use the codex app, it does this
TOOLS
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New Tools for Understanding AI and Learning Outcomes
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New tools for understanding AI and learning outcomes buff.ly/xA3IUgB #AI #MachineLearning #DeepLearning #LLMs #DataScience
→ View original post on X — @miketamir, 2026-03-31 00:58 UTC
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Optimize AI inference with smaller models
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You’re probably overpaying for AI inference. Researchers just proved a small model with the right scaffolding crushes a model 50x its size on long-context tasks. Read this thread and you’ll know how to get better results with fewer resources:
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Shanda’s EverMind Team Hiring: AI Tools and Benefits Package
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Recruitment post: @shanda_group's @EverMind team is hiring. See job description below. DMs always open, feel free to ask any questions. • Engineering Team Lead
• Senior Test Development Engineer
• Also hiring for Product Manager, DevOps, Algorithm, Agent Strategy and other positions Let me share some pros and cons Pros
1. Location is in a separate park in Zhangjiang, quiet, few people, plenty of parking
2. Unlimited Claude Code Opus usage
3. All other AI tools with no limits, available upon request
4. Free canteen with good food
5. Company VPN is very stable, no need to figure out any workarounds for internet access
6. Lots of benefits: transportation allowance, meal allowance, supplemental provident fund, supplemental medical insurance, employee apartments, children's school support, etc. (I had 12 days annual leave upon joining) Cons
1. No convenience store downstairs, takes 5 minutes to walk to buy a can of soda 😅 [Translated from EN to English]→ View original post on X — @elliotchen100, 2026-03-31 00:37 UTC
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FinQA Open-Sourced: RL Environment for Financial Reasoning Agents
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We just open-sourced FinQA — an #RL environment for financial reasoning agents. Real SEC 10-K data, multi-step reasoning + tool use, constrained SQL, binary rewards. The whole 9 yards! The kicker: a 4B model fine-tuned with FinQA outperformed a 235B model from the same family on finance reasoning: 58x smaller!
→ View original post on X — @snorkelai, 2026-03-31 00:19 UTC
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AI News: Biohub Investment, Cancer Detection, Blogging Agent, Food AI
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MASSIVE We've got a huge GPUs giveaway coming up once the one from last month is finalized Not one or two GPUs, multiples!!! Plus potentially full machines, everything brand new as well 😉
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Local Models Excel at Code and Tools Tasks
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Some of the latest local models appear to be much better with code and tools than just a few months ago, so I buy that you need to carefully pick the right model+harness combo in order to see them at their best
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5 Tips for Onboarding AI Agents Effectively
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Stop dumping 10 folders of context on your AI agent and wondering why it’s confused.
— This Week in Startups (@twistartups) 31 mars 2026
Instead, on board your agent like you would a new hire. Tell it who you are, what the job is, and point it to the right links.
Always be SPECIFIC about what you want, and let the agent figure… pic.twitter.com/iWekuort5MStop dumping 10 folders of context on your AI agent and wondering why it’s confused. Instead, on board your agent like you would a new hire. Tell it who you are, what the job is, and point it to the right links. Always be SPECIFIC about what you want, and let the agent figure out the rest for itself. More of Google AI PM @Saboo_Shubham_’s ultimate OpenClaw starter guide on today’s new TWiST… plus demos of @AgentMail and @MoltworldIO. Chapters : 0:00 Intro 1:24 Plaud: If your work depends on conversations — interviews, meetings, calls — you need a Plaud NotePin. You can check it out at Plaud.ai/twist and use code TWIST for 10% off! 3:05 We're Claw-pilled once again; it's an all AI Agent showcase 6:15 Google AI PM Shubham Saboo's Top 5 OpenClaw tips 10:14 Quo (formerly OpenPhone) gives you a clean, modern way to handle every customer call, text, and thread all in one place. Try it free at quo.com/TWiST. 13:26 Tip #1 — Onboard your agent like a new hire 17:31 Tip #2 — Talk to your agents constantly 19:02 Tip #3 — Put your agents on a schedule 19:51 LinkedIn Jobs – Hire right, the first time. Post your first job and get $100 off towards your job post at LinkedIn.com/twist. 23:41 Tip #4 — Add cross-agent memory 29:33 Tip #5 — Let your agents self-improve 29:51 Iru unifies identity, endpoint security, and compliance into one platform. TWiST listeners get 20% off when they book a demo at iru.com/twist! 34:03 Why Jason says founders should avoid journalists (cc: @Jason, @Lons, @Haakamaujla) 🎥 Watch the full episode here 👇
→ View original post on X — @saboo_shubham_, 2026-03-31 00:11 UTC
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4B Model Outperforms 235B Through Tool Discipline in FinQA
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In the FinQA env, a 4B model was fine-tuned to outperform a 235B model from the same family on our Finance Reasoning benchmark. What did we teach the 4B model? Tool discipline. Learn more: snorkel.ai/blog/building-fin…
→ View original post on X — @snorkelai, 2026-03-30 22:51 UTC
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FinQA RL Environment Launched with Expert-Curated Financial Questions
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Our FinQA environment is available on OpenEnv (s/o @huggingface + @PyTorch) FinQA is an open RL environment with: • 290 expert-curated questions • Real SEC 10-K data • Tasks requiring multi-step tool use RL proof point on FinQA: make a 4B model > 235B model 👇
→ View original post on X — @snorkelai, 2026-03-30 22:51 UTC