Warning : This document is still a draft
2026 W8 - 02-22
First time here ? Check the introduction here
What you Missed this Week
Hardware! We do not see many articles about this topic.
Here is one where they achieved exceptional speed on a local LLM [Link / HN] The path to ubiquitous AI (17k tokens/sec).
I think that hardware optimization is still a bit early, but this article shows that high speed without cloud GPUs is achievable.
The best article I found about the future of AI is this one: The Future of AI Software Development which includes a PDF discussing the main “relevant topics” around AI. Give it a look.
This week also saw press article about AI-enhanced productivity with no “major improvement”, far from the 30% claimed by some firms (HN - 1, HN - 2, HN - 3). The gains are more likely in the 3‑5 % range. Note that, as research takes time, it may not yet account for newer agentic coding tools. A second note: the measurements are not limited to developers but cover the overall population.
Another pool of blog posts around AI “vibe‑coded” projects:
- On HN you can read this post about Show‑HN statistics (Is Show HN dead? No, but it’s drowning), which says “more Show HN, less interest.”
- People discuss in several articles that when you do vibe coding you only skim the surface and don’t go deeper, so you can’t address the technical complexity (AI makes you boring).
- Since everyone has the same build‑power subscription, the same apps keep being released. Making something that stands out isn’t easier thanks to AI (The only moat left is money?).
“Claw” enters the new AI vocabulary (HN):
AI agents that generally run on personal hardware, communicate via messaging protocols, and can both act on direct instructions and schedule tasks.
Articles
Model Training / Release / Finetuning / Other
New releases
- 1261 pt [Link / HN] Claude Sonnet 4.6
- 607 pt [Link / HN] Gemini 3.1 Pro
- 184 pt [Link / HN] Step 3.5 Flash – Open-source foundation model, supports deep reasoning at speed
Hardware
- 795 pt [Link / HN] The path to ubiquitous AI (17k tokens/sec)
- 424 pt [Link / HN] BarraCUDA Open-source CUDA compiler targeting AMD GPUs
- 220 pt [Link / HN] Async/Await on the GPU
- 121 pt [Link / HN] Sub-Millisecond RAG on Apple Silicon. No Server. No API. One File
Research
- 210 pt [Link / HN] Consistency diffusion language models: Up to 14x faster, no quality loss
- 349 pt [Link / HN] SkillsBench: Benchmarking how well agent skills work across diverse tasks
- 171 pt [Link / HN] Evaluating AGENTS.md: are they helpful for coding agents?
- 118 pt [Link / HN] What years of production-grade concurrency teaches us about building AI agents
- 108 pt [Link / HN] Measuring AI agent autonomy in practice
- 64 pt [Link / HN] Fast KV Compaction via Attention Matching
Coding Agents
- 374 pt [Link / HN] Anthropic tries to hide Claude’s AI actions. Devs hate it
- 155 pt [Link / HN] Running NanoClaw in a Docker Shell Sandbox
- 124 pt [Link / HN] Minions – Stripe’s Coding Agents Part 2
Personal Blogs / Opinions
Productivity
- 725 pt [Link / HN] Thousands of CEOs just admitted AI had no impact on employment or productivity
- 158 pt [Link / HN] How AI is affecting productivity and jobs in Europe
- 71 pt [Link / HN] Productivity gains from AI coding assistants haven’t budged past 10% – survey
Tool for X / I did X with AI
- 343 pt [Link / HN] HackMyClaw
- 224 pt [Link / HN] Untapped Way to Learn a Codebase: Build a Visualizer
- 144 pt [Link / HN] WebMCP Proposal
- 136 pt [Link / HN] AI uBlock Blacklist
- 129 pt [Link / HN] Cord: Coordinating Trees of AI Agents
- 109 pt [Link / HN] Show HN: I taught LLMs to play Magic: The Gathering against each other
Optimists
- 486 pt [Link / HN] AI is not a coworker, it’s an exoskeleton
- 95 pt [Link / HN] Building for an audience of one: starting and finishing side projects with AI
- 95 pt [Link / HN] AI made coding more enjoyable
Pessimists
- 662 pt [Link / HN] AI makes you boring
- 513 pt [Link / HN] An AI Agent Published a Hit Piece on Me – The Operator Came Forward
- 117 pt [Link / HN] An AI Agent Published a Hit Piece on Me – Forensics and More Fallout
- 384 pt [Link / HN] AI is destroying open source, and it’s not even good yet
- 271 pt [Link / HN] Every company building your AI assistant is now an ad company
- 271 pt [Link / HN] The only moat left is money?
- 229 pt [Link / HN] “Token anxiety”, a slot machine by any other name
- 188 pt [Link / HN] No Skill. No Taste
- 157 pt [Link / HN] I guess I kinda get why people hate AI
- 155 pt [Link / HN] The Sideprocalypse
- 128 pt [Link / HN] AI optimism is a class privilege
- 127 pt [Link / HN] What is happening to writing? Cognitive debt, Claude Code, the space around AI
Unclassified
Politics / Strategy
- 792 pt [Link / HN] Ggml.ai joins Hugging Face to ensure the long-term progress of Local AI
- 579 pt [Link / HN] Anthropic officially bans using subscription auth for third party use
- 292 pt [Link / HN] Nvidia and OpenAI abandon unfinished $100B deal in favour of $30B investment
- 266 pt [Link / HN] Semantic ablation: Why AI writing is generic and boring
News
- 526 pt [Link / HN] Dark web agent spotted bedroom wall clue to rescue girl from abuse
- 360 pt [Link / HN] Thanks a lot, AI: Hard drives are sold out for the year, says WD
- 265 pt [Link / HN] IRS lost 40% of IT staff, 80% of tech leaders in ‘efficiency’ shakeup
- 257 pt [Link / HN] Andrej Karpathy talks about “Claws”
- 163 pt [Link / HN] WD and Seagate confirm: Hard drives sold out for 2026
- 180 pt [Link / HN] DOGE Bro’s Grant Review Process Was Literally Just Asking ChatGPT ‘Is This DEI?’
Others
- 408 pt [Link / HN] Paged Out Issue #8 [pdf]
- 338 pt [Link / HN] Microsoft guide to pirating Harry Potter for LLM training (2024) [removed]
- 206 pt [Link / HN] Don’t Trust the Salt: AI Summarization, Multilingual Safety, and LLM Guardrails
>> You can subscribe to my mailing list here for a monthly update. <<