Input Output Group

@IOGroup · Global · joined 16 Feb 2015

A Web3 venture studio Cascading Disruption. We build research-based products, foster frontier tech, and invest in projects that empower communities globally.

276 836Followers

433Following

19 268Posts total

70.9KViews on collected posts

Latest posts

Input Output Group@IOGroup11 Sep

In this week’s development report: Hydra 2.4.1 is released – everyone using prior releases is encouraged to upgrade. DevX cardano-init open beta ships, the first Plu-stan stable release is out, and Leios prototype is significantly improved. See the full report for more details: 8K views · 157 likes · 29 reposts · 5 replies Open on X →

Input Output Group@IOGroup9 Sep

📼 Missed our data availability (DA) technical workshop? Catch the full recording from our latest Cardano Vision 26 (CV26) session with Input Output Research (IOR). Watch it here 👇 https://t.co/yvmms6mgdd

61:06

7.6K views · 83 likes · 7 reposts · 2 replies Open on X →

Input Output Group@IOGroup8 Sep

AI agents can trade at machine speed. Risk controls need to keep up. Policy Vaults on @MidnightNtwrk could enforce limits before execution and produce ZK proofs of compliance without exposing the strategy. Private, verifiable guardrails for agentic finance. 8.7K views · 163 likes · 31 reposts · 6 replies Open on X →

Input Output Group@IOGroup8 Sep

AI trading doesn’t have to mean choosing between autonomy and control. With Midnight, Policy Vaults could give AI agents predefined risk limits that are enforced in real time, while ZK proofs make compliance verifiable without exposing proprietary trading strategies. We break 20.6K views · 379 likes · 78 reposts · 12 replies Open on X →

Input Output Group@IOGroup7 Sep

@IOGroup @lace_io @CryptoWendyO @jasonappleton Dry dead personalities can’t help our ecosystem grow. These washed out ass KOL grifters yall paying are making the ecosystem look worse 129 views · 1 likes · 0 reposts · 0 replies Open on X →

Input Output Group@IOGroup7 Sep

@lace_io @CryptoWendyO @jasonappleton Watch the full interview to learn more: https://t.co/7xLWGKJW9K 1.7K views · 15 likes · 4 reposts · 0 replies Open on X →

Input Output Group@IOGroup7 Sep

Will AI chatbots revolutionize Cardano wallets, or do they pose too much of an OpSec risk? Nate Strang from @lace_io joins hosts @cryptowendyo & @jasonappleton on Block//45 to debate AI integration in crypto wallets. 🧵 https://t.co/V8rnAUrGKm

0:49

13.8K views · 115 likes · 19 reposts · 5 replies Open on X →

Input Output Group@IOGroup1 Sep

There’s a new episode of Block//45! @cryptowendyo and @jasonappleton sit down with Nate Strang, Product Manager at @lace_io, to discuss Lace Carbon, coming at the end of September. A new look, feel & design language, first introduced as a preview experience for community https:

0:46

10.4K views · 120 likes · 21 reposts · 8 replies Open on X →

Against accounts of the same size

8 posts from the last 90 days, next to the 100K–1M follower range. shown far beyond its own audience, and the audience reacts.

Median views8 347this account5 983median for 100K–1M

Reach, %3.02%this account1.49%median for 100K–1M

Engagement, %1.33%this account0.93%median for 100K–1M

Metric	This account	Median for 100K–1M	Ratio
Median views per post	8 347	5 983	1.40×
Reach (views ÷ followers)	3.02%	1.49%	2.02×
Engagement rate	1.33%	0.93%	1.44×

Others in this range → Compare with another account → How these benchmarks are built →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

10.4K1 Sep

13.8K7 Sep

1.7K

129

20.6K8 Sep

8.7K

7.6K9 Sep

8K11 Sep

Last 8 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

1.45%1 Sep

1.02%7 Sep

1.09%

0.78%

2.28%8 Sep

2.30%

1.22%9 Sep

2.39%11 Sep

Reactions — likes, reposts, replies and quotes — divided by views. Median for 100K–1M accounts is 0.93%.

What the audience does

Likes80.0%1 033 in total

Reposts14.6%189 in total

Replies2.9%38 in total

Quotes0.3%4 in total

Bookmarks2.1%27 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.

Latest posts

Against accounts of the same size

Growth & engagement

Views per post

Engagement rate per post

What the audience does

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