Prism
Self-hosted AI that reads the internet so you don't have to.
Running 24/7 on a Mac Studio. 81 sources,
760 signals/week, $0 in LLM API fees.
4247 /wk
原始条目 · items ingested
760 /wk
LLM 提炼信号 · signals distilled
142
自主决策 · autonomous decisions /30d
$15.96 →
$0
/ week
同样工作量（约 2.3M tokens/周）在 Claude Sonnet 4.5 上
每年要 ~$832.0。
Prism 全部跑在本地 omlx，LLM 成本 $0，数据不出设备。
Active sources · 来源分布
x 46
youtube 10
xiaoyuzhou 10
youtube_home 2
x_home 1
producthunt 1
model_economics 1
hn_search 1
hackernews 1
github_trending 1
github_releases 1
github_home 1
git_practice 1
follow_builders 1
course 1
claude_sessions 1
arxiv 1
Top signals this week · 本周高价值信号
★★★★★
OpenAI models coming to Amazon Bedrock: Interview with OpenAI and AWS CEOs
source ↗
OpenAI 模型将正式集成至 Amazon Bedrock 云服务平台。
Why it matters: 改变云服务 AI 竞争格局，强化 AWS 生态竞争力。
strategic · merged 1 item · 2026-04-29
★★★★★
GitHub RCE Vulnerability: CVE-2026-3854 Breakdown
source ↗
GitHub 远程代码执行漏洞 (CVE-2026-3854) 的技术深度解析。
Why it matters: GitHub 核心平台存在 RCE 漏洞，直接威胁软件供应链安全。
actionable · merged 1 item · 2026-04-29
★★★★★
@sama: we have updated our partnership with microsoft. microsoft will remain our prima
source ↗
OpenAI 更新与微软合作，维持微软为首选云伙伴，但支持多云部署，合作期至 2032 年。
Why it matters: 标志着 OpenAI 转向多云策略，提升了生态灵活性与市场竞争力。
strategic · merged 1 item · 2026-04-28
★★★★★
@petergyang: My top 5 takeaways from @tibo_maker, a solo AI founder who's making $1M+ a month
source ↗
月入百万美元 AI 独立开发者的 5 个实操经验：首日收费、随需求转型、高客单价、低流失率及 SEO 策略。
Why it matters: 为 AI SaaS 创业者提供从定价到增长的具体实操指南。
actionable · merged 1 item · 2026-04-28
★★★★★
China's DeepSeek prices new V4 AI model at 97% below OpenAI's GPT-5.5
source ↗
DeepSeek V4 模型定价仅为 OpenAI GPT-5.5 的 3%，极具价格竞争力。
Why it matters: 极低定价将颠覆 AI 模型市场竞争格局与成本结构。
strategic · merged 1 item · 2026-04-28
★★★★★
China orders Meta to unwind $2B buy of AI startup Manus
source ↗
中国要求 Meta 撤回对 AI 初创公司 Manus 的 20 亿美元收购。
Why it matters: 预示中外 AI 领域跨境并购监管风险显著增加。
strategic · merged 1 item · 2026-04-27
★★★★★
Andrej Karpathy: How I use LLMs [video]
source ↗
Andrej Karpathy 分享其使用大语言模型（LLM）的具体方法与工作流。
Why it matters: 顶级 AI 专家实战工作流的深度参考。
actionable · merged 1 item · 2026-04-27
★★★★★
Sawe becomes first athlete to run a sub-two-hour marathon in a competitive race
source ↗
Sabastian Sawe 在正式比赛中首次实现马拉松破两小时的历史性突破。
Why it matters: 标志着人类生理极限的重大突破与竞技体育新纪元的开启。
strategic · merged 1 item · 2026-04-27
★★★★★
@sama: GPT-5.5 and GPT-5.5 Pro are now available in the API!
source ↗
OpenAI 正式通过 API 提供 GPT-5.5 及 Pro 版本。
Why it matters: 模型迭代将直接改变开发者应用能力与行业技术基准。
actionable · merged 1 item · 2026-04-25
DeepSeek 发布 V4 模型及其 API 文档，并在 HuggingFace 提供相关资源。
Why it matters: 核心大模型迭代，直接影响开发者工具链与行业竞争格局。
strategic · merged 1 item · 2026-04-25
Recent autonomous decisions
· 系统正在自我调整 · full log →
04-28 22:00
x_follow_scan
scanned, +0 new, 0 orphan, 0 truncated
04-27 22:00
x_follow_scan
scanned, +0 new, 0 orphan, 0 truncated
04-26 22:00
x_follow_scan
scanned, +0 new, 0 orphan, 0 truncated
04-25 22:00
x_follow_scan
scanned, +0 new, 0 orphan, 0 truncated
04-24 22:00
x_follow_scan
scanned, +0 new, 0 orphan, 0 truncated
04-23 22:00
x_follow_scan
scanned, +0 new, 0 orphan, 0 truncated
04-22 23:03
adjust_source_weight
hn:search: 0.40 -> 0.20, win_rate=0.00
04-22 22:00
x_follow_scan
scanned, +0 new, 0 orphan, 0 truncated
04-21 22:19
adjust_source_weight
hn:search: 0.60 -> 0.40, win_rate=0.00
04-21 22:00
x_follow_scan
scanned, +0 new, 0 orphan, 0 truncated
04-20 22:00
x_follow_blocked
bird exited 1: (node:53252) [UNDICI-EHPA] Warning: EnvHttpProxyAgent is experimental, expect them to change at any time. | (Use `node --trace-warnings ...` to show where the warning was created) | [err] Failed to fetch following: HTTP 503:
04-20 12:37
x_follow_blocked
bird exited 1: [err] Failed to get current user: fetch failed
How it works · pipeline
sources.yaml
│ 136 × {x, youtube, xiaoyuzhou, reddit, arxiv, github, …}
▼
[sync] fetch raw items
│
▼
[cluster] dedup + semantic grouping
│
▼
[analyze] local LLM → summary · why · strength · tags
│
▼
[pairwise] Bradley-Terry + your 1-bit choices → preference model
│
▼
[decision] adjust source weights · pick new sources · flag anomalies
│ (everything logged to decision_log for auditability)
▼
signals → /feed · /briefing · /showcase