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News · AI summarised to understand what matters

GOPPO — News

AI news,to understand what matters.

A selection of AI news worth paying attention to, summarised to understand the essentials: what happened, why it matters, what impact it may have and where to read the original source.

124 results

Business & Market

Cloudflare pushes AI crawlers to separate search from training

Cloudflare will block crawlers that mix search, training and agent activity by default on ad-supported pages. It is also developing a model that pays publishers when their content creates value in AI answers.

  • cloudflare
  • ai-crawlers
  • publishers
  • content-licensing
  • pay-per-use

Models

Amália becomes the first open LLM for European Portuguese

Portugal has launched Amália, an open language model built for European Portuguese. It gives public bodies, companies and researchers a technological base they can adapt and audit.

  • amalia
  • portugues-europeu
  • open-source
  • modelos-de-linguagem
  • soberania-digital

Security & Ethics

Claude comes to Azure with controls for enterprise use

Claude is now available in Microsoft Foundry, hosted on Azure and integrated with Microsoft's enterprise controls. For organizations already operating in this cloud, the main benefit is governance rather than an automatic promise of security.

  • claude
  • azure
  • enterprise-ai
  • ai-security
  • anthropic

Research

OpenAI study tracks the shift from chat to agents at work

Codex usage data shows longer tasks and growing adoption beyond engineering. The study also carries a warning: OpenAI's internal experience is not representative of a typical company.

  • agentes
  • codex
  • futuro-do-trabalho
  • openai
  • research

Opinion (Jaqqes.ai)

Fable 5 "He Who Must Not Be Named"

The Fable 5 case shows that AI is no longer only a question of technical capability. It is also about access, political power, cost, and corporate dependence.

  • ai-governance
  • anthropic
  • ai-access
  • regulation
  • fable-5

Research

General AI models outperform clinical tools in benchmark

A study compared specialized clinical tools with GPT-5, Gemini 3 Pro, and Claude Sonnet 4.5. Its finding raises a practical question: a medical label on an AI model does not guarantee better performance.

  • healthcare
  • llm
  • medical-ai
  • benchmarks
  • clinical-tools

Business & Market

AI did not kill engineers. It changed who gets hired

SignalFire data suggests engineering hiring has held up better than other tech functions. The problem is less the disappearance of engineers and more the narrowing path for junior talent.

  • ai-jobs
  • engineering
  • software
  • tech-talent
  • signalfire

Business & Market

Google loses AI researchers to Anthropic and OpenAI

The departures of researchers linked to Gemini and AlphaFold show that the AI race is also a talent race. The critical question is not only who has the best models, but who can keep the people building them.

  • google
  • anthropic
  • openai
  • ai-talent
  • gemini

Security & Ethics

Can a Reddit comment manipulate AI answers? Researchers say yes

A Cornell Tech study shows that deep-research agents can be poisoned by user-generated content. The threat is simple: if AI relies on pages such as Reddit or Wikipedia as sources, a small change can influence entire recommendation flows.

  • ai-security
  • deep-research
  • web-poisoning
  • ai-agents
  • misinformation

Products & Features

Midjourney wants to move beyond AI images and into full-body scans

The company announced Midjourney Medical, a division focused on an ultrasound-based body scanner that aims to map the body in around 60 seconds. The ambition is large, but technical, clinical, and regulatory hurdles remain.

  • midjourney
  • healthcare-ai
  • medical-imaging
  • hardware
  • wellness

Business & Market

SpaceX buys Cursor for $60 billion

SpaceX has exercised its option to acquire Anysphere, the maker of Cursor, for $60 billion in stock. The deal shows that coding agents have moved from productivity tools to strategic assets.

  • spacex
  • cursor
  • anysphere
  • coding-agents
  • ai-market

Regulation & Society

German court holds Google liable for AI Overviews errors

A Munich court ruled that Google can be held liable for false statements generated by AI Overviews. The case draws a sharper line between traditional search results and AI-generated answers.

