harrison

zeroshadow

[tanuki42 @tanuki42_]

Big shout out @DefectAnalysis - this for sure helped save people a lot of money 🤝

[harrison @DefectAnalysis]

@banteg was going to help burn compute on this but openai nerfed usage

[harrison @DefectAnalysis]

@IDrawCharts @TCK_JRubano All models? I’d agree for opus and sonnet (F tier) but fable is quite good

[harrison @DefectAnalysis]

@IDrawCharts Without building stupid shit probably 400m a day

[harrison @DefectAnalysis]

@IDrawCharts 1-1.5 on codex and another 100-200m on local model server as implementor/testing

[harrison @DefectAnalysis]

@banteg Thoughts on qwen 3.8 27b? Was thinking of a headless box with a r9700 works on m4 max but a bit too demanding on 36gb ram with anything else running

[Stani @StaniKulechov]

Not a good take.

DeFi infra today is materially more resilient than in prior cycles (partially also thanks to AI).

Also DeFi has improved across the board over the years:

- better risk engines + lending market structures
- formal verification, audits, bug bounties
- better cap management, oracle improvements
- automated monitoring and security operations inc. circuit breakers
- far better tooling for smart contract security (including AI-assisted analysis)

Ironically, a lot of the remaining attack surface now comes from web2-type opsec, which is why many DeFi teams are investing heavily into better processes (inc. SOC2-based), infra hardening, and internal controls.

DeFi is constantly evolving, but pretending the industry hasn’t matured significantly or that AI is only a net negative for DeFi security is simply not true. The same AI capabilities attackers use are also increasingly used by security researchers, auditors, and whitehats to strengthen protocols.

DeFi Will Win.

[harrison @DefectAnalysis]

@westonnelson @PopPunkOnChain @deeberiroz @OmniFDN There are literal merkle drop YouTube guides lmao

[harrison @DefectAnalysis]

@Budgetdog_ @401k_Maxi Reword your tweet as “Imagine selling a course as your only hope for wealth”

[harrison @DefectAnalysis]

@toly @RyanSAdams Hot take: not many people care about decentralization.

If you could run a node for free, no one would still do it.

The next lnflow of people into web3 do not care either

[harrison @DefectAnalysis]

@bytes032 Time.

Client wants code done in x time but it needs more time to be looked at. Some codebases are too complex to be done in short time frames

[harrison @DefectAnalysis]

Dedaub is the best tool of 2022/23 @dedaub thank you

[harrison @DefectAnalysis]

@Tree_of_Alpha

[harrison @DefectAnalysis]

@Blockanalia Lmfao