2077AI

2077AI’s 2026 Campus Info Session kicked off at Rice University! 🦉 Around 30 students showed up mid-semester to dive into 2077AI. Huge shoutout to our ambassador Blake for showing our summer research program, also, how to bridge the gap between campus life and world-class research. The 2077AI family is growing fast. Stay tuned for our next global stop! ✨ #2077AI #riceuniversity #ai #research #community #NGO

🙋Join the conversation at DataMFM @ CVPR 2026. As multimodal research moves beyond brute-force data collection, the focus for Multimodal Foundation Models (MFMs) is increasingly on the development of principled data ecosystems. The DataMFM Workshop provides a forum to discuss these evolving foundations. Why join DataMFM? We deep-dive into the critical data challenges defining the next generation of AI: • Agentic Data Pipelines & Synthetic Data generation • Data Governance: Quality, contamination, and provenance • Cross-modal Alignment: Integrating Text, Image, Audio, and Video 📅 Extended Deadlines: • Archival (8pp): March 10, 2026 • Non-archival (4pp): April 1, 2026 🔗 Details: datamfm.github.io Let’s solve the data challenges that define the next decade of AI. 🤝 #CVPR2026 #ai #chart #abakaai #2077ai #MultimodalAI #DataMFM #Research #IBM #IBMResearch #MIT #Harvard #Stanford #MITIBMWastonlab

Great to see our joint work with @Tiancaixinxin gaining traction in the industry. Citation by Hunyuan underscores the importance of our methodology in advancing multimodal understanding. This collaboration is a core part of the 2077AI mission: bridging the gap between academic innovation and large-scale industrial application through robust, transparent research！ #AI #ComputerVision #2077AI #Innovation

We also observed Semantic Drift in interleaved inputs, making it difficult to "lock onto" evidence amidst strong prior noise. 🤔 The ultimate paradox: Does a "better" pre-train (more confident θ) actually exacerbate the Prior-Context Conflict? Does it require a much steeper In-Context Gradient to override common sense in specialized domains?

It’s quite pessimistic: it suggests models haven't truly learned f(x, y) → z, but rather the co-occurrence probabilities of x, y, z. From an Entropy perspective, outputting high-confidence tokens from θ follows a Low Entropy Path, which converges much easier than the High Computation Cost of processing long-context logic.

Respect to the CL-Bench team! 🫡 We are looking at the same coin from opposite sides.

UNBELIEVABLE. 🤯 February isn't just a month; it’s a full-scale AI explosion. 🌋 12 massive drops in 30 days is absolutely insane. The noise is going to be deafening —but that’s exactly why 2077ai exists.We are ready to put every single one of these through our open-source evaluation meat grinder. No more hype, just raw, cold data. The truth comes out this month! ⚖️🔥

🔥 The Next Frontier at 2077AIRepeated recognition from top-tier labs is just our starting line. As models evolve, so must the challenge. We are currently hand-crafting a brand-new, more "destructive" benchmark designed to push even the strongest VLMs to their breaking point. Stay tuned & Join us! Follow our journey at 2077AI.

Setting the Standard, AGAIN! 🚀 We are honored to see OmniDocBench v1.5 cited once more by industry leaders. This time, @DeepSeek_AI utilizes our benchmark as the primary evaluation framework for their groundbreaking DeepSeek-OCR 2. DeepSeek’s new DeepEncoder V2 introduces "Visual Causal Flow" to mimic human reading—a sophisticated leap that requires a benchmark capable of handling the most complex layouts, formulas, and tables. Check the paper: github.com/deepseek-ai/De… OmniDocBench Homepage: 2077ai.com/dataset/datase… #DeepSeek #2077AI #OmniDocBench #VLM #OCR #AIResearch #Benchmark

Heading to #AAAI2026? 🎳 Join 2077AI for a Bowling Happy Hour that’s more than just a game. We’re grouping lanes by research themes to turn every strike into a technical breakthrough! 🤖✨ ✅ Top-tier AI Researchers & PhDs ✅ Themed networking ✅ Unlimited drinks & snacks 📍 5-min walk from Merlion 📅 Sat, Jan 24 | 4:30 - 7:30 PM Don't miss the most tech-forward social at AAAI. Register now: luma.com/ny98ob5p #AI #AAAI26 #2077AI #LLMs #Robotics

@hayesdev_ This is the definitive 'World Builder' mode. Once AI masters the spatial logic of Blender, the ceiling for creativity is no longer defined by your manual speed, but by the boundaries of your imagination.

@EHuanglu The fact that this is open-source is a massive win for the industry. 🤯 Precise 3D camera trajectories usually require a high-end studio rig or hours of manual keyframing.

The era of AI evangelism is giving way to an era of AI evaluation. The question is no longer “Can AI do this?” but “How well, at what cost, and for whom?”

First, it was Flow Matching; now, it’s Self-Evaluating Any-Step generation. Breaking free from pretrained teachers is the ultimate "jailbreak" for training efficiency. We believe the next frontier is models that don't just generate, but understand their own quality in real-time.

From snippets to full systems—open-source models are evolving at light speed! 🌋 Thrilled to see @MiniMax_AI, @Zai_org, @Deepseek_ai, and @XiaomiMiMo dominating the Code Arena leaderboard. From our perspective at 2077AI, the next battleground is long-horizon planning and repository-wide coherence. See our reports i n NL2Repo: 2077ai.com/blog/nl2repo-b… The open-source community is making the future of AGI transparent and accessible for everyone.

@ClementDelangue @nvidia The convergence of localized compute and agile hardware like Reachy Mini is the "holy grail" for embodied AI. 🤖

Super cool to see Jensen @nvidia showcasing Reachy Mini at his #CES26 keynote. Paired with a DGX Spark & Brev, it can make the perfect local home AI robotics setup!

5/7 The winner? Claude 4.5. It strikes the best balance between persistence and efficiency, maintaining 180+ interaction turns without losing its "mental map" of the repository.

4/7 In contrast, GPT-5 is too "shy." It has a massive Non-Finish rate (84.5%) because it constantly stops to ask for human confirmation. It’s a great collaborator, but a poor "Lone Wolf" architect.