Noticiário do Joãozinho: Edition no. 6 · Nov. 2, 2026 · Evening

Medium importanceNov. 2, 2026

OpenAI creates LifeVal, a test that measures whether AI solves everyday tasks, like enrolling a child in school and planning a diet

OpenAI presented LifeVal, an evaluation of everyday-life tasks in caregiving, health, education, household administration, personal finances, shopping and government services, which the model must complete using a browser, computer control and connectors. The tasks came from two large time-use studies (the American Time Use Survey and the Multinational Time Use Study) and a new survey of 3,995 people about where they most want help. In the published examples, OpenAI's current models score 93.1% at choosing and enrolling a child in kindergarten after a move, 98.0% at organizing volunteers before a flood, 100% at finding a home and 90.4% at creating a meal plan for a parent with diabetes. OpenAI says it used the test over the past year to guide model improvement.

Medium importanceContextNov. 2, 2026

OpenAI starts merging ChatGPT's Chat and Work tabs, and Codex stays separate

OpenAI has begun merging ChatGPT's Chat and Work tabs into one, first for a group of selected users. Codex remains a separate product.

Medium importanceNov. 2, 2026

OpenAI promises to cut its data centers' consumption when the power grid is at its limit, starting in Georgia

OpenAI launched the Grid Protectors Program: its future compute campuses will reduce power consumption when the grid is under stress. The pilot is in Effingham County, Georgia, in an agreement with Georgia Power that provides up to 1,000 MW of flexible demand response, the equivalent of about 700,000 homes. OpenAI says it pays the infrastructure costs, and the projection is savings of about $950 million a year for customers starting in 2029, or at least $15 a month for a typical home.

Medium importanceNov. 2, 2026

Claude API gets “message threads”: the server keeps the conversation and each request sends only the new messages

Anthropic launched message threads in beta in the Messages API, enabled with the message-threads-2026-08-12 header. With them, the server stores the conversation history and the program sends only the new messages with each request, instead of resending everything. The thread expires 5 minutes after the last request and is deleted within 1 hour at most. The feature is available on the Claude API, AWS, Google Cloud and Microsoft Foundry.

Medium importanceOct. 29, 2026

Google will shut down Jules, its coding agent, on December 31; the lessons go to Antigravity

Google announced in the Jules changelog that the asynchronous coding agent becomes read-only on 11/11/2026 and will be shut down on 12/31/2026. According to the notice, what the team learned from Jules goes to Antigravity, Google's agent platform. Users can export their data with the command-line tool (npm install -g @google/jules and jules login).

Medium importanceNov. 2, 2026

ISTA researchers squeeze DeepSeek V4.1 Flash down to about 1 bit per parameter in a coding version

The DASLab at the Institute of Science and Technology Austria (ISTA) published a “Coder” version of DeepSeek-V4.1-Flash-1017 in GGUF, the format used by llama.cpp and LM Studio. They cut half of the experts (192 of 384 per layer remained) and compressed the rest with two methods of their own, GSQ and RCO; the transformer weights dropped to 72.1 GB, versus 138.2 GB for the unpruned version, which comes to about 1 bit per parameter of the original model. According to the authors, the model keeps 98.7% of the original's score on LiveCodeBench v6 (88.57 vs. 89.71) and 94.8% on SWE-bench Verified (77.00 vs. 81.20). A shared 110.6 GB file (Engram) is still required.

Medium importanceNov. 2, 2026

Brazil's Senate discusses making artificial intelligence a subject in elementary and high schools

Bill No. 731/2025, by Senator Mecias de Jesus (Republicanos-RR), is moving through the Senate. It amends the Law of Guidelines and Bases of Education (LDB) to include AI as a curricular component, focusing on ethical, critical and responsible use. The bill is still under consideration. In an interview with Rádio Senado, professor Adriano Vieira commented on the proposal.

XMedium importanceOct. 31, 2026

Stripe's Patrick Collison adds to his apps an “improvements” field that an agent implements on the spot, and talks about “liquid software”

Stripe's co-founder said he is adding to all his personal vibe-coded applications a free-text field hooked up to an agent that “yolo implements” whatever is requested. According to him, another person who uses one of these apps has already implemented 150 improvements in a few days. He called the pattern “liquid software?” and asked whether it scales, whether it becomes unmaintainable and whether it can be secure and reliable, recalling the ideas of Lisp, Smalltalk and HyperCard. Amjad Masad replied that Replit already offers something like this.

Engagement 429K views·4.4K likes·194 reposts·440 replies (as of Nov. 2, 2026 18:11)

RedditMedium importanceNov. 2, 2026

Rumor: Reddit post says Qwen 4.0 and Qwen 5.0 will stay open, but there is no official statement

A post on r/LocalLLaMA titled “official statement” claims that Alibaba's Qwen team head, Liu Dayiheng, guaranteed that Qwen 4.0 and Qwen 5.0 will remain open source, and cites 3 billion downloads, more than 460 models and more than 300,000 derivatives. So far, the official source has not appeared: the site OmniTools.ai, which followed the case, says there is no official statement confirming the information. Treat it as a rumor.