Mention Trend — Last 20 Issues

Live Stories (57)

OpenAI Cuts GPT-5.6 Luna 80% and Terra 20%, Adds 2.5x Faster Sol Fast Mode on the API

openai.com · 2026-07-30 · Score: 23

NVLabs Ships Sol-Attn, Training-Free Sparse Attention That Speeds Wan 2.1 and HunyuanVideo Inference 2-5x

huggingface.co · 2026-07-27 · Score: 19

Fortune: Coinbase, DoorDash and Airbnb Turn to Cheaper Chinese AI Models Amid US Cost Squeeze

fortune.com · 2026-07-26 · Score: 20

ESP32-S3 Demo Runs a 28.9M-Parameter LLM at ~9.5 Tokens/sec on an $8 Microcontroller

github.com · 2026-07-25 · Score: 18

Echo Debuts on Hacker News, Claims Fable-Level Results From Open-Weight Model Pool at One-Third the Cost

news.ycombinator.com · 2026-07-23 · Score: 17

Etched Closes $300M Series C at $10.3B Led by Sequoia, Books ~$1B in Pre-Orders for Sohu Inference Chip

techcrunch.com · 2026-07-23 · Score: 26

Google Deprecates Temperature, Top-P and Top-K in Gemini 3.6 Flash and All Future Models

ai.google.dev · 2026-07-21 · Score: 18

Marcel Røed Releases Gigatoken on GitHub — Rust Tokenizer Runs 280–1,353x Faster Than HuggingFace, up to 681x Over Tiktoken

github.com · 2026-07-21 · Score: 17

The Information: Meta's Applied AI Engineering Incubator Building Internal OpenRouter to Cut Coding-Agent Costs

theinformation.com · 2026-07-21 · Score: 22

ALERT Poolside Releases Laguna S 2.1, a 118B-Parameter Open-Weight MoE Coding Model That Beats DeepSeek V4-Pro Max

huggingface.co · 2026-07-21 · Score: 28

Google Building Gemini-Specific 'Frozen v2' Inference Chip Targeting 6-10x Perf/Watt vs. TPU by 2028

siliconangle.com · 2026-07-20 · Score: 26

Infinity raises $15M seed to build a CUDA alternative that runs AI models on any chip

techcrunch.com · 2026-07-20 · Score: 24

NVIDIA Ships Nemotron 3 Embed 8B, Ranks #1 on RTEB Retrieval Benchmark at 78.5%

marktechpost.com · 2026-07-17 · Score: 26

Nvidia's Vera Rubin Platform Claims 10x Lower Inference Token Cost, 4x Fewer GPUs for MoE Training Than Blackwell

blogs.nvidia.com · 2026-07-17 · Score: 22

WSJ: Etched in Talks at $20B Valuation, Simultaneously Raising a Separate $10B Round Led by Sequoia

wsj.com · 2026-07-17 · Score: 23

General Compute Secures $400M Loan From Upper90 Backed by SambaNova SN50 Chips — First Inference-Chip Collateralized Deal

techcrunch.com · 2026-07-17 · Score: 27

Fireworks Raises $1.5B at $17.5B Valuation on $1B+ Annualized Revenue — Nvidia-Backed AI Inference Cloud Doubles Valuation From May's $15B Talks

cnbc.com · 2026-07-16 · Score: 23

Amazon CTO Werner Vogels Says Enterprises Are Shifting to Cheaper Open-Source AI Models — Cites Uber Blowing Its Entire 2026 AI Budget in Four Months, Another Company Burning $500M/Month Before Adding Employee Usage Controls

fortune.com · 2026-07-10 · Score: 22

HF Paper 'aria': Quantized Native Runtime Runs Stable Audio 3's Full Text-to-Music Pipeline on a Raspberry Pi 5 — Dependency-Free, ~7x Faster Startup, 4-bit Fits 1.2B Model in 8GB

huggingface.co · 2026-07-09 · Score: 17

ALERT Ollama Raises $65M Series B Led by Theory Venture — Nearly 9M Monthly Active Developers on Local Open-Weight Model Runner, in 85% of Fortune 500 With Just 14 Employees

techcrunch.com · 2026-07-09 · Score: 30

Paris Startup ZML Launches Chip-Agnostic LLM Inference Server LLMD With $20M Backed by LeCun, Docker's Hykes, and HF Founders — Runs Open Models on Nvidia, AMD, Google TPU, Apple Metal, and Intel Arc

techcrunch.com · 2026-07-08 · Score: 25

ALERT SambaNova Raises $1B Series F at $11B Valuation Led by General Atlantic — JPMorgan Signs to Deploy SN40 and SN50 Chips for On-Prem Enterprise AI Inference

techcrunch.com · 2026-07-08 · Score: 31

Nvidia Ships Nemotron-Labs-Diffusion — Tri-Mode 3B/8B/14B Family Unifies AR, Diffusion, and Self-Speculation in One Architecture, 6× More Tokens/Forward Than Qwen3-8B

