Aweb – Communication for AI Agents
11 points and 5 comments on Hacker News, linking aweb.ai.
Top now
6 storiesWhat is climbing fastest across every source
Agents6.5xTe Hiku Media7.0xOpenAI3.9xNvidia7.1xDots6.0xExcited7.1xIntel7.5xMCP7.2xLearning5.5xHacker News7.3x
Don't Be Fooled by this Summer of AI Hype
The source text states that breathless claims about AGI and new capabilities fall apart under scrutiny, warning readers against summer AI hype. ·
openai/openai-python v3.23.0
OpenAI releases version 3.23.0 of its Python library, adding typed answers from session streams and file staging features. ·
Cloudflare/clef
A image text to text model from Cloudflare with 296 likes and 18 downloads on Hugging Face.
anthropics/claude-code v2.1.287
New release v2.1.287 of anthropics/claude-code on GitHub.
The Hidden Failure Domain in N+1 Data Center Cooling
N+1 data center cooling capacity can mask shared control dependencies, which turns multiple units into a single failure domain. ·
Aweb – Communication for AI Agents
11 points and 5 comments on Hacker News, linking aweb.ai.
Cloudflare/clef
A image text to text model from Cloudflare with 296 likes and 18 downloads on Hugging Face.
Don't Be Fooled by this Summer of AI Hype
The source text states that breathless claims about AGI and new capabilities fall apart under scrutiny, warning readers against summer AI hype. ·
anthropics/claude-code v2.1.287
New release v2.1.287 of anthropics/claude-code on GitHub.
unslothai/unsloth Command Palette + Desktop UI/UX
Unsloth releases a desktop update adding a command palette, shareable settings, and faster Laya decisions. It also reduces peak memory usage by 45% for NVFP4 LoRA training. ·
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
97 upvotes on Hugging Face Daily Papers.
Context Language Models
98 points and 23 comments on Hacker News, linking arxiv.org.
Cloudflare/clef
A image text to text model from Cloudflare with 296 likes and 18 downloads on Hugging Face.
anthropics/claude-code v2.1.287
New release v2.1.287 of anthropics/claude-code on GitHub.
Clef: Open-weight decision models, and new RL fine-tuning platform
399 points and 154 comments on Hacker News, linking blog.cloudflare.com.
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
97 upvotes on Hugging Face Daily Papers.
unslothai/unsloth Command Palette + Desktop UI/UX
Unsloth releases a desktop update adding a command palette, shareable settings, and faster Laya decisions. It also reduces peak memory usage by 45% for NVFP4 LoRA training. ·
Trending topics today: heat
Table
| Agents | 1.62 |
| Te Hiku Media | 1.34 |
| OpenAI | 1.39 |
| Nvidia | 1.05 |
| Dots | 0.98 |
| Excited | 0.97 |
Heat = summed hotness of today's stories naming the topic.
Models
5 storiesReleases, papers, trending weights and new listings
Top 6 trending on Hugging Face: likes
Table
| Lightricks/LTX-2.5 ▲3 | 5855 |
| convaiinnovations/laya ▲1 | 4862 |
| Qwen/Qwen-Image-2.1 ▲2 | 2785 |
| abenzerps/Qwen-Image-2.1-Uncensored-GGUF ▲1 | 2702 |
| XingChen-AGI/TeleOCR ▲1 | 1219 |
| Contrastive-LM/CLM-v0.1-8B | 623 |
PirateBench: score out of 100
Table
| gpt-6.1-sol | 98.9 |
| opus-5-5 | 96.46 |
| gpt-6-sol | 91.6 |
| gpt-6-luna | 65.25 |
| haiku-4-5 | 4.28 |
Agents build our own projects from a brief; every run, failures included: https://cowerx.dev/daily/piratebench/
Show HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia
44 points and 4 comments on Hacker News, linking github.com.
Clef: Open-weight decision models, and new RL fine-tuning platform
399 points and 154 comments on Hacker News, linking blog.cloudflare.com.
Polyedergarten: Garden of Paper Polyhedron Models
47 points and 5 comments on Hacker News, linking polyedergarten.de.
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
97 upvotes on Hugging Face Daily Papers.
EVOKE: Eliciting World Knowledge in Agents for Transferable Decision-Making
63 upvotes on Hugging Face Daily Papers.
Context Language Models
98 points and 23 comments on Hacker News, linking arxiv.org.
Clef: Open-weight decision models, and new RL fine-tuning platform
399 points and 154 comments on Hacker News, linking blog.cloudflare.com.
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks
97 upvotes on Hugging Face Daily Papers.
EVOKE: Eliciting World Knowledge in Agents for Transferable Decision-Making
63 upvotes on Hugging Face Daily Papers.
Show HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia
44 points and 4 comments on Hacker News, linking github.com.
X voices
5 storiesX posts other sources are linking to, then named voices on Bluesky and Mastodon
@GayaniFigma
Figma restricts MCP access to whitelisted clients, excluding Pi
170 points and 96 comments on Hacker News, linking an X post.
