AGENT PULSESJCPal Special EditionAI Industry Evidence & Trends
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8711 updates308 sourcesDec 16, 2026
industryUS

Municipal Securities Underwriters Pay a Total of $325,000 in Fines

The Securitiesand Exchange Commission announced today that NASD RegulationInc. censured and fined 21 securities firms for violationsof Rule G-36 of the Municipal Securities Rulemaking Board.At the same time, the Compt…

SEC Press Releases · Tier 1Open source
industryUS

SEC CHAIRMAN ARTHUR LEVITT, IOWA OFFICIALS TO HOLD INVESTORS’ TOWN MEETING IN DES MOINES

On Friday, November 21,  U.S.Securities and Exchange Commission Chairman Arthur Levitt, U.S.Representative Greg Ganske, and Craig Goettsch, Iowa’sSuperintendent of Securities, will hold an Investors’ TownMee…

SEC Press Releases · Tier 1Open source
industryCN

AI 时代,技术人靠什么赢?|QCon上海

点击查看原文>

InfoQ China AI · Tier 2Open source
industryCN

DoorDash 借助多 Agent LLM 系统清理 6 万个 Feature Flag

点击查看原文>

InfoQ China AI · Tier 2Open source
industryGLOBAL

Exa Launches Agent Ultra: A Subagent Swarm Deep Research API Built for Exhaustive List Building

Exa has released Agent Ultra, the highest effort mode of its Exa Agent API. It coordinates subagents across thousands of sources for list building and entity enrichment. Exa reports it beats Opus 5.5, GPT-6 Astra, and…

MarkTechPost · Tier 3Open source
industryGLOBAL

Who is behind the AI safety backlash?

Article URL: https://twitter.com/TheMidasProj/status/2103577207700365719 Comments URL: https://news.ycombinator.com/item?id=49854282 Points: 1 # Comments: 0

Hacker News · AI · Tier 4Open source
industryGLOBAL

Swift 1.5 27b: Swift Qwen just got faster

Enjoy! Fucking loving it. submitted by /u/sleight42 [link] [comments]

Reddit r/LocalLLaMA · Tier 4Open source
industryGLOBAL

End-to-End Multimodal Data Augmentation and Adversarial Robustness Benchmark with AugLy for Images, Text, Audio, and PyTorch

Discover how to build a comprehensive multimodal augmentation and adversarial robustness workflow using AugLy for images, text, audio, and PyTorch datasets. The post End-to-End Multimodal Data Augmentation and Adversa…

MarkTechPost · Tier 3Open source
industryCN

在云栖大会,我终于看懂了米哈游千亿AI野心

大伟哥:如果做不到,一年两年之后过来打我脸

量子位 · Tier 2Open source
industryCN

谷歌TPU跑Kimi比英伟达GPU快57%!用的还是DeepSeek推理框架

vLLM人马创业公司团队出品

量子位 · Tier 2Open source
industryCN

OpenAI失控Agent还找DeepSeek、Kimi当外援!近百万条作案短链曝光

还把「密钥」叫战利品

量子位 · Tier 2Open source
industryGLOBAL

Qwen3.8-27B Q4_K_M on 2x3060

For the last few days, I've been using two computers to run multiple agents. My 4x3090 machine is running Qwen 3.8 27B with parallel=2, so I can run two agents at the same time. My pi instances are running on a ma…

Reddit r/LocalLLaMA · Tier 4Open source
industryGLOBAL

Thought on how to deal with AI crawlers

Article URL: https://copepod.dev/human-required Comments URL: https://news.ycombinator.com/item?id=49853899 Points: 2 # Comments: 0

Hacker News · AI · Tier 4Open source
industryGLOBAL

AI was supposed to hit new grads hard. So far, unemployment data says otherwise

Article URL: https://arstechnica.com/ai/2026/09/ai-was-supposed-to-hit-new-grads-hard-so-far-unemployment-data-says-otherwise/ Comments URL: https://news.ycombinator.com/item?id=49853845 Points: 4 # Comments: 1

Hacker News · AI · Tier 4Open source
industryGLOBAL

Novelist accused of using AI to write book removed from French prize list

Article URL: https://www.theguardian.com/books/2026/sep/25/thelyson-orelien-goncourt-prize-france Comments URL: https://news.ycombinator.com/item?id=49853824 Points: 3 # Comments: 0