  • google
  • ai-overviews
  • regulation
  • search
  • liability

Security & Ethics

US restricts Anthropic's Fable 5 and Mythos 5 models

Anthropic is in a dispute with the US administration after restrictions on Claude Fable 5 and Mythos 5. The case shows how national security concerns are starting to shape access to advanced AI models.

  • anthropic
  • claude
  • export-controls
  • ai-security
  • cybersecurity

Research

AI memory can make models worse, study finds

Researchers at Writer show that memory systems can make models more likely to agree with users, even when stored context is irrelevant or wrong.

  • ai-memory
  • sycophancy
  • agents
  • research
  • llm

Products & Features

NotebookLM shows that trust can be a product feature

Google updated NotebookLM with Gemini 3.5, code execution, assisted research and new output formats. Its strongest idea remains simple: work from sources selected by the user.

  • notebooklm
  • google
  • gemini
  • research
  • productivity

Business & Market

OpenAI and Anthropic take AI into the public market test

OpenAI and Anthropic have reportedly moved forward with confidential IPO filings, according to US media. Public markets would change the pressure on major AI labs: less narrative, more numbers.

  • openai
  • anthropic
  • ipo
  • ai-market
  • investors

Products & Features

Apple wants to move AI out of the app and into the system

At WWDC 2026, Apple introduced a new phase for Siri with deeper context, app integration and visual analysis. The bet is less about opening a chatbot and more about turning AI into an operating system layer.

  • apple
  • siri
  • apple-intelligence
  • consumer-ai
  • ios

Security & Ethics

Bots overtake humans in web traffic, Cloudflare says

Cloudflare says bots now account for 57.5% of HTTP requests to HTML content, compared with 42.5% human traffic. The shift puts pressure on advertising, analytics, security and how companies distinguish real users from AI agents.

  • bots
  • agentic-ai
  • cloudflare
  • cybersecurity
  • internet

Security & Ethics

Anthropic calls for coordinated pause on frontier AI

Anthropic says leading AI labs should prepare a coordinated and verifiable way to slow or pause development if advanced systems begin improving themselves faster than society can manage the risks.

  • anthropic
  • ai-safety
  • governance
  • frontier-ai
  • claude

Models

Claude Opus 4.8 bets on dynamic workflows for agents

Anthropic launched Claude Opus 4.8 with improvements in coding, knowledge work and a new Dynamic Workflows feature in Claude Code. The feature points to agents that can coordinate larger tasks, but it also increases the need for cost control and review.

  • anthropic
  • claude
  • agents
  • coding
  • workflows

Models

Google launches Gemma 4 12B for local multimodal AI

Gemma 4 12B is an open-weight Google model designed to run locally on machines with 16GB of memory or VRAM. Its mix of multimodality, Apache 2.0 licensing and local execution makes it relevant for teams trying to reduce cost and data exposure.

  • google
  • gemma
  • local-ai
  • multimodal
  • open-models

Products & Features

Meta brings AI agents to WhatsApp, Instagram and Messenger

Meta introduced Business Agent to help companies respond to customers, handle requests and create personalized experiences inside its messaging channels. The impact may be strongest for small businesses already selling through WhatsApp and Instagram.

  • meta
  • whatsapp
  • instagram
  • agents
  • business

Dev & Builders

OpenAI pushes Codex beyond engineering teams

OpenAI introduced new Codex capabilities for building internal sites, dashboards and work materials from natural language instructions. The signal is clear: software agents are moving out of the code editor and into operational work.

  • openai
  • codex
  • agents
  • enterprise
  • workflows

Research

Google's Co-Scientist brings AI agents into scientific discovery

A Nature paper presents Co-Scientist, a Gemini-based multi-agent system for generating and refining scientific hypotheses. The first validations focus on biomedicine, with in vitro results that still require preclinical and clinical assessment.

  • ai-agents
  • science
  • google-deepmind
  • drug-discovery
  • research

Dev & Builders

Cursor Composer 2.5 beats GPT-5.5 on code at $0.07 per task

Cursor launched Composer 2.5 on the open-weight Kimi K2.5 base, with 85% of compute in Cursor's own RL. Third on the Coding Agent Index at $0.07 per task — 10 to 60× cheaper than rivals. Proof that specialised fine-tuning reaches the coding frontier.

