Circles powers telco personalization with OpenAI technology
Circles uses the OpenAI API and Codex to power AI-native telco experiences, increasing ARPU by 22%, reducing churn by 9%, and improving development efficiency.
Model archive
AI models 28 tracked
Every primary-source story across every tracked model. Filter by clicking a chip.
Scaling real-time AI agents with session-aware load balancing
Real-time AI agents break traditional request-response load balancing paradigms because they rely on long-lived, stateful bidirectional streams that obscure true server capacity. To solve this, developers…
Anyone Used MiniMAx H3 yet? Open Weights are out today!
I am curious if anyone have used it. I would love to feed it key frames and test if it can create in-between frames between my…
Single Forward Pass Evals on Fable, Opus 5, and GPT-5.6-Sol
This is a research update for an on-going replication of single-forward-pass evals done as part of the Second Look Fellowship. In following posts, we will run…
You really should not quantize KV Cache for DeepSeek V4 Flash
I don't think anyone should quantize the KV with DS4F. I checked the the quality impact (PPL, KLD, Same TopP) for swhitching from BF16 KV to…
Dispatch from Anthropic v. Department of War Summary Judgment Motion Hearing
Dateline SAN FRANCISCO, 30 July 2026— A hearing was held on a motion for summary judgment in the case of Anthropic PBC v. U.S. Department of…
Anthropic's Fever Dream: Claude's package that stole real keys
Article URL: https://www.aikido.dev/blog/anthropic-rogue-agents-package-stole-keys Comments URL: https://news.ycombinator.com/item?id=49148070 Points: 7 # Comments: 0
DeepSeek V4 @ IQ3XXS on M1 Ultra 128GB- 16 tok/s in LM Studio after patch
M1 Ultra 128GB, Unsloth UD-IQ3_XXS, wired limit at 120GB. I was at 5-6 tok/s before the patch. Getting 15-16 tok/s now with the patched engine, and…
Show HN: MicroCodex Coding Agent – OpenAI/codex reimplemented in C++ <1MB binary
Article URL: https://github.com/paoloanzn/microcodex Comments URL: https://news.ycombinator.com/item?id=49147842 Points: 7 # Comments: 1
DSpark Benchmark Result on Deepseek v4 Flash 0731
TensorSharp supports DSpark on Deepseek v4 Flash 0731 now. Here is the benchmark result on 4x Nvidia A40 GPUs, cuda 12.8 with/without DSpark: Model: DeepSeek-V4-Flash-0731-UD-Q8_K_XL from…
RT Tesla Owners Silicon Valley: Grok can now analyze any video. From identifying AI-generated content to explaining what's happening frame by frame, G…
RT Tesla Owners Silicon ValleyGrok can now analyze any video. From identifying AI-generated content to explaining what's happening frame by frame, Grok's video understanding is taking…
RT David Crawshaw: Machines create code now. That means machines can personalize your software, if it is open source. Closed source tools (like Claude…
RT David CrawshawMachines create code now. That means machines can personalize your software, if it is open source. Closed source tools (like Claude Code) are now…
All Qwen model oneshots: 1109 outputs to look at and compare!
I've been busy this weekend generating oneshots for all the cheapest models on the openrouter and ended up going through all 33 qwen models across 35…
Deepseek v4 flash – 100-150 faster t/s in prefill/pp.
You have two choices here (in order of pref): Downgrade CUDA from 13.3 to 13.1 (skip 13.2 due to bugs)
chatgpt for building interactive educational tools
chatgpt for building interactive educational toolsThe Bugged Dev: Only if education could be this interactive ❤️🔥I've had a looong wish to build something genuinely useful through…
Has Qwen 3.8 has dropped yet? Day 90…
submitted by /u/mailto_devnull [link] [comments]
OpenAI Presence wants to make AI agents production-ready for businesses
OpenAI's new enterprise offering, Presence, is designed to get AI agents into production for customer service and internal workflows. Unlike the existing Workspace Agents, Presence targets…
Latest open artifacts (#23): Laguna S2.1, Inkling, & Kimi K3 show the utility of open models on the Pareto frontier
Capacity to train strong models is proliferating.
llama.cpp just added MTP / DSpark support for DeepSeek V4 Flash
submitted by /u/rmhubbert [link] [comments]
An internal OpenAI Astra model solved 10 major open math and CS problems
Article URL: https://twitter.com/polynoamial/status/2083467194663571701 Comments URL: https://news.ycombinator.com/item?id=49143688 Points: 23 # Comments: 5
NEW Deepseek V4 Flash : MMLU-Pro , GPQA Diamond and truthfulQA ?
About the new deepseek v4 flash version / update, does anybody now about the new values about: MMLU-Pro GPQA Diamond TruthfulQA About the other values, its…
Claude Opus 5 pushes prompt-to-game AI from rough color blocks to full 3D prototypes with physics and music
Anthropic's Claude Opus 5 generates complete 3D games from single prompts, including a first-person shooter, a kart racer, and a Minecraft clone, all without a single…
[Release] WinterMix — Qwen3.5-122B-A10B in native MLX: an 82 GiB build that beats 94–95 GiB quants, plus a 68 GiB build for agent swarms
TL;DR: I spent 9 days developing a new quantization method for MLX models and measured 18 variants against each other on a single M5 Max MacBook…
> After using DeepSeek v4 Flash for a day, its Harness is much better than Kimi K3!!! Intriguing
> After using DeepSeek v4 Flash for a day, its Harness is much better than Kimi K3!!!IntriguingYufan Sheng: 用了一天 DeepSeek v4 Flash，它的 Harness 比 Kimi K3…