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

posts · 2026-06-05

50 items · updated 3m ago
RSS live
2026-06-05 · Fri
15:06
53d ago
Bloomberg Technology· rssEN15:06 · 06·05
LinkedIn Co-Founder Reid Hoffman to Leave Microsoft’s Board
Reid Hoffman will leave Microsoft’s board later this year to focus on his new artificial intelligence company; the post does not disclose the company’s name, his role there, or Microsoft’s succession process.
#Reid Hoffman#Microsoft#LinkedIn#Personnel
editor take
Reid Hoffman leaves Microsoft’s board later this year; only an RSS line, with no AI-company name or succession detail.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R0
15:02
53d ago
r/LocalLLaMA· rssEN15:02 · 06·05
Unsloth dropped MTP GGUF weights for Gemma 4
Unsloth published MTP GGUF weights for Gemma 4, covering 31B, 26B-A4B, and 12B variants with Q8, F16, and BF16 formats listed in the Reddit snippet.
#Inference-opt#Unsloth#Gemma#Open source
editor take
Unsloth posted Gemma 4 MTP GGUF for 31B/26B-A4B/12B; Reddit body is 403, so speed gains and sampling conditions are undisclosed.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R1
14:49
53d ago
● P1Hacker News Frontpage· rssEN14:49 · 06·05
New York passes one-year moratorium on new data center construction
New York passed a one-year temporary ban on data centers; the RSS snippet provides 9 points and 4 comments, but the post does not disclose the ban’s scope, effective date, or exemptions.
#New York#Policy
why featured
Featured · importance 85 · hook + resonance
editor take
New York lawmakers passed a one-year moratorium on new large data centers. Both sources agree on the core facts, pointing to the same bill text. But it hasn't reached the governor yet — signature i...
sharp
This is worth paying attention to because it's the first state-level data center moratorium in the US. Both sources — Science Aim via HN and The Verge — align closely, citing the same bill text and Assembly Speaker Heastie's public comments. That tells me the core facts come from a single official source, not independent reporting. The bill isn't just a pause button. It bundles three things: mandatory environmental impact reports covering water, power, and tax revenue for each project; a directive for the Public Service Commission to create a separate utility rate class for large data centers; plus prevailing wage and energy efficiency requirements. That separate rate class is the sharpest piece — right now data centers pay standard commercial rates, so grid upgrade costs get spread across everyone's bills, which is exactly what's pissing off residents. I'd discount this in two ways. One, the bill hasn't reached Governor Hochul yet. Whether she signs, vetoes, or gets lobbied into changes is unknown. Two, the moratorium only covers new permits — already-approved or under-construction projects keep going. Don't read this as "New York is anti-AI." The more precise read: New York is forcing data centers to internalize grid costs they've been externalizing.
HKR breakdown
hook knowledge resonance
open source
85
SCORE
H1·K0·R1
14:35
53d ago
Product Hunt · AI· rssEN14:35 · 06·05
Agata: fix text and translate with a keyboard shortcut, no more copy-paste
Agata is a Mac/Windows desktop tool that lets you highlight text, hit a shortcut, and have AI fix grammar, adjust tone, or translate. It stays idle until triggered and sends data directly to your own API key (BYOK), supporting OpenAI, Gemini, Claude, and more. Promo code STARTER30 gives 30% off the first month for the first 50 subscribers. The post doesn't spell out which shortcut combos are supported or the Pro pricing.
#Agata#OpenAI#Gemini
editor take
Agata is a desktop shortcut tool that fixes grammar, adjusts tone, or translates selected text using your own API key—no more copy-pasting to a web chat.
HKR breakdown
hook knowledge resonance
open source
45
SCORE
H0·K0·R0
14:26
53d ago
AI HOT (Curated Pool)· aihot-apiZH14:26 · 06·05
Viggle_PINOC Opens Free Mocap Beta
Viggle_PINOC opened a free mocap beta that converts a user-recorded video into motion capture output; the post does not disclose supported devices, accuracy metrics, output formats, or an end date for the test.
