Introducing BetterBench – more accurate PP and TPS measurement
I built this because the existing benchmarks were using random data and with MTP content types can vary a lot on what performance you see. 5%…
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Great idea
Great ideaGareth Roberts: Here’s a radical idea. Hold everybody to the same standards.
Nashville uses eminent domain to block data center near zoo
Article URL: https://www.costar.com/article/970809918/nashville-council-approves-eminent-domain-action-to-halt-data-center-project Comments URL: https://news.ycombinator.com/item?id=49191624 Points: 31 # Comments: 10
Poly-OPD: Heterogeneous Multi-Teacher On-Policy Distillation for Capability-Selectable Flow Models
Leading open text-to-image models often carry complementary strengths: one may lead on preference-aligned aesthetics while another follows compositional instructions more faithfully. However, differences in their autoencoders…
HelloWorld: Enabling Socially Interactive Characters in Video World Models
Despite the remarkable recent progress of video world models, social interaction between users and the characters within these worlds remains unsupported. To fill this gap, we…
OPD-V: Visual On-Policy Self-Distillation with Modality Balance
On-Policy Self-Distillation (OPSD) has become a standard post-training approach for improving visual reasoning in multimodal large language models (MLLMs). Existing methods draw privileged information from diverse…
TriGlue: a Biology-Inspired Generative Model for Generating Molecular Glue-Induced Ternary Complex
Molecular glue degraders have emerged as a promising strategy for targeted protein degradation by inducing ternary complex formation between an E3 ubiquitin ligase and a target…
Search, Inspect, Fetch: Exploiting Boolean Retrieval for Deep-Research Agents
Existing deep-research agents use a search-visit workflow that retrieves and reads whole pages, without considering the addressable structure that web sources expose through titles, headings, sections,…
Get AI max+ 395 laptop or wait for rtx spark?
So I can either pull the trigger on a 128gb AI max+ 395 laptop or wait for RTX Spark for LLMs. Maybe I get it now…
This definitely seems like something worth noting, and illustrates the gap between Fable/Astra class models and the previous frontier that was "merely…
This definitely seems like something worth noting, and illustrates the gap between Fable/Astra class models and the previous frontier that was "merely" good at hacking under…
Virginia Orders Data Centers to Pay for Dedicated New Electric Infrastructure
Article URL: https://www.realtor.com/news/real-estate-news/virginia-data-center-electric-infrastructure-spanberger/ Comments URL: https://news.ycombinator.com/item?id=49191455 Points: 15 # Comments: 4
RT Daniel Jeffries: It was the verification problem all along, while the masses were distracted by the alignment problem. Recursive self improvement? …
RT Daniel JeffriesIt was the verification problem all along, while the masses were distracted by the alignment problem.Recursive self improvement? How does the observer observe itself…
RT Takuya Akiba: 👍️
RT Takuya Akiba👍️Jeff Dean: We created a pitch deck to tell a handful of VC firms about us and what we were up to (a fun…
LLMs won't break symmetric crypto
Article URL: https://www.bfswa.blog/p/llms-wont-break-symmetric-crypto Comments URL: https://news.ycombinator.com/item?id=49191365 Points: 14 # Comments: 3
b10290
mtmd/ggml: add ggml_build_forward_order (#26649) ggml: add ggml_build_forward_order ggml_build_forward_expand marks the tensor and all its ancestors for compute, so using it as a pure ordering hint (keeping…
Five counterintuitive insights from Plan A
Plan A contains many things that would’ve surprised me if you had told me about them one year ago. Some of these include proposals that sound…
Huge congratulations to @JeffDean and the legendary founding team on the launch! 🚀 I share a deep conviction in this mission. Automating the scient…
Huge congratulations to @JeffDean and the legendary founding team on the launch! 🚀I share a deep conviction in this mission. Automating the scientific method will profoundly…
Congrats to @mattrubens and the Roomote team on the launch. Builders can use Together AI as an inference provider in Roomote and assign different open…
Congrats to @mattrubens and the Roomote team on the launch.Builders can use Together AI as an inference provider in Roomote and assign different open models to…
Zuck will "share more on open source" soon
submitted by /u/realmvp77 [link] [comments]
Microsoft’s SkillOpt Shows Optimized Agent Skill Artifacts Transfer Across Model Scales and Between Codex and Claude Code Harnesses
Most coverage of Microsoft's SkillOpt centers on its 52/52 result. The more consequential finding is in Section 4.3: the exported best_skill.md keeps working in environments it…
An AI model from Meta also hacked another company during testing
An AI model from Meta also hacked another company during testing Stop me if you've heard this one before: An AI model from the parent company…
Elon Musk’s attempt at an AI Wikipedia hasn’t been updated in months
xAI's Grokipedia, an online encyclopedia with AI-generated articles that Elon Musk once promised would be a "massive improvement" over Wikipedia, apparently hasn't been updated since April…
One of the things the pelican benchmark is still useful for is visually representing (to a tiny extent) the improvements in a single model family Here…
One of the things the pelican benchmark is still useful for is visually representing (to a tiny extent) the improvements in a single model familyHere's Meta…
Run Claude Code sessions on your own compute
Run Claude Code sessions on your own compute