huggingface.co · 2026-07-07 · Score: 19

Nvidia and Microsoft-Backed d-Matrix Unveil Joint AI Chip System — Nvidia Blackwell Paired With d-Matrix Corsair Inference Accelerator in Single Rack

theinformation.com · 2026-07-07 · Score: 22

Microsoft Starts Replacing OpenAI and Anthropic Models With Its Own MAI in Excel and Outlook — Tens of Thousands of Prompts Per Week Now Served In-House

bloomberg.com · 2026-07-07 · Score: 23

BottleCap AI Releases ThinkingCap-Qwen3.6-27B — Reasoning Fine-Tune That Cuts Thinking Tokens 50% on Average (74% on GSM8K) While Preserving Accuracy and Safety

huggingface.co · 2026-07-06 · Score: 17

HF Paper: 'Do All Visual Tokens Matter Equally?' Object-Evidence Preserving Token Merging Improves Vision-Language Retrieval at Lower Cost

huggingface.co · 2026-07-06 · Score: 16

HF Paper 'KVpop': Predictive Online Pruning of KV Cache Cuts Memory Without Retraining, Tops Prior Compression Baselines on Long-Context Benchmarks

huggingface.co · 2026-07-06 · Score: 17

Meituan Releases LongCat-2.0 — 1.6 Trillion Parameter MoE (~48B Active) Trained on 35T+ Tokens Entirely on AI ASIC Superpods, With 1M Context and Sparse Attention

huggingface.co · 2026-07-06 · Score: 25

CNBC/OpenRouter: Chinese AI Models Have Drawn 30%+ of Token Use by US Companies Every Week Since Feb 8, Peaking at 46% — Up From 11% Over the Previous 12 Months

cnbc.com · 2026-07-07 · Score: 23

Waterloo Paper 'Program-as-Weights' Compiles Natural-Language Specs Into Compact Adapters — 0.6B Qwen3 Interpreter Matches Direct-Prompted Qwen3-32B at ~1/50th Inference Memory, Ships FuzzyBench 10M-Example Dataset

arxiv.org · 2026-07-03 · Score: 16

Community Merge 'Qwopus3.6-35B-A3B-Coder' Lands on Hugging Face — Thinking-Off MoE Claims 62.4% on SWE-Bench for Local Coding Agents

huggingface.co · 2026-07-02 · Score: 16

Jamesob Publishes 'Guide to Running SOTA LLMs Locally' - Documents 2026 Local-Model Stack Across Qwen 3.6 27B, GLM-5.2, and DeepSeek V4-Pro on Consumer Hardware

github.com · 2026-07-03 · Score: 17

Show HN: pxpipe Cuts Anthropic Fable 5 Bills 60% by Rendering Code to Images and Having the Model OCR Them - Exploits Image Tokens Being Cheaper Than Code Tokens

github.com · 2026-07-03 · Score: 18

Bloomberg: Silicon Data LLM Token Expenditure Index Drops Nearly 20% From May Peak — Allianz Warns AI Capex-Sales Gap Now 46%, Worse Than 2001 Telecom Bust

bloomberg.com · 2026-07-03 · Score: 23

ELDR (KAIST + Microsoft Research): Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving Cuts Median TPOT 7-14% Across Qwen3, GPT-OSS, Gemma-4

huggingface.co · 2026-07-01 · Score: 17

ALERT Nvidia Launches Revenue-Sharing Backstop Program for Neocloud AI Providers — Formalized Model Names Firmus and Sharon AI as First Partners, Extends OpenAI/CoreWeave Financing Template

blogs.nvidia.com · 2026-07-01 · Score: 32

404 Media: Enterprises Deploy 'Cavespeak' Prompt Wrappers Forcing Claude, Codex, and Gemini Into Terse Broken-English Replies to Cut Token Bills — 'Tokenpocalypse' Response Gains OpenAI, Nvidia, GitHub Contributors

404media.co · 2026-06-30 · Score: 20

BlockPilot (Alibaba AMAP): Instance-Adaptive Policy Learning Predicts Optimal Block Size for Diffusion Speculative Decoding, Hits 4.20x Speedup on Qwen3-4B

huggingface.co · 2026-06-30 · Score: 17

The Information: OpenAI Engineers Tell Colleagues They've Found a Way to More Than Halve Inference Costs

theinformation.com · 2026-06-30 · Score: 23

ALERT Meituan Open-Sources LongCat-2.0 — 1.6T-Parameter MoE Becomes First Chinese Frontier Model Trained End-to-End on Domestic AI Chips, Matching DeepSeek V4-Pro on Benchmarks

scmp.com · 2026-06-30 · Score: 33

Show HN: Wayfinder Router — Open-Source Deterministic LLM Routing Proxy Routes Prompts Between Local and Cloud Models Without Calling a Model

github.com · 2026-06-28 · Score: 17

DeepSeek Open-Sources V4-Pro on HuggingFace: 1.6T-Parameter MIT-Licensed MoE With 1M-Token Context and DSpark Speculative Decoding

