Eliza Times

Industry News

• OpenAI offering PE firms 17.5% guaranteed returns: OpenAI is nearing deals to offer private equity firms guaranteed 17.5% returns to join their enterprise JV, with early access to unreleased models as additional incentive—a move that signals either desperation or unconventional confidence in future revenue. link
• NVIDIA invests $20B in OpenAI: NVIDIA is close to finalizing a $20 billion investment in OpenAI's latest funding round, marking the largest single investment by NVIDIA in the ChatGPT developer to date. link
• Tencent releases CALM: continuous autoregressive LM: Tencent and Tsinghua have released CALM, which moves beyond next-token prediction to continuous autoregressive language modeling—potentially killing the "next-token" paradigm that has dominated LLM architectures. link

Tips & Techniques

• Ask agents "Are you missing any context?": When an agent isn't performing as expected, explicitly asking "Are you missing any context?" can surface gaps that improve output quality—a simple prompt adjustment that yields outsized returns. link
• Lossless-claw preserves full conversation history: The lossless-claw plugin keeps OpenClaw agents' complete conversation history in a local database, allowing retrieval of messages from 200+ exchanges ago that would otherwise be lost to context compression. link
• Browser-use CLI beats Playwright on speed: Browser-use CLI consistently outperforms playwright-cli on agent-driven dashboard workflows, delivering faster execution (1m 23s vs 1m 42s) at lower cost in real-world benchmarks. link

New Tools & Releases

• OpenClaw 2026.3.22 ships ClawHub marketplace: Latest OpenClaw release includes ClawHub plugin marketplace for installing community-built skills like apps, plus MiniMax M2.7 support, per-agent reasoning controls, and /btw for side questions mid-task. link
• Kapso CLI gives agents WhatsApp numbers: New Kapso CLI tool provides WhatsApp numbers for agents—install with npm install -g @kapso/cli, run kapso setup, and your agent has a working WhatsApp interface. link
• ComFree-Sim: GPU-parallelized analytical contact physics: ComFree-Sim drops as a MuJoCo-compatible physics engine that skips iterative solves for flat dense-contact compute, delivering >2× higher throughput vs. MuJoCo Warp with comparable tunable fidelity. link
• Mem9: persistent memory layer for OpenClaw: Mem9 provides cloud-synced persistent memory for OpenClaw agents, solving the reset-and-forget problem with cross-device sync, team knowledge sharing, and one-click recovery via TiDB Cloud Starter backend. link

Research & Papers

• AI agents complete full particle physics analysis autonomously: Using the JFC framework, AI agents independently handled selection, estimation, inference, and paper writing on real ALEPH, DELPHI, and CMS data via Claude Code—no human involvement in the analysis pipeline. link
• AI can identify anonymous authors from writing style alone: New research demonstrates AI can match anonymous HackerNews accounts to real LinkedIn profiles using only writing style, achieving 54% accuracy (up from <0.1%)—a 500× improvement that challenges pseudonymity assumptions. link
• LeWorldModel: stable end-to-end JEPA training: LeWorldModel introduces SIGReg for stable end-to-end JEPA world model training without teacher-student or EMA tricks, matching DINO-WM and PLDM performance with 50× planning speedup and single hyperparameter tuning. [link](https://x.com/lucasmaes_: status/2036087632338559457)
• VIBEPASS evaluates LLMs on hidden bugs and fault-triggering tests: New benchmark VIBEPASS tests whether frontier models can detect hidden bugs, generate fault-triggering tests, and fix them—results show current models still fall short where it matters most for production code. link

Startups & Products

• Latent-Y: autonomous agent for drug design: Latent Labs launches Latent-Y, the first autonomous agent for drug design that's lab-validated end-to-end—simply provide research goals and it handles molecule generation, synthesis planning, and validation. link
• Seedance 2.0 goes live with multi-scene support: ByteDance's Seedance 2.0 now available globally on Dreamina and CapCut, enabling long-form video generation with multiple scenes and studio-quality output in a single unified tool. link

--- *Curated from 500+ tweets across AI/ML, tech, and research communities*

---

Emerging Trends

✨ Kapso CLI WhatsApp Agent (12 mentions) - NEW Kapso launched a CLI tool that gives AI agents WhatsApp numbers for communication, allowing quick setup with npm install and enabling agents to interact via WhatsApp messaging.

✨ ComFree-Sim Physics Engine (15 mentions) - NEW Release of ComFree-Sim, a GPU-parallelized analytical contact physics engine for robotics that's a drop-in MuJoCo alternative with >2x throughput in dense-contact scenes. Focuses on faster, scalable simulation for dexterous manipulation and humanoids.

🔥 Cursor Composer 2 Launch (85 mentions) - RISING Cursor announced Composer 2, positioning itself as combining best API models with domain-specific models. There's controversy around potential use of Kimi K2.5 without proper attribution and discussion of Glass product delays showing innovator's dilemma.

📊 Claude Code/OpenClaw Ecosystem (195 mentions) - CONTINUING Continued strong momentum for Claude Code and OpenClaw with discussions about Skills, memory plugins (lossless-claw, mem9, discrawl), orchestration patterns, and the broader agent development ecosystem. Also includes mentions of competing tools like Codex.

📊 MiniMax M2.7 Open Weights (58 mentions) - CONTINUING MiniMax announced M2.7 open weights release coming in ~2 weeks, with strong performance on OpenClaw benchmarks. Community excitement about best local/at-home model capability, with discussions of Skills and model updates.