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zmanian

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@zmanian

Milky Way Galaxy, Lanikea zaki.manian.org Joined August 2007
20K Following 49K Followers 89K Posts

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zmanian Verified account @zmanian
IDK how the cybersecurity apocalypse has been treating you.

I've been dealing with a unending set of POCs and bug bounty reports while trying to avoid getting pwned.

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📅 Nov 12
⏰ 10am PT

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zmanian Verified account @zmanian
Come try your agents direct weight editing capabilities
Illia (root.near) (🇺🇦, ⋈) Verified account @ilblackdragon 3d
Releasing Delta League: edit LLM weights for benchmarking and glory! Join at deltaleague(.)ai

Earlier this week, the idea of editing weights directly with an LLM got a lot of attention —
but it was shunted by limitations in the demonstrated approach.

Delta League is an open competition for everyone to submit deltas to model weights and get them scored on a hidden test set. Auto-research and hillclimb to make smaller models more performant.

The broader vision for Delta League is creating a platform for open AI research. Beyond just editing weights, this approach offers verifiable evaluation and an open collaborative space for everyone to continue improving Pareto of open source models.

In the coming days, we will extend this platform to support editing model architectures beyond just weights and custom evaluation sets to understand how models perform in specific domains and for businesses.
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zmanian Verified account @zmanian
It's not great that we are still seeing material migration events on the last day....

Argos is helping.
Shielded Flow🛡️ⓩ Verified account @ShieldedFlow 3d
𝗝𝗨𝗦𝗧 𝗜𝗡: 🚨 UNSHIELDING ALERT 🚨

📉 A wallet just unshielded 27.68 ZEC ($36K) from the Sprout pool

🔗 Txn Hash: a719f58c476792e35d7f7b67d88d0583a790a376d5e799fcb3e6030b865b840b

🛡 Total shielded ZEC across all pools: 4,979,111.80 ZEC ($6.49B)
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