Yes, I'd recommend using TRL or Unsloth
CODE
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Document Pre-Validation Impact on AI Accuracy
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What would happen to your AI accuracy if every document was pre-validated against your business rules? @IIoT_World @CRudinschi @agentic_factory @bzarkout @YarmolukDan @3BodyProblem
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OpenAI Transforms Mac Codex App Into Unified AI Superapp Platform
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OpenAI is transforming its Mac Codex app into a unified, general-purpose AI platform ("Superapp") that combines chat, agent workflows, multimodal capabilities, and flexible model control into a single, more user-friendly interface. Probabaly thats what the OAI folks are refereing to lately Chetaslua (@chetaslua) 🚨 OpenAI is quietly turning the Mac Codex app into an all-in-one platform Chat + Codex + OpenClaw, all under one roof. > Foundation for rendering and reading images + video > Heartbeat system (like OpenClaw) > Model and thinking mode selection per task (like an OpenClaw agent manager) > UI changes to make Codex less "for coders" and more universal They're using the Codex app as the base and building everything on top of it. (h/t @MsRFlorida for the breakdown) — https://nitter.net/chetaslua/status/2042325786120822931#m
→ View original post on X — @kimmonismus, 2026-04-10 13:03 UTC
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Eliminating Polling in Agent Loops Improves Development
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Moving away from polling in the agent loop is huge. Finally a way to stop babysitting dev servers haha, will play around with it!
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Claude Code and Coworking Usage Scaling at Towards AI
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That cap moved fast! We push Claude Code and cowork usage to the max at Towards AI and it's still hard to burn $250k without just paying for retries haha
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Open Source Speed: Anthropic Strategy Implemented in 24 Hours
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Speed of open source! Anthropic adds advisor strategy yesterday -> Emanuele adds an implementation as middleware less than 24 hours later!
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Drift Detection Prevents Production Model Failures
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Glad it resonated, the drift detection catches breaks before production which is critical
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Advanced Document Extraction with AI Transforms Data Processing
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Document extraction will never be the same! Traditional document extraction pipelines break on long and complex documents. You process a 100-page contract. Split it into chunks. Extract data from each chunk separately. Stitch the results back together manually. A table spanning
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AB PM-JAY Auto Adjudication Hackathon: AI Healthcare Claims Processing
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The future of healthcare is intelligent, automated, and efficient and it begins with transforming how claims are processed. The AB PM-JAY Auto Adjudication Hackathon is calling innovators to build open, interoperable, India-hosted AI solutions across: Document classification
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Paper2code: Automating Code Implementation from Research Papers
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You can now turn any research paper into working code in minutes.
— AlphaSignal AI (@AlphaSignalAI) 10 avril 2026
Paper2code is an open-source Claude Code skill.
Give it any arxiv paper, and it produces a working implementation.
Every single line traces back to the exact section and equation it came from.
Before writing… pic.twitter.com/ZgcZVyOSzPYou can now turn any research paper into working code in minutes. Paper2code is an open-source Claude Code skill. Give it any arxiv paper, and it produces a working implementation. Every single line traces back to the exact section and equation it came from. Before writing