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2026-03-04 日报

✦ 小御的判断 AI 分析

今日一句话 Qwen 系列模型在本地部署和 Agentic 编程上持续发力，小参数模型和移动端支持值得关注。

今日精选（3 条）

1. 新手用 Claude Code 只需描述清楚？没那么简单

dontbesilent · https://x.com/dontbesilent/status/2029095570951029214

分析：别被“新手友好”的宣传迷惑，用 AI 编程的核心门槛依然是清晰的需求分析和逻辑表达。与其指望 Claude Code，不如花时间提升自己的问题拆解能力。

2. Qwen3.5-35B-A3B 在 SWE-bench 接近 Claude Opus

Reddit r/LocalLLaMA · Qwen3.5-35B-A3B hits 37.8% on SWE-bench Verified Hard — nearly matching Claude Opus 4.6 (4

分析：Qwen 系列在大模型评测榜单上持续进步，35B 版本在代码能力上追赶闭源模型。对于需要高性价比方案的开发者，Qwen 是一个值得关注的替代选项。

3. Qwen3.5-0.8B：小模型也能做大事

Reddit r/LocalLLaMA · Qwen3.5-0.8B - Who needs GPUs?

分析：0.8B 版本的 Qwen3.5 降低了本地部署的门槛，即使没有 GPU 也能运行。这对移动端应用和边缘计算场景具有吸引力，开发者可以探索在资源受限设备上运行 AI Agent 的可能性。

本周趋势 本地部署和 Agentic 编程依然是重点。Qwen 等开源模型在性能上不断逼近闭源模型，同时降低了部署成本和硬件要求。开发者应该关注如何在本地环境中充分利用这些模型，构建更灵活、更可控的 AI 应用。

今日噪音 别再关注那些“AI 颠覆 XX 行业”的空洞预测，不如研究一下 Qwen3.5 在你 MacBook 上能跑多快。

信息来源活跃度统计

今日总条目数: 103

Twitter/X 高活跃作者 (Top 10)

作者 条目数 链接
@dontbesilent 6 访问
@bozhou_ai 3 访问
@fkysly 2 访问
@mryao90 1 访问
@onenewbite 1 访问
@rork 1 访问
@jimmyhuli 1 访问
@dingyi 1 访问
@iammattx 1 访问
@guishou_56 1 访问

RSS/Reddit/GitHub 来源 (Top 10)

来源 条目数 链接
r/artificial 20 访问
r/MachineLearning 20 访问
r/LocalLLaMA 20 访问
AI 洞察日报 7 访问
github:ggerganov/llama.cpp 5 访问
📊 数据概览
推文总数
6
List: 6 + 书签: 25
关键词命中
2
共 52 个关键词
🛠️ 工具精选
16
AI 工具书签
🧠 方法精选
9
AI 方法书签
RSS 条目
7
命中 1 条
活跃作者
1
Top: @dontbesilent
📋 内容平铺 按匹配度+热度排序
推文 (X · AI Builders)
@dontbesilent · ❤️228 · 🔁26
很多人说：新手用 claude code，只需要掌握一件事，「把你想要的描述清楚，然后发给 claude code」就可以了 首先，这不是一件事，是两件事 第一件事是「说清楚」，这涉及分析哲学和逻辑哲学，可以筛掉 90% 的人 第二件事是「执行」，虽然看起来只是打字，然后发给 AI 就可以了，但是可能涉及阿德勒心
claude
1 命中
@dontbesilent · ❤️5 · 🔁0
MacBook Neo 就是能运行 claude code 的 iPad？
claude
1 命中
@dontbesilent · ❤️107 · 🔁0
我用 8G 内存 MacBook Air 做了两条千万播放视频
无命中
0 命中
@dontbesilent · ❤️87 · 🔁1
4 年 200 万 这是不是属于最廉洁的那一批了😂 https://t.co/a86VsRVssS
无命中
0 命中
@dontbesilent · ❤️49 · 🔁0
😂😂😂紧急撤回 https://t.co/rS3cZl26AL
无命中
0 命中
@dontbesilent · ❤️22 · 🔁1
人类自然语言表述不精确，一个典型例子就是：你在说话时没法发出标点符号 比如编程里写 var id : number = 3，既指定了 id 的值是 3，又声明了它是 number 类型 换到汉语语境，大概是：var 问题 : problem = 我饿了，这里的「问题」其实是 problem 而不是 question
无命中
0 命中
RSS（AI 洞察日报 + 其他）
AI 洞察日报 · rss · 2026/3/4
2026-03-04日刊 — 前往官网查看完整版 (ai.hubtoday.app) 产品与功能更新 OpenAI 发布 GPT-5.3 并大幅优化搜索。 阿里 上线 Qwen3.5 量化版以节省显存。 三星 S26 手机搭载主动
gptclaudeqwenopenaianthropic
5 命中