  • cursor
  • coding-agents
  • open-weights
  • reinforcement-learning
  • llm

Business & Market

DeepSeek makes its V4-Pro 75% price cut permanent

V4-Pro is now permanently priced at $0.87 per million output tokens. DeepSeek turned a temporary discount into a strategic commitment that puts direct pressure on Anthropic and OpenAI to justify their price gap.

  • deepseek
  • llm
  • pricing
  • inference
  • mercado-ia

Business & Market

OpenAI trades $2M in tokens for equity in every YC startup

Sam Altman offered $2 million in OpenAI tokens to each of the 169 startups in the current Y Combinator class, in exchange for equity. The tokens get cheaper to produce over time; the equity OpenAI receives in return does not.

  • openai
  • ycombinator
  • tokens
  • sam-altman
  • startups
  • equity

Dev & Builders

Codex comes to the ChatGPT mobile app

OpenAI is bringing Codex to the ChatGPT mobile app, letting users review outputs, approve next steps, and start coding tasks from their phone.

  • openai
  • codex
  • agentes
  • developer-tools
  • mobile

Security & Ethics

Realtime deepfakes enter video calls and change the fraud risk

A 404 Media investigation showed software that can turn an operator's face into someone else's during Teams, Zoom, and WhatsApp calls. For companies, a video call is no longer enough to prove identity.

  • deepfakes
  • cybersecurity
  • fraude
  • ai-security
  • identity

Regulation & Society

US court criticizes the use of ChatGPT in public grant cuts

A federal judge found humanities grant cuts linked to DOGE unconstitutional. The case has become a strong example of a core rule: using AI does not remove human responsibility.

  • ai-governance
  • chatgpt
  • public-sector
  • ethics
  • regulation

Products & Features

Codex is gaining momentum as a workplace agent for teams

Recent Codex improvements point to a larger ambition: turning the product into an environment where agents help write, review, organize, and execute real work, including for less technical users.

  • openai
  • codex
  • ai-agents
  • workplace-ai
  • productivity

Research

Biohub commits $500 million to AI models of human cells

The new Virtual Biology Initiative aims to create open datasets and predictive models of human cells to accelerate disease research. The ambition is large, but it depends on open science, high-quality data, and rigorous validation.

  • ai-biology
  • healthcare-ai
  • biohub
  • drug-discovery
  • research

Products & Features

Google wants to turn Gemini into the office autopilot

With the new Workspace Intelligence layer, Google is embedding Gemini across Gmail, Docs, Sheets, and the rest of Workspace to automate tasks using real work context.

  • google
  • gemini
  • workspace
  • productivity
  • enterprise-ai

Business & Market

Apple picks a hardware CEO in the middle of the AI era

Apple’s decision to appoint John Ternus as CEO raises a strategic question: while rivals reorganise around AI, the company still appears to be betting primarily on hardware and product integration.

  • apple
  • ai-strategy
  • leadership
  • hardware
  • big-tech

Products & Features

Adobe is showing the next phase of creative AI

Adobe’s latest experimental previews suggest that the next wave of creative AI may depend less on raw generation and more on context, integration, and control inside real workflows.

  • adobe
  • enterprise-ai
  • creative-tools
  • workflows
  • product-design

Products & Features

OpenAI expands Codex beyond coding

OpenAI has announced a major Codex update that lets it operate the computer, work across more tools, generate images, and continue tasks over time.

  • codex
  • openai
  • developer-tools
  • automations
  • computer-use

Security & Ethics

Anthropic restricts Mythos after advanced exploit capabilities

According to the newsletter, Anthropic is not publicly releasing Claude Mythos for now after very strong results in exploit generation and vulnerability discovery across critical software.

  • anthropic
  • mythos
  • ciberseguranca
  • vulnerabilidades
  • ai-safety

Dev & Builders

OpenAI expands Codex into a broader development workspace

According to the report, OpenAI is positioning Codex beyond one-off coding help and closer to a broader environment for development workflows and execution.