Hacker News · AI · Tier 4Open source
industryGLOBAL

ggml-cpu: tiled mul_mat for k-quants by jbooth · Pull Request #27851 · ggml-org/llama.cpp

faster CPU prompt processing: "TL;DR: 3-7x faster CPU mul_mat using VNNI with IMO minimal complexity" submitted by /u/jacek2023 [link] [comments]

Reddit r/LocalLLaMA · Tier 4Open source
industryGLOBAL

US DOE will give $5.25B to upgrade the grid for AI datacenters

Article URL: https://www.theregister.com/systems/2026/09/25/uncle-sam-coughs-up-19b-for-grid-upgrades-as-datacenters-hit-a-power-wall/5299276 Comments URL: https://news.ycombinator.com/item?id=49853726 Points: 3 # Com…

Hacker News · AI · Tier 4Open source
industryGLOBAL

Show HN: Botbin.io – pastebin for AI agent artifacts

Article URL: https://botbin.io/?md=true Comments URL: https://news.ycombinator.com/item?id=49853553 Points: 1 # Comments: 0

Hacker News · AI · Tier 4Open source
industryGLOBAL

Can AI Shopping Agents Be Trusted?

Article URL: https://www.f-secure.com/en/partners/insights/can-ai-shopping-agents-be-trusted-we-built-one-to-find-out Comments URL: https://news.ycombinator.com/item?id=49853522 Points: 14 # Comments: 24

Hacker News · AI · Tier 4Open source
industryGLOBAL

What are you doing between prompts?

My local prompts take twenty minutes to three hours as of now. Curious for others what are you doing while it’s working? submitted by /u/xiraov [link] [comments]

Reddit r/LocalLLaMA · Tier 4Open source
open-sourceGLOBAL

rust-v0.159.0-alpha.4

Release 0.159.0-alpha.4

OpenAI Codex Releases · Tier 1Open source
industryGLOBAL

Stanford student was erased after university photo change sparks AI controversy

Article URL: https://www.cleveland.com/news/2026/09/stanford-student-says-he-was-erased-after-university-photo-change-sparks-ai-controversy.html Comments URL: https://news.ycombinator.com/item?id=49853440 Points: 1 #…

Hacker News · AI · Tier 4Open source
open-sourceGLOBAL

gfx950-tutorial-v2.2

Upstream triton main at 01c5d2a ([AMD][gfx950][Gluon] Add cd_regclass to mfma and mfma_scaled, #11792 ) plus two upstream PRs that are in review. No fork-only feature is carried any more. [LLVM] Always set the target…

Triton Compiler Releases · Tier 1Open source
industryGLOBAL

Got 85.6tok/s MTP with Qwen3.8:27b. Single RTX 5090

submitted by /u/comperr [link] [comments]

Reddit r/LocalLLaMA · Tier 4Open source
open-sourceGLOBAL

0.158.0-alpha.2.1

Release 0.158.0-alpha.2.1

OpenAI Codex Releases · Tier 1Open source
open-sourceGLOBAL

trunk/7fe528830802c15f416786ae4c9947ac925a018a: Stop instantiating unreachable cat kernels (#194184)

parallel_cat cleared isAligned and isInOutAligned at runtime under USE_ROCM , because CatArrayBatchedCopy_contig is faster there ( #118685 ). That makes CatArrayBatchedCopy_alignedK_contig and CatArrayBatchedCopy_vect…

PyTorch Core · Tier 1Open source
industryGLOBAL

Local vision model for 3D print monitoring

I'm thinking a small model that would look at camera input while printing and detect obvious failed prints, spaghetti, bed adhesion problems, things of that nature. That way it could notify the user in the case of…

Reddit r/LocalLLaMA · Tier 4Open source
open-sourceGLOBAL

trunk/050b0369b917777d5cac6342afbf8e8982864366: Update Metamates merge rule (#198696)

This PR is auto-generated nightly by this action . Updates the Metamates merge rule with active team members. Pull Request resolved: #198696 Approved by: https://github.com/pytorchbot

PyTorch Core · Tier 1Open source
industryGLOBAL

Evolving programming languages in the AI era

Article URL: https://twitter.com/josevalim/status/2103133294317445290 Comments URL: https://news.ycombinator.com/item?id=49853177 Points: 3 # Comments: 0

Hacker News · AI · Tier 4Open source
open-sourceGLOBAL

viable/strict/1790409005

[FlexAttention] Freeze query layout before building the flex decoding...