暂无内容

Reddit
r/LocalLLaMA · reddit · 2026/3/5
I'm running a Truman Show for an AI agent. It writes its own code, files its own bugs, and doesn't know you're watching. — <table> <tr><td> <a href="https://www
llamaai agentagent
3 命中
r/artificial · reddit · 2026/3/5
🚀 OllamaFX v0.5.0 ya disponible! — <!-- SC_OFF --><div class="md"><p>Ollama FX es una interfaz de escritorio Open Source para <strong>O
llamaragmultimodal
3 命中
r/LocalLLaMA · reddit · 2026/3/5
Qwen3.5 2B: Agentic coding without loops — <!-- SC_OFF --><div class="md"><p>I saw multiple posts of people complaining about bad behavior of Q
qwenagentagentic
3 命中
r/LocalLLaMA · reddit · 2026/3/5
microsoft/Phi-4-reasoning-vision-15B · Hugging Face — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1rku22h/microsoftphi4reasonin
llamahugging facereasoning
3 命中
r/artificial · reddit · 2026/3/4
Fireflies and Otter just launched MCP connectors for meeting data — here's the open-source one you can self-host — <!-- SC_OFF --><div class="md"><p>Fireflies j
claudeanthropicmcp
3 命中
r/LocalLLaMA · reddit · 2026/3/4
Qwen3.5-35B-A3B hits 37.8% on SWE-bench Verified Hard — nearly matching Claude Opus 4.6 (40%) with the right verification strategy — <table> <tr><td> <a href="h
claudellamaqwen
3 命中
r/LocalLLaMA · reddit · 2026/3/5
Massive speed gap with Qwen3.5-35B-A3B: 16 tok/s on LM Studio vs 40 tok/s on bare llama.cpp? — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/com
llamaqwen
2 命中
r/LocalLLaMA · reddit · 2026/3/5
Classing Amiga Boing demo... by my local Qwen3.5 — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1rku0d7/classing_amiga_boing_
llamaqwen
2 命中
r/LocalLLaMA · reddit · 2026/3/5
Qwen3 9B can run fine on android phones at q4_0 — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1rktgha/qwen3_9b_can_run_fine
llamaqwen
2 命中
r/LocalLLaMA · reddit · 2026/3/5
PSA: Humans are scary stupid — <!-- SC_OFF --><div class="md"><p>Apologies for the harsh post title but wanted to be evocative &amp
llamaqwen
2 命中
r/LocalLLaMA · reddit · 2026/3/4
Update on the Qwen shakeup. — &#32; submitted by &#32; <a href="https://www.reddit.com/user/johnnyApplePRNG"> /u/johnnyApplePRNG <
llamaqwen
2 命中
r/LocalLLaMA · reddit · 2026/3/4
Qwen3.5-0.8B - Who needs GPUs? — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1rkjsaj/qwen3508b_who_needs_g
llamaqwen
2 命中
r/artificial · reddit · 2026/3/4
The OpenClaw Meltdown: 9 CVEs, 2,200 Malicious Skills, and the Most Comprehensive Real-World Test of the OWASP Agentic Top 10 — &#32; submitted by &#32; <a href
agentagentic
2 命中
r/artificial · reddit · 2026/3/4
Emergence or training artifact? My AI agents independently built safety tools I never asked for. 28/170 builds over 3 weeks. — <!-- SC_OFF --><div class="md"><p
ai agentagent
2 命中
r/LocalLLaMA · reddit · 2026/3/4
If china stops releasing open source models, there's a way we can stay competitive with big tech? — <!-- SC_OFF --><div class="md"><p>Really after qwen news, I'
qwenopen source model
2 命中
r/artificial · reddit · 2026/3/4
What is your stack to maintain Knowledge base for your AI workflows? — <!-- SC_OFF --><div class="md"><p>I was wondering what to use to streamline all my md fil
claudeworkflow
2 命中
r/LocalLLaMA · reddit · 2026/3/4
Qwen 3.5 4b is so good, that it can vibe code a fully working OS web app in one go. — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1rk
llamaqwen
2 命中
r/MachineLearning · reddit · 2026/3/4
[D] Quantified analysis of 2,218 Gary Marcus claims - two independent LLM pipelines, scored against evidence — <!-- SC_OFF --><div class="md"><p>Built a dataset
llmclaude
2 命中
r/LocalLLaMA · reddit · 2026/3/5
YuanLabAI/Yuan3.0-Ultra • Huggingface — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1rl0bvq/yuanlabaiyuan30ultra_