#Vision#Viggle_PINOC#Product update
editor take
Viggle_PINOC opened a free video-to-mocap beta; devices, accuracy, formats, and end date are undisclosed, so don’t retire Rokoko yet.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H1·K1·R1
14:25
53d ago
AI HOT (Curated Pool)· aihot-apiZH14:25 · 06·05
Sir Demis Hassabis vs Sir Demis Hassabis
The title frames a self-comparison around Sir Demis Hassabis, but the RSS body is empty; the post does not disclose the dispute, evidence, or any specific event behind the comparison.
#Demis Hassabis#Commentary
editor take
Hassabis moved AGI from 2031–2036 to 2030±1; I don’t buy it when his own definition demands all human cognition.
HKR breakdown
hook knowledge resonance
open source
32
SCORE
H1·K0·R0
14:24
53d ago
r/LocalLLaMA· rssEN14:24 · 06·05
FYI: llama.cpp server can hot-swap models in under 30 seconds
Reddit user Chuyito says llama.cpp server can hot-swap models in under 30 seconds and provides Podman and ./llama-server configuration using --models-preset and --models-max 1; the post does not disclose hardware specs, model sizes, or reproducible timing logs.
#Inference-opt#Tools#llama.cpp#Open WebUI
editor take
llama.cpp server claims sub-30s model hot-swap; no hardware or model sizes, so treat it as ops candy, not a benchmark.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R1
14:22
53d ago
AI HOT (Curated Pool)· aihot-apiZH14:22 · 06·05
A Strict AI Teaching Prompt: Socratic Checklist-Based Instruction
The prompt instructs AI to act as a strict teacher, maintain an MD checklist, verify user understanding across three layers—problem, solution, and context—and end the session only after every checklist item passes validation.
#Agent#Reasoning#Commentary
editor take
This prompt validates 3 understanding layers via an MD checklist; I buy it, more reproducible than most tutor-persona prompts.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R0
13:57
53d ago
The Verge · AI· rssEN13:57 · 06·05
This AI startup says it can tell if a script will make a hit film
Quilty says its tool can predict a film’s success from a script alone, but testers were skeptical after it ranked Christy above Sinners; Christy became a box-office flop, while Sinners became an Oscar-winning blockbuster.
#Reasoning#Quilty#The Verge#Product update
editor take
Quilty ranked Christy above Sinners; script-only hit prediction is a brutal business when the first cited test misses this loudly.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R1
13:48
53d ago
r/LocalLLaMA· rssEN13:48 · 06·05
I Implemented KVarN in My llama.cpp Fork and Ran KLD Benchmarks
The author implemented KVarN in BeeLlama.cpp v0.3.2 Preview, and on Qwen 3.6 27B with 64k context, kvarn4-kvarn4 used 27.9% KV-cache size, reached 99.74% mean precision, and produced 760.88 tok/s in the disclosed KLD table.
#Inference-opt#Benchmarking#BeeLlama.cpp#llama.cpp
editor take
Title claims KVarN in llama.cpp with KLD; body is 403-blocked, so treat 99.74% precision as unverified.
HKR breakdown
hook knowledge resonance
open source
71
SCORE
H1·K1·R1
13:35
53d ago
r/LocalLLaMA· rssEN13:35 · 06·05
I Just Realized How Good MoE Models Are for Consumer Hardware
A Reddit user compared Qwen 27B with 35BA3B on a Ryzen 7 3800X, Radeon 7900XT, and 32GB RAM, then moved the expert part of 35BA3B into system RAM; the post says 35BA3B felt much faster on VRAM-limited hardware, but it does not disclose tokens per second, quantization settings, or reproducible llama.cpp arguments.
#Inference-opt#Qwen#llama.cpp#LM Studio
editor take
35BA3B felt faster than Qwen 27B on a 7900XT+32GB box; without tokens/s or quant args, I don’t buy it yet.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R1
13:31
53d ago
AI HOT (Curated Pool)· aihot-apiZH13:31 · 06·05
OpenHarmony EmbodiedAI 1.0.1 for Embodied Intelligence Released
The OpenHarmony embodied intelligence PMC preparatory group released EmbodiedAI 1.0.1, integrating three simulation environments—OpenHarmony native simulator, MuJoCo, and Gazebo—and validating adaptation for humanoid robots, quadruped robot dogs, and commercial service robots.