huggingface.co · 2026-06-27 · Score: 23

KoboldCPP v1.116 Adds Krea 2 Turbo Image Generation, Ideogram 4 Support, and MCP Server Integration in Web UI

github.com · 2026-06-27 · Score: 16

DeepSeek Open-Sources DeepSpec: Full-Stack Speculative Decoding Training Codebase With DSpark, DFlash, and Eagle3 Algorithms — Community Claims 60–85% Generation Speedup

github.com · 2026-06-27 · Score: 23

InfoKV: Entropy-Aware KV Cache Compression Improves Long-Context Reasoning by Targeting High-Uncertainty Tokens Missed by Attention-Only Methods

huggingface.co · 2026-06-25 · Score: 18

ALERT OpenAI Launches GPT-5.6 Sol, Terra, and Luna in Limited Preview — Sol Adds Ultra Subagent Mode and Max Reasoning, Terra Doubles Cost Efficiency Over GPT-5.5; Government-Restricted Rollout With Broader Access Coming Soon

macrumors.com · 2026-06-26 · Score: 30

Co-Failure Ceiling: New Paper Proves Multi-Model LLM Ensembles Are Bounded by All-Wrong Rate Across 67 Frontier Models — Invalidates Field's Standard Metric

huggingface.co · 2026-06-25 · Score: 23

DeepReinforce Releases Ornith-1.0 — MIT-Licensed Open-Source Coding Agent Family With Self-Written RL Scaffolds; 397B Hits 82.4 SWE-Bench Verified and 77.5 Terminal-Bench 2.1

huggingface.co · 2026-06-25 · Score: 24

Sail Emerges From Stealth With $80M Led by Kleiner Perkins at $450M Valuation to Fix AI Inference Economics on Existing Chips

fortune.com · 2026-06-25 · Score: 18

Constraint Tax: New Paper Documents 'Tool Suppression' Bug Where Open-Weight LLMs Stop Calling Tools Entirely When JSON Schema and Tool Calling Constraints Are Simultaneously Active

huggingface.co · 2026-06-24 · Score: 21

ALERT OpenAI and Broadcom Unveil Jalapeño — First LLM-Optimized Inference Chip Built From Blank Slate in Nine Months, Engineering Samples Running GPT-5.3-Codex-Spark Production Workloads

stocktitan.net · 2026-06-24 · Score: 35

Cerebras Q1 2026: Revenue Up 94% to $193.4M, Beats Estimates; Q2 Margin Compression Guidance Sends CBRS Down 8% After Hours

stocktitan.net · 2026-06-23 · Score: 24

Show HN: Modelplane — Open-Source Control Plane for AI Inference With Multi-Provider Routing and Observability

github.com · 2026-06-23 · Score: 16

SelfCompact: No-Fine-Tune Scaffolding Lets Agents Self-Manage Context Compaction, Cutting Token Cost 30-70% and Adding Up to 18 Points on Math Benchmarks

huggingface.co · 2026-06-23 · Score: 19

Agent Harnesses Like OpenClaw Are Changing How We Build and Run AI Models

The Register · 2026-05-17 · Score: 16

HN: δ-mem Injects Compact Delta-Rule Memory Into Frozen LLMs, Achieving 1.31× Lift on MemoryAgentBench With No Full-Context Retraining — 200 Points

arxiv.org · 2026-05-16 · Score: 19

Newsletter Issues (18)

#508 The Cutting Edge, Across the Board

2026-06-28 · 2 mentions

AI in Education: schools quit the AI-cheating arms race

2026-06-21 · 1 mentions

Frontier Research: circuits got cheap as consciousness got loud

2026-06-21 · 2 mentions

Deep Learning: a 744B open model just lapped the labs

2026-06-21 · 5 mentions

Machine Learning: a 744B model ran across six states on raw WAN

2026-06-21 · 7 mentions

AI in Business: the agents you sell now run up your own bill

2026-06-21 · 4 mentions

AI Regulation: export-control law just became an AI kill switch

2026-06-21 · 1 mentions

Deep Learning: 4-bit pretraining just matched FP8 at scale

2026-05-26 · 14 mentions

Generative AI: DeepSeek's 75% cut rewrites the cost math

2026-05-26 · 2 mentions

Robotics: Wayve's end-to-end driver lands in Jeeps and Rams

2026-05-26 · 1 mentions

Frontier Research: LLMs reach Nature as the field bets against them

2026-05-26 · 3 mentions

Machine Learning: a reasoning model just cracked Erdős

2026-05-26 · 7 mentions

World Models: Google Ships Omni, and the LLM Monopoly Cracks

2026-05-26 · 1 mentions

AI Safety: the deepfake takedown clock starts ticking

2026-05-26 · 2 mentions

Frontier Research: reasoning is leaving the token stream

2026-05-21 · 2 mentions

Machine Learning: nobody trained bigger, everyone shrank the cache

2026-05-21 · 9 mentions

ML this week: open weights closed the gap from underneath

2026-04-25 · 7 mentions

Deep Learning: Mamba-3 halves the state. SSMs win again.

2026-04-18 · 9 mentions