs a front-row seat to your business processes appeared first on The Decoder.
1:47
AI private schools sell wealthy US families on personalized learning over traditional education
Wealthy US families are increasingly sending their kids to AI schools like Alpha School, which combines two hours of AI tutoring with project-based workshops for up to $75,000 a year in tuition. The trend highlights a growing education gap in the AI era, where traditional schools are struggling to adopt the technology, which may do more harm than good if used without the right skills.
The article AI private schools sell wealthy US families on personalized learning over traditional education appeared first on The Decoder.