#Agent#Robotics#Tools#OpenHarmony
editor take
EmbodiedAI 1.0.1 adds 3 simulators; no benchmarks disclosed, so don’t confuse adaptation with robot capability.
HKR breakdown
hook knowledge resonance
open source
64
SCORE
H0·K1·R1
13:30
53d ago
AI HOT (Curated Pool)· aihot-apiZH13:30 · 06·05
Community Builds AccountingLLM for Financial Analysis on MiniCPM-V 4.6
Community developers built AccountingLLM on ModelBest’s MiniCPM-V 4.6 to process IPO prospectuses, annual reports, and audit files, extracting financial tables from complex PDFs, reconstructing cross-page tables, checking key figures against accounting equations, and flagging suspicious entries for human review.
#Vision#Tools#ModelBest#MiniCPM-V
editor take
AccountingLLM runs financial PDFs on MiniCPM-V 4.6; accuracy is undisclosed, so commercialization is not auditability.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H1·K1·R0
13:00
53d ago
AI HOT (Curated Pool)· aihot-apiZH13:00 · 06·05
Cloudflare AI Gateway Adds Real-Time Spend Limits
Cloudflare AI Gateway added real-time spend limits that integrate with Cloudflare Access, letting enterprises set identity-based budgets and policies to control token bills across multiple AI providers.
#Tools#Cloudflare#Product update
editor take
Cloudflare AI Gateway adds real-time limits and identity budgets; AI cost control finally moves onto the request path.
HKR breakdown
hook knowledge resonance
open source
39
SCORE
H1·K1·R1
12:43
53d ago
Hacker News Frontpage· rssEN12:43 · 06·05
Did Claude Increase Bugs in rsync?
The title asks whether Claude increased bugs in rsync; the post body only shows 64 Hacker News points and 62 comments, and does not disclose the sample, method, or conclusion.
#Code#Claude#rsync#Hacker News
editor take
The post uses bugs per 10 commits and a permutation test; anti-AI screenshots don't count as evidence.
HKR breakdown
hook knowledge resonance
open source
58
SCORE
H1·K0·R1
12:28
53d ago
r/LocalLLaMA· rssEN12:28 · 06·05
Intel B70 vs AMD R9700: Has anyone tested full-load noise levels?
A Reddit user asks for full-load noise tests of Intel B70 and AMD R9700; the post only cites 32GB GDDR6, 230W, 300W, 58dB, and about 40dB comparisons, and does not disclose measured results.
#Inference-opt#Intel#AMD#NVIDIA
editor take
The title asks B70 vs R9700 load noise; body is 403, and the 58dB/40dB figures lack test provenance.
HKR breakdown
hook knowledge resonance
open source
45
SCORE
H1·K0·R1
12:10
53d ago
MIT Technology Review· rssEN12:10 · 06·05
The Download: AI Hacking Beyond Mythos, and Chatbots’ Impact on Our Brains
MIT Technology Review rounds up 10 tech stories: attackers used Meta’s AI customer support agent to steal Instagram accounts, and Cloudflare said bots now account for 57.4% of web traffic.
#Agent#Safety#MIT Technology Review#Meta
editor take
Meta’s AI support agent handed over Instagram accounts on an email-change request; stop obsessing over Mythos, production agents are leaking authority.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H1·K1·R1
11:17
53d ago
AI HOT (Curated Pool)· aihot-apiZH11:17 · 06·05
From Brand TVCs to Performance Creative Production, Seedance 2.0 Enters Core Ad Workflows
Seedance 2.0 enters core advertising workflows for both brand TVCs and performance creative production; the post does not disclose pricing, launch timing, customer cases, or reproducible performance metrics.
#Multimodal#Vision#Seedance#Product update
editor take
Seedance 2.0 claims TVC and performance-creative coverage; the body is CAPTCHA-blocked, with no pricing, cases, or metrics.
