AI Morning Brief — 2 July 2026
Overnight in AI: Fable 5 returns globally, Together AI closes an $800M Series C, and GitHub Copilot ships six enterprise features in a single day.
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Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity
We present Seed2.0, a model series that takes a meaningful step toward solving complex, real-world tasks. Our approach begins with identifying users' genuine needs and constructing…
ASPIRE: Agentic /Skills Discovery for Robotics
Traditional robot programming is challenging: it requires orchestrating multimodal perception, managing physical contact dynamics, and handling diverse configurations and execution failures. We introduce ASPIRE (Agentic Skill…
MemSyco-Bench: Benchmarking Sycophancy in Agent Memory
Memory has emerged as a cornerstone of modern LLM-based agents, supporting their evolution from single-turn assistants to long-term collaborators. However, memory is not always beneficial: retrieved…
RT 𝚐𝔪𝟾𝚡𝚡𝟾: The best domain mix may not stay fixed across pretraining. RegMix trains proxy models, then selects one mixture from endp…
RT 𝚐𝔪𝟾𝚡𝚡𝟾The best domain mix may not stay fixed across pretraining.RegMix trains proxy models, then selects one mixture from endpoint loss. REGMIX-D uses the full proxy…
not much happened today
**Fullstack Code Arena** extends coding agent evaluation to include **databases, API keys, deployments, and structured tool use**, marking a shift to end-to-end app shipping. **LangChain** released…
Indian tech tycoon bets $30M of his own money to build AI alternative to Microsoft Office
Neo is Bhavin Turakhia’s fifth venture and his latest involving enterprise software. This time he's taking on Microsoft Office, Google Apps with AI.
yeah, Jensen would sure like to do just that The reason Baker believes Jensen is choosing to not do that is that he has absolute faith in the powers o…
yeah, Jensen would sure like to do just thatThe reason Baker believes Jensen is choosing to not do that is that he has absolute faith in…
CursorBench 3.1
Article URL: https://cursor.com/evals Comments URL: https://news.ycombinator.com/item?id=48756840 Points: 5 # Comments: 0
RT Jenna Pederson: The question is no longer “what can the agent do” because the list of things it can do keeps growing. The real question we should…
RT Jenna PedersonThe question is no longer “what can the agent do” because the list of things it can do keeps growing. The real question we…
RT Sarah Chieng: Token billionaires lounge must apply and submit token spending reciepts @_lopopolo @swyx @communidiyi @jxnlco
RT Sarah ChiengToken billionaires loungemust apply and submit token spending reciepts @_lopopolo @swyx @communidiyi @jxnlco
When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors
While large language models (LLMs) perform well on table tasks, they still make data referencing errors (DREs), i.e., incorrectly citing or omitting table values, despite understanding…
RT vLLM: 🚀 @deepseek_ai's DSpark speculative decoding now runs natively in vLLM! What it is: a semi-autoregressive drafter that proposes several to…
RT vLLM🚀 @deepseek_ai's DSpark speculative decoding now runs natively in vLLM!What it is: a semi-autoregressive drafter that proposes several tokens in parallel with non-causal sliding-window attention,…
true excellence counts more than once!
true excellence counts more than once!Crispy Taro Chips - 必灭中共: @PridefulP52976 I think my hypothesis is worth considering … I have endorsements from esteemed individuals ……
My one serious piece of advice having used Fable a bunch before release is that, unless you are careful it develops its own internal bizarre cadence &…
My one serious piece of advice having used Fable a bunch before release is that, unless you are careful it develops its own internal bizarre cadence…
Absolute Whale State
Absolute Whale StateZephyr: Is this some kind of bribe for regulatory favors??Will Anthropic be forced to do this too?Will SpaceX & Google be forced to do…
oh brother
oh brotherZephyr: @teortaxesTex Opus is still retarded
Been reading all sorts of posts about the best ways to develop workflows for Fable and it reminds me of how little we actually know about the best way…
Been reading all sorts of posts about the best ways to develop workflows for Fable and it reminds me of how little we actually know about…
Kimi K2.7 Code is generally available in GitHub Copilot
Article URL: https://github.blog/changelog/2026-07-01-kimi-k2-7-is-now-available-in-github-copilot/ Comments URL: https://news.ycombinator.com/item?id=48756602 Points: 7 # Comments: 0
SenseNova-U1-8b-MoT-Infographic-V2 (released yesterday) – An open source SOTA beast for infographic design and image editing.
I’m pretty jaded like most of y’all. I don’t really get excited by new models much anymore. Last few weeks have been kinda meh to be…
Imagine how hard Anthropic can push their own inference
Imagine how hard Anthropic can push their own inferenceYoussof Al Toukhi: Fable is a monster. 4 hours max thinking goal mode. It got Qwen 3.6 27B…
RT X Freeze: Paraguay is entering a new era of connectivity 🇵🇾 Paraguay is working with Starlink through MITIC and COPACO to bring high-speed in…
RT X FreezeParaguay is entering a new era of connectivity 🇵🇾Paraguay is working with Starlink through MITIC and COPACO to bring high-speed internet to more than…
[Benchmark] Kimi K2.7 Code Q3 on Mac Studio M3 Ultra + RTX PRO 6000 over llama.cpp RPC: prefill improves, no changes in token generation/decode
I came across this interesting article https://blog.exolabs.net/nvidia-dgx-spark/ while I don't have the DGX spark but it made me curious will this kind of arch speed up…
The State-Prediction Separation Hypothesis
Transformers use the same forward computation stream to both predict the next token and store useful state for future token predictions. We formulate the state-prediction separation…