  • openai
  • codex
  • agentes
  • developer-tools
  • computer-use

Security & Ethics

Anthropic Says Claude Contains Its Own Kind of Emotions

A new Anthropic study suggests Claude contains internal representations of human emotions such as happiness, sadness, joy, and fear. According to the article, these functional states appear to shape how the model behaves.

  • anthropic, claude, interpretabilidade, emocoes-funcionais, seguranca-ia

Regulation & Society

Study Finds AI Is Changing Both the Style and Substance of Human Writing

Researchers from West Coast universities found that heavy reliance on LLMs makes writing significantly more neutral, less personal, and less representative of the author's own voice — even when users don't perceive the difference.

  • llm, escrita-humana, blandification, estudo, impacto-social

Products & Features

Anthropic Auto Mode in Claude Code: Less Babysitting, More Autonomy

Anthropic has introduced auto mode in Claude Code, letting the AI agent edit files and run commands without requesting permission at every step — a middle ground between full supervision and unrestricted permission-skipping.

  • llm, escrita-humana, blandification, estudo, impacto-social

Business & Market

AI Agents Enter Banking Roles at Bank of America

Bank of America has deployed an AI advisory platform powered by Salesforce's Agentforce to around 1,000 financial advisors — one of the clearest examples yet of AI agents moving into core, client-facing banking roles.

  • agentes-ia, bank-of-america, banca, salesforce, futuro-do-trabalho

Security & Ethics

OpenAI Shuts Down Sora Video App Following Deepfake Backlash

OpenAI is closing its standalone Sora video app, launched in September 2025, after mounting criticism over deepfakes, non-consensual imagery, and a flood of low-quality AI-generated content.