HKR breakdown
hook knowledge resonance
open source
34
SCORE
H0·K0·R0
11:10
53d ago
AI HOT (Curated Pool)· aihot-apiZH11:10 · 06·05
Microsoft CEO Satya Nadella’s latest interview is out
Satya Nadella released a new interview on Latent Space; the post only provides the link and does not disclose the interview topic, duration, or core points.
#Satya Nadella#Latent Space#Microsoft#Commentary
editor take
Satya Nadella joined Latent Space; topic undisclosed, just “chat is he cooked.” Don’t inflate this into a Microsoft strategy signal.
HKR breakdown
hook knowledge resonance
open source
35
SCORE
H0·K0·R0
10:55
53d ago
r/LocalLLaMA· rssEN10:55 · 06·05
SupraLabs Released Supra-50M-Reasoning
SupraLabs released Supra-50M-Reasoning, an open reasoning variant of Supra-50M-Instruct trained with SFT for 6 epochs on 500 synthetic samples generated by Qwen3 1.7B. The post says every answer emits a thinking chain before the final response, and the author warns that the model still hallucinates and gives incorrect answers.
#Reasoning#Fine-tuning#SupraLabs#Qwen
editor take
Supra-50M-Reasoning used 500 synthetic samples for 6 SFT epochs; learning CoT formatting is not learning reasoning.
HKR breakdown
hook knowledge resonance
open source
63
SCORE
H1·K1·R0
10:54
53d ago
r/LocalLLaMA· rssEN10:54 · 06·05
Bringing Gemma 4 12B to Your Laptop: Local Agentic Workflows with Google AI Edge
The title says Gemma 4 12B runs local agentic workflows on laptops with Google AI Edge; the Reddit RSS snippet only includes the submission link and does not disclose hardware requirements, performance numbers, or deployment steps.
#Agent#Inference-opt#Google#Gemma
editor take
Title says Gemma 4 12B runs laptop agents; body is 403, with no hardware or tok/s, so don’t buy it yet.
HKR breakdown
hook knowledge resonance
open source
62
SCORE
H1·K0·R1
10:52
53d ago
AI HOT (Curated Pool)· aihot-apiZH10:52 · 06·05
FluxA Partners with Baidu AI Cloud: In the DAA Era, AI Starts Earning Money Itself
FluxA partnered with Baidu AI Cloud, and the title says AI starts earning money itself in the DAA era; the post does not disclose the partnership mechanism, revenue scale, or product details.
#Agent#FluxA#Baidu AI Cloud#Partnership
editor take
FluxA and Baidu AI Cloud only disclose a partnership title; no mechanism, revenue, or product, so “AI earns itself” is PR.
HKR breakdown
hook knowledge resonance
open source
34
SCORE
H1·K0·R0
10:43
53d ago
Hacker News Frontpage· rssEN10:43 · 06·05
Ask HN: Is the web for machines (/llm.txt) the one we wished we had as humans?
An HN user says they often manually open /llm.txt on websites to read clearer machine-oriented content; the post has 8 points and 4 comments, and it does not disclose any browser support plan.
#Tools#Hacker News#Chrome#Commentary
editor take
HN has 2 points; humans opening /llm.txt says marketing pages already lost to the machine-readable door.
HKR breakdown
hook knowledge resonance
open source
52
SCORE
H1·K0·R1
10:21
53d ago
r/LocalLLaMA· rssEN10:21 · 06·05
Benchmark Reality Check on Gemma 4 12B: Local Settings May Break Reasoning
A Reddit user ran a Python bug-hunting benchmark with Gemma 4 12B using Unsloth Dynamic Q5 GGUF and found 6 bugs; Qwen 35B q4 k xl found 14 bugs under the same reported benchmark context.
