ax@ax-radar:~/all $ grep -v 'tier=excluded' stream.log
40 srcsignal 72%cycle 04:32

posts · 2026-05-14

49 items · updated 3m ago
RSS live
2026-05-14 · Thu
09:05
75d ago
AI HOT (Curated Pool)· aihot-apiZH09:05 · 05·14
Code Skill for Running Codex Review in a Loop
steipete wrote a codex-review skill that loops codex /review until no errors remain; the post says it will not fix system architecture and still requires BRAIN as the main model.
#Agent#Code#Tools#steipete
editor take
codex-review loops /review until zero errors; honestly, this fixes lint-shaped pain, not architecture judgment.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
08:53
75d ago
Product Hunt · AI· rssEN08:53 · 05·14
Picsart MCP
Picsart MCP provides one connection for 140+ AI models for images and video; the post does not disclose pricing, API limits, or the model list.
#Multimodal#Vision#Tools#Picsart
editor take
Picsart MCP claims 140+ image/video models; no pricing, limits, or model list, so I’d treat it as a directory for now.
HKR breakdown
hook knowledge resonance
open source
64
SCORE
H1·K1·R0
08:24
75d ago
r/LocalLLaMA· rssEN08:24 · 05·14
TurboQuant+MTP for ROCm llama.cpp
DrBearJ3w implemented ROCm TBQ4 KV cache and MTP in a llama.cpp branch, reporting that an RX 7900 XTX runs Qwen3.6-27B at 64k context with about 20 GB VRAM and 38–54 tok/s generation.
#Inference-opt#DrBearJ3w#llama.cpp#Qwen
editor take
Title claims RX 7900 XTX runs Qwen3.6-27B at 64k, 20GB, 38–54 tok/s; body is 403, so don't treat it as reproducible.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
08:20
75d ago
r/LocalLLaMA· rssEN08:20 · 05·14
The “Future Is Fictional” Problem in Many Local LLMs
A Reddit user says gemma-4-26B-A4B-it-Q4_K_M_128k searched the web for 2026 Iran war news but still classified results such as “Epic Fury” as fictional; the post says adding an exact 2026 date to the system prompt can reduce the failure.
#Tools#Alignment#Gemma#Gemini
editor take
Gemma 4 26B found 2026 results and still called them fictional; time-anchor bias turns tools into decoration.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R1
08:12
75d ago
r/LocalLLaMA· rssEN08:12 · 05·14
Clustering Raspberry Pis to Learn Distributed Training and Inference
The author published a Raspberry Pi cluster setup guide for learning distributed training and inference, citing $30–$50 per board; the post frames it as educational and does not disclose model size, throughput, or working heterogeneous inference results.
#Inference-opt#Raspberry Pi#smolcluster#LocalLLaMA
editor take
Raspberry Pi boards cost $30–$50; no model size or throughput disclosed, so treat this as a learning rig, not inference infrastructure.
HKR breakdown
hook knowledge resonance
open source
61
SCORE
H1·K0·R1
08:10
75d ago
AI HOT (Curated Pool)· aihot-apiZH08:10 · 05·14
inclusionAI/Ring-2.6-1T
inclusionAI released Ring-2.6-1T, scoring 58.4 on Claw-Eval General and 86.8 on Claw-Eval Multi Turn, with both results listed on the corresponding benchmark leaderboards.
#Benchmarking#inclusionAI#Product update#Benchmark
editor take
Ring-2.6-1T scores 58.4 and 86.8 on Claw-Eval; only an RSS snippet, no config or reproducibility details.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R0
07:17
75d ago
AI Chat-Group Daily (群聊日报)· atomZH07:17 · 05·14
2026-05-13 Chat Group Daily
The chat group daily says Anthropic changed Claude Code quotas and billing: weekly limits rose by 50%, Agent SDK and claude -p were split out from subscriptions, and Max 5x users receive $100 in monthly credit before usage-based charges.
#Agent#Code#Tools#Anthropic
editor take
Claude Code weekly limits rose 50%, but Agent SDK billing split out; Anthropic is turning the buffet into couponed à la carte.