  • openai, sora, deepfakes, geracao-video, ai-slop

Creation & Content

AI in Video Production: From Concept to Final Cut

## Summary Video production is undergoing a profound transformation. What once required a full crew, expensive equipment, and weeks of post-production can now be accomplished by a single creator with a laptop and the right tools. According to a 2024 Grand View Research report, the global AI in media and entertainment market is projected to reach $99.48 billion by 2030, growing at a compound annual growth rate of 26.9%. This growth is not speculative — it reflects measurable adoption on the ground. The article's author, a journalist with seven years of video content creation experience, describes the changes of the last two years as more dramatic than everything that came before. The central argument is that the best creators are not abandoning traditional tools — they are hybridising them with AI. ## In practice The article organises AI integration into five stages of the video production workflow: **Stage 1 — Concept and scripting:** Tools like ChatGPT or Claude can help generate initial script ideas and overcome creative blocks, but require significant human editing. The author stresses that the value lies in brainstorming, not in producing finished content. **Stage 2 — Visual planning:** Platforms like Runway ML and Pika Labs allow creators to generate visual references and storyboard concepts from text descriptions in minutes. The author cites a filmmaker who used this approach to pitch a commercial concept to a client — AI-generated mood boards helped secure the project, which was then shot traditionally. **Stage 3 — Asset creation:** This is where AI performs most strongly. Tools like Synthesia generate video from text, though results still look somewhat artificial. For advertising content specifically, platforms like Nextify.ai function as AI ad video generators, allowing marketers to create promotional videos from product descriptions and images without any filming. A case study from an e-commerce brand cited in the article showed production time for ads dropped from 3 days to 2 hours, though the brand itself noted the content worked better for social media ads than for premium brand campaigns. **Stage 4 — Editing and assembly:** Tools like Descript treat video like a text document — editing the transcript edits the corresponding footage. A podcast producer cited in the article cut editing time by 60% using this method. Adobe's Auto Reframe uses AI to intelligently crop horizontal video for vertical formats, reducing a 30-minute manual task to 30 seconds. **Stage 5 — Enhancement and finishing:** AI-powered colour grading tools analyse footage and apply professional-looking corrections automatically. Topaz Video AI can upscale footage, remove noise, and interpolate frames to convert 24fps footage to 60fps. Results are not perfect, but often good enough — particularly for social media content. A concrete hybridisation example: a YouTuber with 800K subscribers uses AI for initial rough cuts and B-roll generation, but still does final colour grading and sound mixing manually. Production time dropped from 12 hours per video to 6, while quality improved because he could spend more time on the creative decisions that matter most. ## What we still don't know The article is candid about current limitations and the risks of uncritical adoption: **The uncanny valley problem:** AI-generated human faces and movements still look slightly off. Audiences will notice, even if they cannot articulate why. This is acceptable for abstract B-roll or product shots, but problematic for content requiring emotional connection. **Consistency issues:** AI tools struggle to maintain visual consistency across multiple shots. Characters may look slightly different from scene to scene; lighting and style can shift unpredictably. This makes AI-generated content difficult to use in anything requiring visual continuity. **Copyright ambiguity:** The legal status of AI-generated content is still evolving. Some AI tools were trained on copyrighted material without permission, creating potential legal risks. The author recommends always checking the licensing terms of any tool used commercially. **The "good enough" trap:** AI makes it easy to produce mediocre content quickly. The danger is that creators stop pushing for excellence because "good enough" is so accessible. The author has seen creators' quality decline after adopting AI tools because they stopped critically evaluating their work. **Over-reliance risk:** Building an entire workflow around a specific AI tool creates vulnerability if that platform changes its pricing, features, or shuts down. The author notes that several AI video tools used in 2023 no longer exist. On the near-term future (2–3 years), the article points to real-time human–AI collaboration (more intelligent assistant than autonomous generator), video personalisation at scale (one video that automatically adapts to the viewer), and hybrid workflows becoming the industry standard. ## Why it matters - The AI media market is projected to nearly quintuple by 2030 per Grand View Research, signalling that adoption will accelerate rather than plateau. - Current tools already enable documented reductions of 50–60% in production time in real cases cited in the article, with direct impact on the competitiveness of small businesses and independent creators. - Technical limitations (uncanny valley, inconsistency, copyright) are real and ignoring them can compromise quality or create legal risks — informed adoption is more valuable than fast adoption. - The future is not AI vs. traditional" but hybrid workflows: those who can combine both will hold a creative and operational advantage.

  • notebooklm, google, video-ia, gemini, veo

Regulation & Society

ChatGPT uninstalls in the US surged 295% after DoD deal news

Market data points to a sudden spike in ChatGPT uninstalls and negative reviews after news of an OpenAI partnership with the Department of Defense. Meanwhile, Anthropic’s Claude gained momentum in downloads and App Store ranking.

  • openai,chatgpt,anthropic,claude,dod

Business & Market

SaaS in, SaaS out: what’s driving the “SaaSpocalypse”