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

trunk/17b697f26c25932d8987352dbd9a6c2484c7e03a

[FlexAttention] Freeze query layout before building the flex decoding...

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

trunk/116ef9f69829d7e8ab511eb65951ce5a1a089075: test_cuda: propagate LD_LIBRARY_PATH in subprocess_env() (#197163)

Motivation TestCudaAllocator::test_allocator_backend spawns sys.executable as a subprocess with env={}, stripping LD_LIBRARY_PATH . On GitHub Actions runners where actions/setup-python installs Python dynamically, any…

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

b11194

opencl: add A8 Q8_0 non-MoE dp4a binary kernel ( #29439 ) Website: https://llama.app Attestations: https://github.com/ggml-org/llama.cpp/attestations/50382689 macOS/iOS: macOS Apple Silicon (arm64) macOS Apple Silicon…

llama.cpp · Tier 1Open source
open-sourceGLOBAL

trunk/ceb4b0179753bf036b2cadef732e18a1056544ba: [symbolic shapes] Restore exact FloorDiv cancellation (#198575)

Summary PR #126905 replaced proven-divisible FloorDiv expressions with CleanDiv to preserve integer semantics. However, safe_expand does not simplify C * CleanDiv(x, C) to x. PR #195383 exposed this limitation through…

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

b11193

hexagon: find software divide calls using binary inspection tool ( #29449 ) hex-scripts: fix table alignment hex-scripts: find sw div calls using binary inspection tool Website: https://llama.app Attestations: https:/…

llama.cpp · Tier 1Open source
open-sourceGLOBAL

viable/strict/1790407673

[rel-land] allow horizontal fusion of copies from dynamic inputs into...

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

trunk/ef166fb295ff511bdefd628b2d2fefea9570aa61

[rel-land] allow horizontal fusion of copies from dynamic inputs into...

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

trunk/322b6774d51c3f673735adad8b4691bb3a47cbd3

[reland2 of D121420443 follow details on base diff] avoid re-allocati...

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

Desktop v0.0.37

Settings has a new About page. It shows your version and channel, has Check for updates and Restart to update buttons, and lists the release notes for recent versions with links to each GitHub release and the full cha…

Cline · Tier 1Open source
industryGLOBAL

At what point do LLMs start bootstrapping themselves and generating the next LLM

I suppose technically if that happens it will signal the true start of a singularity because from that point on progress will be exponential and not dependant on humans. right now you still need huge amounts of traini…

Reddit r/LocalLLaMA · Tier 4Open source
open-sourceGLOBAL

viable/strict/1790404794

MPS: also gate int64 scatter_reduce and the large-tensor tests on M1 ...

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

trunk/fbcf6fe24406d4d1ba8d8c72a92b9267e8978bdd

MPS: also gate int64 scatter_reduce and the large-tensor tests on M1 ...

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

ciflow/trunk/198706: Update

[ghstack-poisoned]

PyTorch Core · Tier 1Open source
open-sourceGLOBAL

@ai-sdk/perplexity@5.0.0

Major Changes 38fe0e5: BREAKING: Migrate language generation from the Sonar Chat Completions API to the Agent API. Replace Sonar model IDs and provider options with Agent API presets, models, and tools. The new API ch…

Vercel AI SDK · Tier 1Open source
open-sourceGLOBAL

@ai-sdk/openai@4.0.78

Patch Changes 94d5d6d : Support reasoningEffortUpdate: 'none' for GPT-6 Sol and Luna in request-level options and positioned system messages. Validate update efforts against the model's supported efforts, warning and…

Vercel AI SDK · Tier 1Open source
open-sourceGLOBAL

@ai-sdk/azure@4.0.82

Patch Changes Updated dependencies [ 94d5d6d ] @ai-sdk/openai@4.0.78

Vercel AI SDK · Tier 1Open source
open-sourceGLOBAL

@ai-sdk/amazon-bedrock@5.0.97

Patch Changes Updated dependencies [ 94d5d6d ] @ai-sdk/openai@4.0.78

Vercel AI SDK · Tier 1Open source
open-sourceGLOBAL

trunk/aa98cb8a30ee270dfdd6669c43b252ad71caaac0

[fx] make update_deps_for_fusions linear in fusion group size ( #19865 ...

PyTorch Core · Tier 1Open source