HKR breakdown
hook knowledge resonance
open source
70
SCORE
H0·K1·R1
07:03
75d ago
Product Hunt · AI· rssEN07:03 · 05·14
Drizz
Drizz describes a product for mobile tests that write, run, and fix themselves; the RSS snippet does not disclose supported platforms, test mechanisms, pricing, or release status.
#Agent#Code#Tools#Drizz
editor take
Drizz discloses one tagline, with no platforms, mechanism, or pricing; self-fixing mobile tests need demos, not vibes.
HKR breakdown
hook knowledge resonance
open source
46
SCORE
H1·K0·R1
06:50
75d ago
Product Hunt · AI· rssEN06:50 · 05·14
Raindrop Workshop
Raindrop Workshop launched an open-source, free, local debugger for AI agents; the post does not disclose supported frameworks, runtime requirements, or license details.
#Agent#Tools#Raindrop Workshop#Product update
editor take
Raindrop Workshop only discloses a free local open-source debugger; no frameworks, runtime, or license, so I treat it as PH cold-start.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H1·K0·R1
06:48
75d ago
AI HOT (Curated Pool)· aihot-apiZH06:48 · 05·14
Baidu advances agent portfolio, champions daily active agents as key metric
Baidu advanced its agent portfolio and promoted daily active agents as a key metric; the post does not disclose the product list, daily-active definition, or any numeric value.
#Agent#Baidu#Product update
editor take
Baidu pitches “daily active agents” with no definition or number disclosed; without DAU semantics, this is PR math.
HKR breakdown
hook knowledge resonance
open source
48
SCORE
H0·K1·R0
06:24
75d ago
Bloomberg Technology· rssEN06:24 · 05·14
Hon Hai’s Shares Surge After AI Servers Drive Revenue and Profit
Hon Hai reported stronger-than-expected quarterly profit after AI server demand lifted revenue, and its shares posted their biggest intraday jump since February; the post does not disclose the profit increase, server revenue, or exact share-price move.
#Hon Hai Precision Industry#Nvidia#Product update
editor take
Hon Hai beat quarterly profit expectations, but the snippet gives no margin, server revenue, or share move; solid signal, thin payload.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H0·K0·R1
06:13
75d ago
r/LocalLLaMA· rssEN06:13 · 05·14
Computer-use MCP that can control multiple machines and integrate with Claude, Cursor, Codex
opendesk released a computer-use MCP that lets an AI agent see, click, type, and navigate on another computer over the same WiFi, with one-time pairing, no cloud account or intermediary server, local encryption, and free open-source support for Mac, Linux, and Windows.
#Agent#Tools#opendesk#Claude
editor take
opendesk claims cross-machine control across 3 OSes, but Reddit body is 403; wait for code and permission boundaries.
HKR breakdown
hook knowledge resonance
open source
70
SCORE
H1·K1·R1
06:05
75d ago
TechCrunch AI· rssEN06:05 · 05·14
Who decides what AI tells you? Campbell Brown, once Meta’s news chief, has thoughts
Campbell Brown discussed who decides what AI tells users at StrictlyVC; the RSS snippet only states a split between Silicon Valley’s conversation and consumers’ conversation, and does not disclose a concrete governance mechanism.
#Safety#Campbell Brown#Meta#StrictlyVC
editor take
Campbell Brown gives one split-conversation claim, with no governance mechanism disclosed; important topic, thin item.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H1·K0·R1
05:57
75d ago
AI HOT (Curated Pool)· aihot-apiZH05:57 · 05·14
Kimi K2.6 tops the Finance Agent Benchmark leaderboard
Kimi K2.6 ranks first on the open-weight Finance Agent Benchmark V2 leaderboard; the post does not disclose test-set size, scoring rules, or margin over the next model.
