> While the new DeepSeek V4 Flash performed similarly to the preview checkpoint in our agentic coding harness, it's dramatically stronger in one-shot, fluid intelligenceUnexpected but…
SIA is true when there are no duplicates to worry about, and though it has issues around duplicate creation, so does every other theory of anthropic…
Fascinating. Clearly this is an adaptation to Claude’s guardrails, the only part they can reliably make use of is its agentic polish. But on the level…
Hugging Face Artificial Analysis Should be a sweet spot for general work. Seems like coding is the only part that is inferior to Qwen. submitted by…
I tested Ling-3.0-flash with hard bugs and it fixed bugs that qwen3.6-27b could not. This models speed faster than deepseek v4 flash but almost the same…
Article URL: https://www.seangoedecke.com/llms-reward-expertise/ Comments URL: https://news.ycombinator.com/item?id=49161518 Points: 134 # Comments: 46
RT ModalCongrats to Sakana AI on shipping Namazu! Happy to power Namazu's ~1T-param model for live web search + code execution on Modal.Sakana AI: 🐟 Sakana…
RT ModalCongrats to Sakana AI on shipping Namazu! Happy to power Namazu's ~1T-param model for live web search + code execution on Modal.Sakana AI: 🐟 Sakana…
What’s the biggest thing you think you can take in a fight? According to a YouGov poll, 6% of Americans reckoned they could beat a grizzly…
Post-training alignment is often shallow, eroding under fine-tuning. Whether midtraining interventions, cleanly isolated from post-training, can produce durable alignment remains untested. We test this via constitutional…
Not only does Gemma 4 31B have 2.4x more active parameters and more computationally intense attentionBut for each token of context, it uses 13.3x more bits…
The one serious argument is that as a result of your GDP-maxing, you will now need a miraculous Wunderwaffe to win a war you're committed to…
One of my first bangers, aging like fine wineSusan Zhang: this is how these people somehow manage to rewrite history to Always Be On The Right…
Characteristics of a King, anonLittle Rubio will foam at the mouth like the Chihuahua he is, defending hypocritical "values" and "Freedoms"Golden Don can just admit that…
💯@jason: This is going down to $25m in under 18 months… then $10m and finally $3m
WowNick shirley: 🚨 Here is the truth from Ceuta, Spain:60,000+ migrants from Morocco’s border stormed the small town and are now hiding in the mountains and…
Wait, this story about Wenfeng leaving his car in Tibet is… actually true? I thought it's an urban legend in the spirit of Gigafeng memes. I…
RT CursorCursor can now read, write, and act across your Google Workspace.New plugins give agents direct access to Gmail, Google Drive, Calendar, Docs, and Sheets.
Ran DeepSeek V4-Flash-0731 — the full official checkpoint, not a re-quant — on commodity used hardware. Sharing because I couldn't find anyone else publishing Ampere results…
In this paper, the authors tackle continued pretraining without the risk of catastrophic forgetting, by identifying parameters which can safely be changed without risking identified concepts,…
AI agents, MCP servers, and LLM apps break the core AppSec assumption that applications do what their code says. This guide walks through a practical see-fix-protect…
llama : allocate indexer cache only in "full" indexer layers (#26474) Co-authored-by: Stanisław Szymczyk sszymczy@gmail.com Website: https://llama.app macOS/iOS: macOS Apple Silicon (arm64) macOS Apple Silicon (arm64,…
There will be Whale multi-agent, inevitably.They won’t do a V4-Ultra as a model. They already said they are dissatisfied with its architecture and are working on…
Of course, the concern is that in the end, this thread will be fed into the models' training data, but I feel benchmarking isn't so open…