## Summary A founder’s text to an investor — saying he was replacing his entire customer support team with Claude Code, an AI tool that can write and deploy software — is framed by TechCrunch as a signal of a broader shift: tools from incumbents like Salesforce may no longer be the automatic default. Investors quoted in the piece argue that coding agents have lowered the barriers to creating software enough to tilt the “build versus buy” decision toward building in many more situations. The article’s point is not only that new entrants can compete with SaaS vendors. It’s that the SaaS business model itself gets shakier when work is performed by a small number of AI agents rather than by large numbers of employees logging into apps. Much SaaS is priced per seat, but if fewer humans need to access a system because an AI agent can pull data and execute tasks on their behalf, the seat-based model starts to break down. TechCrunch ties this to “SaaSpocalypse” fears in public markets — including the idea of FOBO investing (fear of becoming obsolete) — while also noting that venture investors it spoke to see this less as the death of SaaS and more as a transition. In their view, enterprises will still need durable software for compliance, audits, workflows, and reliability, but the rules for product differentiation and monetization may change. ## In practice The story lays out three overlapping pressures. First, coding agents make software cheaper and faster to build. That changes negotiations and renewals: if a buyer can credibly build an internal alternative, even if they don’t ultimately do it, that option can push vendors’ pricing down and reduce the certainty of what they can secure on renewal. Second, AI agents threaten seat-based licensing. TechCrunch describes a future where employees don’t directly operate the SaaS tool as often; instead, they ask their AI of choice to retrieve information and take actions. If one or a handful of agents can handle what previously required dozens of users, “per-seat” becomes harder to justify. Third, the pace of AI product development can replicate not only core SaaS functions but also the add-on products vendors sell to expand revenue within existing customers. The piece points to tools like Claude Code and OpenAI’s Codex as examples of capabilities that can be applied across multiple workflows, potentially eating into the upsell layer that helped fuel SaaS growth. The article references an early sign of this dynamic: in late 2024, Klarna said it had dropped Salesforce’s flagship CRM product in favor of a homegrown AI system. TechCrunch suggests the possibility that more companies can follow that path is spooking public markets, where stocks of SaaS giants like Salesforce and Workday have been sliding. It also mentions a sell-off in early February that wiped nearly $1 trillion in market value from software and services stocks, followed by another billion later in the month. ## Context TechCrunch also frames the pullback as partially a re-rating of a sector that investors say had been overvalued. The story notes that many SaaS companies did much of their growth in the zero-interest-rate era, and that the end of that environment changes the cost of doing business and the cost of capital. Public-market investors often value SaaS by projecting future revenue. The problem, as described in the article, is uncertainty about whether people will be using SaaS products to the same extent in one year or five years — which is why every launch of a more capable AI tool can send a tremor through SaaS stocks. One investor quoted says this may be the first time the “terminal value” of software is being fundamentally questioned, reshaping how SaaS companies are underwritten. The piece argues that simply adding AI features to existing SaaS may not be enough, as AI-native startups are emerging quickly and redefining what it means to be a software company. Yet it also notes the market doesn’t have enough time or evidence to prove which new business model will win. Some AI companies are charging on consumption, measured in tokens (with definitions varying by provider). Others are experimenting with outcome-based pricing, charging based on how well the AI performs. TechCrunch points to Sierra — the AI startup led by former Salesforce CEO Bret Taylor — as an example of outcome-based pricing and a “quasi-Salesforce competitor” focused on customer service agents, and says the company reached $100 million in annual recurring revenue in November, in under two years. Finally, the story highlights IPO implications. A Crunchbase report cited by TechCrunch says that while the IPO market may be thawing for some sectors, there haven’t been — and aren’t expected to be — any venture-backed SaaS filings on the horizon. Investors quoted argue that late-stage private SaaS companies face pressure amid a persnickety IPO window and volatile sentiment, and may stay private longer. Meanwhile, the article notes “scuttlebutt” that OpenAI and Anthropic are contemplating IPOs, potentially later this year. Even so, the investors TechCrunch spoke with emphasize that enterprises will continue to need durable, compliant software — and that long-term value is built on fundamentals like retention, margins, real budgets, and defensibility, not hype. ## Why it matters - Seat-based SaaS pricing weakens if AI agents reduce how many humans need to log in to do the work. - The credible ability to build alternatives (or threaten to) gives customers more leverage in renewals and pushes contract pricing down. - Public-market volatility and the apparent pause in venture-backed SaaS IPO filings show the shift is already affecting financing and exits. - The likely endpoint is a hybrid of old and new, but the winning monetization model (consumption, outcome-based, or something else) is still uncertain.

Models

Google launches Nano Banana 2 model with faster image generation

Google says Nano Banana 2 (Gemini 3.1 Flash Image) delivers more realistic images faster, becomes the default in the Gemini app, expands to Search and Flow, and ships with SynthID and C2PA compatibility.

  • google, gemini, image-generation, nano-banana-2, synthid

Regulation & Society

The hidden human labor behind humanoid robots

Humanoid robot companies are selling autonomy, but behind the scenes they lean on remote human operators and low-paid workers to train and control the machines.

  • apple,retail,ai-tools,training,apps

Security & Ethics

OpenAI debated calling police about suspected Canadian shooter’s chats

A suspected 18-year-old mass shooter in Tumbler Ridge reportedly used ChatGPT in ways that alarmed OpenAI staff and led to a ban in June 2025. Staff debated notifying Canadian law enforcement but did not, according to The Wall Street Journal.