#Reasoning#Code#Benchmarking#Gemma
editor take
Gemma 4 12B found 6 bugs versus Qwen 35B’s 14; Reddit 403 hides the fix details, so blame settings carefully.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
09:05
53d ago
r/LocalLLaMA· rssEN09:05 · 06·05
RTX Pro 4500 Blackwell Performance Numbers
A Reddit user benchmarked the RTX Pro 4500 Blackwell 32GB against the RTX 5060 Ti 16GB using Llama.cpp b9007 and the same model quantizations, reporting about 1.9–6x faster prompt processing and about 1.6–2.6x faster token generation, with the largest gains on MoE models that fit fully in 32GB VRAM.
#Inference-opt#Benchmarking#NVIDIA#Reddit
editor take
RTX Pro 4500 claims 1.9–6x faster prompts; the body is 403, so I wouldn’t buy hardware off this Reddit run.
HKR breakdown
hook knowledge resonance
open source
71
SCORE
H1·K1·R1
08:15
53d ago
r/LocalLLaMA· rssEN08:15 · 06·05
Opinion: Gemma4-12B points to Google’s IoT and mobile market strategy
A Reddit author argues that Gemma4-12B targets Android-class devices, citing lower-latency speech and video inputs and claiming Qwen3.5-9B routinely beats it under the same resource budget, but the post does not disclose benchmark names or scores.
#Multimodal#Audio#Vision#Google
editor take
Gemma4-12B is framed as Android-edge play, but the body is 403; the Qwen3.5-9B dunk lacks evidence.
HKR breakdown
hook knowledge resonance
open source
58
SCORE
H1·K0·R1
06:57
53d ago
r/LocalLLaMA· rssEN06:57 · 06·05
Gemma 4 12B is my new main squeeze
A Reddit user adopted the Unsloth Q5_K_XL Gemma 4 12B as their main local coding model, using a 32k context window and Q8 KV cache in llama.cpp, with about 15.7GB VRAM use and throughput dropping from 61 t/s on Q4 to 50 t/s on Q5.
#Code#Tools#Inference-opt#Gemma
editor take
Gemma 4 12B shows 32k, 15.7GB, 50 t/s in the summary; body is 403, so don't treat Reddit vibes as a benchmark.
HKR breakdown
hook knowledge resonance
open source
67
SCORE
H1·K1·R1
06:44
53d ago
Latent Space· rssEN06:44 · 06·05
[AINews] Not Much Happened Today
AINews summarized June 3-4, 2026 updates, covering NVIDIA Nemotron 3 Ultra, Anthropic’s recursive self-improvement framing, ChatGPT crossing 1B MAU with improved memory, and Cloudflare’s acquisition of VoidZero.
#Agent#Memory#Benchmarking#NVIDIA
editor take
AINews scanned 12 subreddits and 544 Twitters; NVIDIA’s 550B open MoE lands harder than the RSI narrative.
HKR breakdown
hook knowledge resonance
open source
58
SCORE
H0·K1·R0
06:18
53d ago
AI HOT (Curated Pool)· aihot-apiZH06:18 · 06·05
PolarDB-X Zero launches: a fully distributed database in 30 seconds
Alibaba Cloud launched PolarDB-X Zero, letting users obtain a fully distributed database within 30 seconds through one API call, without registration or configuration.
#Agent#Embedding#Tools#Alibaba Cloud
editor take
PolarDB-X Zero gives a DB in 30 seconds via one API; HNSW+MySQL compatibility needs write-load proof, not shown here.
HKR breakdown
hook knowledge resonance
open source
35
SCORE
H1·K1·R0
06:04
53d ago
AI HOT (Curated Pool)· aihot-apiZH06:04 · 06·05
Alibaba Cloud Releases SkillClaw and Nacos Agent Skill Evolution Loop
Alibaba Cloud released a SkillClaw and Nacos workflow that turns real conversation experience into reusable Skills, while Nacos handles centralized version management, review, and audit.
#Agent#Tools#Alibaba Cloud#SkillClaw
editor take
Alibaba Cloud extracts Skills from real chats and governs them via Nacos; dirty lessons scaled into team assets scare me.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H1·K1·R1
05:46
53d ago
Hacker News Frontpage· rssEN05:46 · 06·05
Fine-tuning an LLM to write docs like it's 1995
The title says the author fine-tuned an LLM to write 1995-style documentation; the RSS body only lists a Hacker News URL, 21 points, and 2 comments, and does not disclose the model, dataset, or training method.