#Agent#Benchmarking#Kimi#Moonshot AI
editor take
Kimi K2.6 tops Finance Agent Benchmark V2 open-weight; sample size and margin are undisclosed, so don’t treat No.1 as proof.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
05:24
75d ago
TechCrunch AI· rssEN05:24 · 05·14
Clio’s $500M milestone arrives just as Anthropic ups the ante
Clio has reached $500 million in annual recurring revenue, and the RSS snippet says legal tech startups are seeing heavy customer adoption; the title says Anthropic is raising the stakes, but the post does not disclose the specific product, pricing, mechanism, or timing in the provided body.
#Clio#Anthropic#Commentary
editor take
Clio hit $500M ARR; Anthropic details are undisclosed. Legal AI has paying demand, not just demo theater.
HKR breakdown
hook knowledge resonance
open source
58
SCORE
H1·K1·R0
05:05
75d ago
● P1AI Era (新智元) · WeChat· rssZH05:05 · 05·14
Anthropic Surpasses OpenAI in Enterprise Market Share According to Ramp Data
Ramp says Anthropic reached 34.4% enterprise adoption, surpassing OpenAI at 32.3% for the first time; the index is based on credit-card and invoice spending from more than 50,000 companies.
#Agent#Code#Multimodal#Anthropic
why featured
Featured · importance 94 · hook + knowledge + resonance
editor take
Anthropic beats OpenAI 34.4% to 32.3% on Ramp customer penetration, but that is procurement share, not usage share—and Claude Code bills cut both ways.
sharp
Both sources are riding the same Ramp AI Index: Anthropic reached 34.4% paid-company penetration versus OpenAI at 32.3%. That is one official spending dataset, not independent confirmation. I would not read this as Anthropic winning enterprise AI. Ramp counts which companies paid a vendor, not seats, token volume, ARR, or actual workload share, and its sample skews toward US companies. Claude Code clearly got Anthropic into more developer budgets, but it also drags customers into higher token burn; Uber’s CTO saying the 2026 AI budget was blown is the warning label. OpenAI’s 0.3% growth looks bad, but Codex and cheaper coding paths still give it a budget-level counterpunch.
HKR breakdown
hook knowledge resonance
open source
94
SCORE
H1·K1·R1
05:05
75d ago
● P1AI Era (新智元) · WeChat· rssZH05:05 · 05·14
Yuandong Tian and Seven Co-Founders Launch Recursive Superintelligence at $4.65B Valuation
Recursive Superintelligence, founded by Yuandong Tian and seven other AI researchers, has a 25-person team, $650 million in funding, and a $4.65 billion valuation, with a stated goal to automate evaluation, data filtering, training, post-training, and research-direction selection.
#Agent#Reasoning#Fine-tuning#Recursive Superintelligence
why featured
Featured · importance 86 · hook + knowledge + resonance
editor take
A 25-person lab raising $650M at $4.65B says elite researchers now see frontier training itself as the bottleneck to automate.
sharp
Recursive Superintelligence’s valuation is loud, but the bet is not silly: automate evaluation, data selection, training, post-training, and research-direction choice as one loop. A 25-person team raising $650M at a $4.65B valuation with no product looks absurd. With Yuandong Tian, Richard Socher, Jeff Clune, and ViT first author Alexey Dosovitskiy, investors are paying for a shot at replacing parts of the frontier-lab workflow. I don’t buy the “AI researchers lose their jobs” framing. The sharper threat is that expensive human judgment inside model iteration gets eaten by tooling. DeepMind’s AlphaEvolve and Darwin Gödel Machine already showed algorithm search and self-editing code can move benchmarks. Nathan Lambert’s lossy self-improvement critique is also fair: nobody sane lets agents burn multi-billion-dollar training budgets unsupervised. Recursive has to prove stable savings in elite researcher time, not science fiction.
HKR breakdown
hook knowledge resonance
open source
86
SCORE
H1·K1·R1
04:10
75d ago
Synced (机器之心) · WeChat· rssZH04:10 · 05·14
KOKONI 3D Releases VGGT Results for Dynamic High-Fidelity Reconstruction and Raises New Funding
KOKONI 3D and Tongji University released four VGGT-based results: StreamCacheVGGT handles unlimited streaming sequences with O(1) memory, reaching 0.123 Abs Rel on KITTI tests above 500 frames.