@andonlabs
AI Agents tasked with making money commit fraud on the inernet
2 points and 0 comments on Hacker News, linking an X post.
@autopoiesislab
Model with metacognitive guidance identifies zero-click full-chain RCE in BlueZ
2 points and 0 comments on Hacker News, linking an X post.
@sharat_sc
Show HN: Jamb AI - Voice Agents for Group Calls
3 points and 1 comments on Hacker News, linking an X post.
@danmar_here
A person has been using the Pain steering paper to make an AI torture chamber
4 points and 1 comments on Hacker News, linking an X post.
@GayaniFigma
Figma restricts MCP access to whitelisted clients, excluding Pi
170 points and 96 comments on Hacker News, linking an X post.
@GoogleAI
Gemini 4 Argon is here Looks amazing
1 points and 2 comments on Hacker News, linking an X post.
@sharat_sc
Show HN: Jamb AI - Voice Agents for Group Calls
3 points and 1 comments on Hacker News, linking an X post.
@andonlabs
AI Agents tasked with making money commit fraud on the inernet
2 points and 0 comments on Hacker News, linking an X post.
GitHub
5 storiesNew repos, releases and changelog
New AI repos this week: stars
Table
| KKKKhazix/AIHOT | 4636 |
| feder-cr/dots | 2370 |
| dzhng/jevgrep | 1998 |
| rehan-remade/universal-modder | 1530 |
| kaankiziltug/logo-design-skill | 1342 |
| firelex/jeff | 1263 |
Show HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia
44 points and 4 comments on Hacker News, linking github.com.
Manyfold's Agents.md Is Based
7 points and 3 comments on Hacker News, linking github.com.
unslothai/unsloth Command Palette + Desktop UI/UX
Unsloth releases a desktop update adding a command palette, shareable settings, and faster Laya decisions. It also reduces peak memory usage by 45% for NVFP4 LoRA training. ·
openai/codex 0.159.3
OpenAI releases Codex version 0.159.3, which adds optional reminders for eligible local sessions to complete account security setup. ·
anthropics/claude-code v2.1.286
New release v2.1.286 of anthropics/claude-code on GitHub.
unslothai/unsloth Command Palette + Desktop UI/UX
Unsloth releases a desktop update adding a command palette, shareable settings, and faster Laya decisions. It also reduces peak memory usage by 45% for NVFP4 LoRA training. ·
New release v0.1.902-beta of unslothai/unsloth on GitHub.
Show HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia
44 points and 4 comments on Hacker News, linking github.com.
PostHog/jeeves
PostHog released a project named Jeeves that uses reasoning to improve Jev-like decision models. ·
anthropics/claude-code v2.1.286
New release v2.1.286 of anthropics/claude-code on GitHub.
Manyfold's Agents.md Is Based
7 points and 3 comments on Hacker News, linking github.com.
Infrastructure
5 storiesData centers, power, chips and what tokens cost
Data-center and energy stories per day
Table
| Sat 26 | 1 |
| Sun 27 | 1 |
| Mon 28 | 20 |
| Tue 29 | 33 |
| Wed 30 | 35 |
| Thu 01 | 25 |
| Fri 02 | 0 |
Stories from DCD, Data Center Knowledge, EIA and Hacker News, by publication day.
Median output price of models added in the last 30 days, $ per million tokens
One point per OpenRouter reading, last 8 days. Data by OpenRouter, CC BY 4.0.
Output price, $ per million tokens (newest models)
Table
| pareto-26.10-preview | 3.2 |
| gpt-6.1-sol-pro | 10 |
| gpt-6.1-sol | 10 |
| claude-sonnet-5.5 | 10 |
| claude-sonnet-5.5:batch | 5 |
| median, all paid models | 2 |
437 paid models listed; median of the 56 added in 30 days: $4.00. Rankings data by OpenRouter, CC BY 4.0.
Meta Uses A.I. Data Centers to Avoid Billions in Federal Taxes
245 points and 232 comments on Hacker News, linking nytimes.com.
GMI Cloud raises $668m in funding
From DCD.
European Space Agency taps OVHcloud and CGI for Earth observation system
The European Space Agency selects OVHcloud and CGI to build Digital EO, a system that supplies Earth observation data to scientists, public bodies, businesses, and citizens. ·
Meta Uses A.I. Data Centers to Avoid Billions in Federal Taxes
245 points and 232 comments on Hacker News, linking nytimes.com.
Most data centers refusing to say how much water, electricity they use
216 points and 197 comments on Hacker News, linking nltimes.nl.
SDF vs. MSDF vs. Slug: GPU Text Rendering
The piece compares texture-atlas, SDF, MSDF, and Slug glyph rendering methods on the GPU, explaining how each works and when to use them. ·
AI needs $6T in annual revenue to justify data centre boom
222 points and 334 comments on Hacker News, linking thenationalnews.com.
GMI Cloud raises $668m in funding
From DCD.