llama
1 命中
r/LocalLLaMA · reddit · 2026/3/5
We could be hours (or less than a week) away from true NVFP4 support in Llama.cpp GGUF format 👀 — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA
llama
1 命中
r/artificial · reddit · 2026/3/5
Nvidia’s Jensen Huang Rules Out $100 Billion OpenAI Investment — <table> <tr><td> <a href="https://www.reddit.com/r/artificial/comments/1rkw3i9/nvidias_jensen_h
openai
1 命中
r/LocalLLaMA · reddit · 2026/3/5
Junyang Lin Leaves Qwen + Takeaways from Today’s Internal Restructuring Meeting — <!-- SC_OFF --><div class="md"><p>Cross post from: <a href="https://www.reddit
qwen
1 命中
r/LocalLLaMA · reddit · 2026/3/5
All the LM solutions on SWE-bench are bloated compared to humans — <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1rkrbqo/all_the_lm_sol
llama
1 命中
r/artificial · reddit · 2026/3/4
OpenAI looking at contract with NATO, source says — <table> <tr><td> <a href="https://www.reddit.com/r/artificial/comments/1rkm1it/openai_looking_at_con
openai
1 命中
r/artificial · reddit · 2026/3/4
What's Next for Qwen After Junyang Lin's Departure? — <!-- SC_OFF --><div class="md"><p>Junyang Lin, the technical lead and public face of Alibaba's Qwen
qwen
1 命中
r/artificial · reddit · 2026/3/5
When should AI recommend a decision vs make one? — <!-- SC_OFF --><div class="md"><p>One of the things I’ve been thinking about with AI systems is the
无命中
0 命中
r/LocalLLaMA · reddit · 2026/3/5
Deal alert: Lenovo RTX Pro 5000 Desktop — <!-- SC_OFF --><div class="md"><p>There’s a 19% off discount on the Lenovo Thinkstation P3 Tower gen
无命中
0 命中
r/MachineLearning · reddit · 2026/3/5
[D] Intel Core Ultra 7 265K vs AMD Ryzen 7 7800X3D Which one is better for ML? — <!-- SC_OFF --><div class="md"><p>I am building a new PC for a mix of gaming an
无命中
0 命中
r/LocalLLaMA · reddit · 2026/3/4
New paper released by WizardLM — <!-- SC_OFF --><div class="md"><p>WizardLM released a new paper seven hours ago titled: "Beyond Leng
无命中
0 命中
r/MachineLearning · reddit · 2026/3/4
[R] IJCAI-ECAI'26 Summary Rejects status — <!-- SC_OFF --><div class="md"><p>Hi, is there any update regarding summary rejects ? Deadline is Ma
无命中
0 命中
r/artificial · reddit · 2026/3/4
AI-Generated Trips, the future of psychedelic therapy or more "AI slop"? — <table> <tr><td> <a href="https://www.reddit.com/r/artificial/comments/1rkhxjk/aigene
无命中
0 命中
r/MachineLearning · reddit · 2026/3/4
[R] GFlowsNets for accelerating ray tracing for radio propagation modeling — <table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1rkgn8y
无命中
0 命中
r/MachineLearning · reddit · 2026/3/4
[P] I open-sourced a synth framework for creating physics-simulated humanoids in Unity with MuJoCo -- train them with on-device RL and interact in VR — <!-- SC_
无命中
0 命中
GitHub Releases
github:ggerganov/llama.cpp · github_release · 2026/3/4
b8197 — ggml : use a simple std::thread in AMX without OpenMP (#20074) Disabling OpenMP generally provides b
inferencebenchmark
2 命中
github:ggerganov/llama.cpp · github_release · 2026/3/5
b8200 — Add concat op to webgpu. (#20068) **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/
llama
1 命中
github:ggerganov/llama.cpp · github_release · 2026/3/5
b8201 — [WebGPU] Fix wait logic for inflight jobs (#20096) * Enable tmate debugging for investigating thread
llama
1 命中
github:ggerganov/llama.cpp · github_release · 2026/3/4
b8198 — ggml: fix ggml_is_contiguous_n for ne == 1 (#20092) **macOS/iOS:** - [macOS Apple Silicon (arm64)](h
llama
1 命中
github:ggerganov/llama.cpp · github_release · 2026/3/4
b8196 — impl : use 6 digits for tensor dims (#20094) Many models have vocabulary sizes, and thus tensor shap
llama
1 命中
👤 活跃作者排行
1
@dontbesilent
6 条 · ❤️498 · 🔁28