#Vision#Multimodal#Memory#KOKONI 3D
editor take
StreamCacheVGGT hits 0.123 Abs Rel on 500-frame KITTI; I want independent replication before buying the world-model framing.
HKR breakdown
hook knowledge resonance
open source
70
SCORE
H1·K1·R0
04:00
75d ago
Financial Times · Technology· rssEN04:00 · 05·14
Big Tech gets a win on counting ‘clean’ offsets against gas-powered AI boom
A corporate climate watchdog dropped a stricter proposal on net-zero claims after heavy lobbying. The title says Big Tech can count “clean” offsets against gas-powered AI expansion, but the post does not disclose the watchdog’s name, rule text, or implementation date.
#Policy
editor take
Big Tech won net-zero accounting for gas-powered AI via clean offsets; rule text is undisclosed, and I don’t buy this carbon math.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
03:59
75d ago
Hacker News Frontpage· rssEN03:59 · 05·14
Claude for Small Business
Anthropic posted a “Claude for Small Business” item, but the RSS body only lists the article URL, Hacker News URL, 8 points, and 1 comment; the post does not disclose pricing, features, availability, or plan conditions.
#Anthropic#Claude#Hacker News#Product update
editor take
Claude Small Business plugs into 7 tools with 15 workflows; I don’t buy the SMB framing—this smells like vertical SaaS distribution.
HKR breakdown
hook knowledge resonance
open source
60
SCORE
H0·K0·R1
03:29
75d ago
Product Hunt · AI· rssEN03:29 · 05·14
Agent FM for Claude Code & Codex
Agent FM launched on Product Hunt for Claude Code and Codex, and the RSS snippet says users can tune in to agent activity; the post does not disclose pricing, integration mechanics, supported platforms, or release timeline.
#Agent#Code#Tools#Agent FM
editor take
Agent FM names Claude Code and Codex, but gives no pricing or integration path; agent audio sounds cute, debugging value is unproven.
HKR breakdown
hook knowledge resonance
open source
52
SCORE
H1·K0·R1
03:19
75d ago
Hacker News Frontpage· rssEN03:19 · 05·14
Arena AI Model ELO History
The author released an open-source dashboard that plots one continuous highest-rated flagship ELO curve per AI lab; the data comes from Arena AI API endpoint evaluations, and the post does not disclose a historical ELO dataset for consumer web UI outputs.
#Benchmarking#Arena AI#Hacker News#Open source
editor take
The chart tracks each lab’s top API ELO curve; using it to explain web UI nerfing is a category error.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
03:13
75d ago
Hacker News Frontpage· rssEN03:13 · 05·14
A Claude Code and Codex Skill for Deliberate Skill Development
The title states that a Claude Code and Codex Skill targets deliberate skill development; the RSS body only discloses 19 points and 2 comments, and the post does not disclose its implementation mechanism.
#Code#Agent#Claude#Codex
editor take
GitHub repo has 19 points and 2 comments; only the title is disclosed, so I’d treat it as prompt scaffolding.
HKR breakdown
hook knowledge resonance
open source
56
SCORE
H1·K0·R1
02:35
75d ago
r/LocalLLaMA· rssEN02:35 · 05·14
Multi-Token Prediction for Qwen on LLaMA.cpp + TurboQuant
AtomicBot-ai implemented Multi-Token Prediction for Qwen on LLaMA.cpp with TurboQuant, reporting a local MacBook Pro M5 Max 64GB run rising from 21 to 34 tokens/s with a 90% acceptance rate.
#Inference-opt#Qwen#LLaMA.cpp#AtomicBot-ai
editor take
AtomicBot-ai reports Qwen rising from 21 to 34 tok/s locally; Reddit 403 hides repro details, so I don’t buy 90% acceptance yet.
HKR breakdown
hook knowledge resonance
open source
70
SCORE
H1·K1·R1
02:14
75d ago
r/LocalLLaMA· rssEN02:14 · 05·14
Anyone else experiencing heavy hallucinations with MiMo-V2.5 310B quantized version?
