In 1976 a fund launched with just over 11 million dollars after its manager had asked investors for at least 50 million. Wall Street called the idea un-American. A trade journal called it a fad that would not survive the decade. 50 years later, 10,000 dollars put into that fund on day one would be worth about 2 million dollars today.
Its founder is John Bogle. He started Vanguard in 1974 and launched the First Index Investment Trust on August 31, 1976, the first index fund open to individual investors. Rivals nicknamed it Bogle's Folly. For the next 40 years he argued in interviews and speeches that the fee nobody looks at costs more, over time, than the stock picks everybody obsesses over.
It is the same math as the savings rate table above, just on the cost side. A percentage point skimmed off every year compounds against you exactly like a percentage point saved compounds for you. Index funds built on Bogle's model now hold trillions of dollars in the United States alone. The bet that boring, cheap and unwatched beats exciting, expensive and actively managed took 50 years to prove itself, and it is still running.
this is f*cking gold
A group of Chinese students from Stanford University published an architecture where an agent saying "done" means nothing. only evidence can mark a task complete.
three layers:
> graph engineering controls states and transitions. no verification evidence, no transition.
> loop engineering owns failure: diagnose, repair, retry, re-verify. up to 20 attempts under hard time, token, cost and tool budgets.
> the zero-trust harness authorizes every action, isolates execution and writes audit evidence for every path.
they tested it across 3,360 executions.
verified completion: 56.4% -> 95.0%
recovery success: 51.0% -> 93.1%
evidence-gated execution: 100%
unauthorized capability denial: 140/140
bounded termination: 100%
even when the model fails, the framework never lets an unsupported success through.
models decide how well.
the harness decides whether.
Indonesia Terbuka bagi Semua: Menteri Pertahanan RI Sjafrie Sjamsoeddin menegaskan keterbukaan Indonesia kepada semua negara dalam kunjungannya ke Beijing untuk menemui Wakil Ketua CMC Jenderal Zhang Shengmin.
MAA KE PUNYA SE JAGAT BANA HAI
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MAA MAMTA KA EK KALASH HAI
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TERI SADA HI JAI HO JAI MATA DI 🙏🪷
Sebanyak 400 personel TNI AL disiapkan untuk mengawaki KRI Sriwijaya, yang sebelumnya bernama Giuseppe Garibaldi. Dari jumlah tersebut, 100 personel telah berada di kapal, sementara 300 lainnya telah menjalani pelatihan khusus.
https://t.co/dpA4fywF7v
Indonesia resmi akan mengoperasikan kapal induk pertamanya. Sebanyak 400 prajurit TNI AL telah disiapkan untuk mengawaki armada baru ini.
https://t.co/5YZBvj21ut
MATA PREM BANAYE RAKHNA🙌
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JAI MATA ADISHAKTI ⚜️🙏 @grok
Menhan Sjafrie Sjamsoeddin menegaskan posisi Indonesia yang terbuka dalam memperkuat kerja sama pertahanan. Saat bertemu dengan petinggi militer China di Beijing, beliau menyampaikan pentingnya menjaga stabilitas dan kemitraan strategis di kawasan
https://t.co/AeF67ubp5k
@putriihappyy Penting juga kalau pertahanan di Beijing fokus ke diplomasi, bukan cuma senjata. Jadi Indonesia punya ruang lebih luas untuk bernegosiasi.
The №1 open source frontend model still needs more than a good prompt to ship real products:
the missing layer is the frontend harness
the formula:
Kimi K3 Harness = Spec + Context + Generation + Browser Loop + Verification
6% -> write the specification. define the page, user flow, constraints, visual references and acceptance criteria before generating code.
24% -> load the right context. give Kimi K3 your design system, existing components, file structure and examples of approved interfaces.
47% -> generate in small controlled changes. one component, one route or one interaction at a time. every iteration updates the same working state.
78% -> connect the browser loop: build -> render -> inspect -> capture errors -> revise. Kimi K3 sees what actually happened instead of assuming the interface works.
100% -> verify before shipping. responsive checks, interaction tests, console errors and visual comparison decide whether the frontend is finished or returned into the loop.
Kimi K3 writes the interface. The harness keeps the model aligned, gives it feedback and turns raw generations into production-ready frontend.
One prompt can generate a page.
A reliable harness can generate, inspect, repair and verify an entire product.
the full Kimi K3 Harness Guide is below ↓
Dorong akuntabilitas pertahanan! Menhan Sjafrie Sjamsoeddin minta BPKP makin berani dan tegas hadapi tantangan dalam pengawasan anggaran negara.
https://t.co/aBOQio9lxY