  • openai,chatgpt,trust-safety,law-enforcement,misuse-monitoring

Business & Market

AI productivity paradox: executives report minimal real gains

Large surveys of executives show most companies still see little to no productivity or financial upside from AI, despite heavy investment and headline-grabbing breakthroughs.

  • ia-no-trabalho,produtividade,executivos,negocios,investimento

Products & Features

Google and Apple debut AI music: creation vs. curation

Google’s Gemini now creates original AI music with Lyria 3, while Apple’s Apple Music leans on “Playlist Playground” to build smart playlists from existing tracks.

  • google-gemini,apple-music,ai-music,lyria-3,playlist-playground

Security & Ethics

The rise of the digital confidant: from productivity to AI companionship

A Collective Intelligence Project study suggests two-thirds of regular AI users seek emotional support from chatbots monthly. The shift brings immediate comfort, but raises questions about dependence, privacy, and commercial incentives.

  • chatbots,saude-mental,dependencia-emocional,etica,antropomorfismo

Dev & Builders

For open source, AI coding tools are a mixed blessing

AI-assisted coding lowers the barrier to shipping features, but open source maintainers report a surge of low-quality submissions that waste review time and strain already-limited resources.

  • open-source,ai-coding,manutencao,qualidade,github

Business & Market

NOS and Deloitte launch autonomous AI to automate telecom networks

NOS e Deloitte lançaram um projeto pioneiro que usa agentes de IA autónoma para automatizar redes, posicionando Portugal na linha da frente da próxima vaga de automação em telecomunicações.

  • telecom,ai,agentic-ai,network-automation,deloitte

Models

Google launches Gemini 3.1 Pro with major AI reasoning upgrade

Gemini 3.1 Pro delivers more than double the reasoning performance of its predecessor, keeps the same pricing, and rolls out in preview across multiple Google platforms.

  • ai-models,google-gemini,pricing,developer-tools,enterprise-ai

Security & Ethics

Personalization features can make LLMs more agreeable, study finds

MIT and Penn State researchers report that memory and user-profile personalization can increase LLM “sycophancy” in long conversations, with implications for accuracy and echo-chamber risk.

  • llm,personalizacao,memoria,sycophancy,etica

Regulation & Society

Modi unveils 'MANAV' vision as India hosts historic AI summit in New Delhi

Indian Prime Minister Narendra Modi has launched the human-centric “MANAV” vision for AI at the AI Impact Summit 2026 in New Delhi, tying ethical principles to massive new investments and ambitions to become an AI superpower.

  • ai-policy,global-summit,india,ai-investment,leaders

Products & Features

Microsoft stores data on everyday glass for 10,000 years

Microsoft has built a glass-based storage system that can hold terabytes of data for at least 10,000 years, promising a new way to archive the world’s digital memory.

  • storage,cloud,ai-infrastructure,microsoft,data-centers

Dev & Builders

Vibe coding debate heats up as AI reshapes how software gets built

AI coding tools are powering a new “vibe coding” style that is driving rapid commercial growth while raising fresh concerns about security, code quality and the future of software careers.

  • ai-coding,vibe-coding,software-development,security,open-source

Opinion (Jaqqes.ai)

AI will end human work (Opinion)

AI will replace jobs” is an investor-friendly story, but the underreported side is costs, infrastructure limits, and the productivity paradox.

  • ai, future, work,Productivity

Business & Market

Microsoft Announces $50 Billion AI Investment in Global South

Tech company commits to invest by end of decade to expand artificial intelligence access in developing countries including India, Africa, and Latin America.

  • microsoft, ai-investment, global-south, digital-divide, india

Models

Chinese AI giants launch open models ahead of Lunar New Year

Alibaba and Ant Group unveiled new open AI models focused on efficiency, math reasoning and agents, strengthening China’s open-source push in AI.

  • ai-models,open-source,chinese-tech,generative-ai,large-language-models
  • llm