A Reddit user reports severe hallucinations with Xiaomi MiMo-V2.5, a 310B-total and 15B-active MoE model, when running Unsloth’s UD-Q4_K_XL quant in llama.cpp; in an OpenCode file-analysis task, it invented filenames, file paths, and directory structure, while the post does not disclose reproducible prompts or comparison results for Q5/Q6 quants.
#Code#Inference-opt#Xiaomi#Unsloth
editor take
MiMo-V2.5 310B Q4 is accused of inventing paths; no prompts or Q5/Q6 baselines, so keep it off repo work.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R1
01:45
75d ago
r/LocalLLaMA· rssEN01:45 · 05·14
Playing One Night Werewolf with Gemma4 and Qwen3.6
A Reddit user used a custom llama.cpp UI to run four local models in ONUW, with 8–10 public discussion turns per game, and disabled Qwen thinking so private reasoning would not appear in public chat.
#Agent#Tools#Reasoning#Reddit
editor take
Reddit body is 403; summary says four local models played ONUW. Disabling Qwen thinking is the useful leakage lesson.
HKR breakdown
hook knowledge resonance
open source
67
SCORE
H1·K1·R1
01:12
75d ago
Product Hunt · AI· rssEN01:12 · 05·14
transfa.sh
transfa.sh describes itself as “WeTransfer for AI agents”; the post does not disclose file limits, permission controls, pricing, or implementation details.
#Agent#Tools#transfa.sh#WeTransfer
editor take
transfa.sh only says “WeTransfer for AI agents”; no limits, permissions, pricing, or implementation details, so treat it as a placeholder.
HKR breakdown
hook knowledge resonance
open source
46
SCORE
H1·K0·R0
01:05
75d ago
r/LocalLLaMA· rssEN01:05 · 05·14
Simpler self-hosted alternative to Open WebUI
overtchat presents a self-hosted chat interface tested with Qwen3.6 27B on a 4×3090 rig, bundling searxng web search, kokoro TTS without API keys, one Docker Compose file, MIT licensing, no telemetry, and a mobile PWA UI.
#Tools#Audio#overtchat#Open WebUI
editor take
overtchat claims a simpler Open WebUI alternative; body is 403, with no GitHub, install surface, or maintainer details disclosed.
HKR breakdown
hook knowledge resonance
open source
64
SCORE
H1·K1·R1
00:48
75d ago
r/LocalLLaMA· rssEN00:48 · 05·14
I taught my 1B to follow instructions. It got worse at following instructions
GPUburnout ran SFT with SlimOrca 50K, LoRA r=16, and 1 epoch: the 1B model’s IFEval fell from 20.50 to 14.75, while the 3B model rose from 23.14 to 25.18 at lr=5e-5; the post does not isolate capacity from learning-rate effects.
#Fine-tuning#Benchmarking#GPUburnout#LocalLLaMA
editor take
1B SFT fell from 20.50 to 14.75 on IFEval; Reddit 403 blocks the body, so don't buy the capacity story yet.
HKR breakdown
hook knowledge resonance
open source
70
SCORE
H1·K1·R1
00:00
75d ago
Computing Life · Share (鸭哥 research reports)· rssZH00:00 · 05·14
When AI Starts Selling Industry Workflows, Not Code
Anthropic released three vertical solutions for finance, legal, and SMB within one week; the RSS snippet names the sectors but does not disclose product format, pricing, launch dates, or customer references.
#Tools#Anthropic#Product update#Commentary
editor take
Anthropic shipped finance, legal, and SMB offers in one week; no pricing or customers disclosed, so sales segmentation leads.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
00:00
75d ago
OpenAI Blog· rssEN00:00 · 05·14
Helping ChatGPT Better Recognize Context in Sensitive Conversations
OpenAI announced ChatGPT safety updates for better context awareness in sensitive conversations; the RSS snippet says the system detects risk over time, but the post does not disclose mechanisms, evaluation numbers, or rollout scope.
#Safety#Memory#OpenAI#ChatGPT
editor take
OpenAI says ChatGPT tracks risk over time; no mechanism, evals, or rollout scope, so I’m treating this as safety PR.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H0·K0·R1

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