#Fine-tuning#Commentary
editor take
The author used 37M words to make 192,456 samples; I buy style tuning, not evaluation by retro vibes.
HKR breakdown
hook knowledge resonance
open source
42
SCORE
H1·K0·R0
05:38
53d ago
AI HOT (Curated Pool)· aihot-apiZH05:38 · 06·05
NVIDIA CEO Jensen Huang Visits Seoul to Discuss Korea’s AI Future
Jensen Huang visited Seoul this week and met Korean AI builders, sovereign infrastructure partners, and the gaming community; he said Grace Blackwell systems are performing well and Vera Rubin is now in full production.
#Robotics#NVIDIA#Jensen Huang#Partnership
editor take
Jensen said Vera Rubin is in full production in Seoul. No shipment numbers disclosed; this reads like capacity signaling.
HKR breakdown
hook knowledge resonance
open source
68
SCORE
H0·K1·R1
05:38
53d ago
NVIDIA Blog· rssEN05:38 · 06·05
Seoul Purpose: How NVIDIA and South Korea Are Building the Future of AI
NVIDIA CEO Jensen Huang visited Seoul this week to meet South Korean partners, said Grace Blackwell is performing well and Vera Rubin is in full production, and named AI supply-chain alignment as a key focus for the second half of the year.
#Robotics#NVIDIA#Jensen Huang#South Korea
editor take
Jensen says Vera Rubin is in full production; no yields or shipment counts disclosed, so treat this as supply-chain calming.
HKR breakdown
hook knowledge resonance
open source
66
SCORE
H0·K1·R1
05:16
53d ago
AI HOT (Curated Pool)· aihot-apiZH05:16 · 06·05
Open Code Review: An AI-based code review CLI tool
Open Code Review provides an AI-based code review CLI tool; the post only describes automated review, and does not disclose the model, license, or installation requirements.
#Code#Tools#Alibaba#Open source
editor take
Open Code Review claims OpenAI/Anthropic compatibility; model and license are undisclosed, so I’d treat it as Alibaba internal policy leakage.
HKR breakdown
hook knowledge resonance
open source
36
SCORE
H0·K0·R0
05:13
53d ago
AI HOT (Curated Pool)· aihot-apiZH05:13 · 06·05
375 WeChat Official Account RSS feeds optimize Agent input
The title presents 375 WeChat Official Account RSS feeds for improving Agent input; the post only calls them high-quality sources and does not disclose selection criteria, the feed list, or the integration mechanism.
#Agent#Product update
editor take
375 WeChat RSS feeds are claimed; no list or criteria disclosed. I don’t buy RSS volume as Agent input quality.
HKR breakdown
hook knowledge resonance
open source
48
SCORE
H1·K0·R1
05:06
53d ago
TechCrunch AI· rssEN05:06 · 06·05
Mira Murati Steps Back Into the Spotlight, Carefully
The title says Mira Murati is stepping back into public view, while the RSS body provides only one sentence about market visibility and does not disclose a company, product, funding amount, timeline, or specific action.
#Mira Murati#Commentary#Personnel
editor take
Mira Murati gets one visibility quote; no company, product, funding, or timeline disclosed, so I’d file this under narrative management.
HKR breakdown
hook knowledge resonance
open source
49
SCORE
H1·K0·R0
04:38
53d ago
Hacker News Frontpage· rssEN04:38 · 06·05
The Pentagon Is Running an AI Propaganda Mill Targeting Latin America
The title says the Pentagon is running an AI propaganda operation targeting Latin America; the RSS body only lists 21 points and 3 comments, and the post does not disclose the system mechanism, model, budget, or distribution scale.
#Pentagon#The Intercept#Hacker News#Policy
editor take
The Pentagon is tied to La Tilde, but budget, model, and reach are undisclosed; don't inflate scraps into automated info-war.
HKR breakdown
hook knowledge resonance
open source
64
SCORE
H1·K0·R1

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