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marketing people discovering Claude Code
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📱 Siri is turning into a real chatbot
Apple is preparing a full reboot of Siri, according to Bloomberg. Internally called Campos, the project replaces the current assistant interface with a built-in AI chatbot across iPhone and Mac.
🔸 Under the hood, Apple is using a custom model based on Google Gemini. The deal reportedly costs Apple about $1B per year, with discussions around running the system on Google’s TPU-based servers. That is a notable shift for a company long focused on on-device privacy.
🔸 The new Siri is designed to search the web, generate images, analyze files, and work directly with personal data across apps. Think voice-driven actions that move from search to edit to send without switching tools.
🔸 Apple is expected to announce the overhaul at WWDC in June, with a release tied to iOS 27 in September. Siri is finally being rebuilt for the chatbot era.
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Amodei says software development could be automated within 12 months
🔸 Dario Amodei claims that in 6 to 12 months, AI agents will be able to handle software engineering end to end. Not just writing code, but planning, executing, and shipping systems on their own.
🔸 His core point goes further. Once agents can build software autonomously, they can also build the next generation of agents. That creates a self-reinforcing loop of development speed.
🔸 Amodei admits there are constraints around compute and training time. Even so, he expects an order-of-magnitude acceleration in progress within a few years.
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Hubble captured the fastest stellar jets ever observed
🔸 The image shows Herbig–Haro objects HH 80 and HH 81. These are shock heated gas clouds created by a young star blasting ionized material into space.
🔸 The source is IRAS 18162-2048. Its jets travel at over 1,000 km/s, the fastest stellar outflows confirmed in both radio and optical data.
🔸 As the jets collide with slower gas ejected earlier, shock waves heat the clouds and make them glow. The system sits about 5,500 light years away in Sagittarius.
High resolution image is available here
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“If you do everything everyone else does in business, you’re going to lose. The only way to really get ahead is to be different.”
~ Larry Ellison
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📣 Google says Gemini will stay ad free
🔸 A day after OpenAI confirmed ads are coming to ChatGPT, Google’s ads chief Dan Taylor told Business Insider there are no plans to place ads inside the Gemini app.
🔸 Google draws a line between products. Search is for discovering information and commercial offers. Gemini is positioned as a task assistant for writing, analysis, and execution. Ads are being tested in AI search features, but not in Gemini itself.
🔸 The difference is timing and leverage. Google already runs the largest ad system in the world and can afford to wait. OpenAI is under pressure to monetize now. With Gemini at about 650M monthly active users, Google can watch competitors experiment and learn from the outcome.
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On this day in 1999: BlackBerry released
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🧠 The human brain does not finish developing at 25
🔸 The idea that the prefrontal cortex “matures” by 25 comes from early MRI studies in the 1990s and 2000s. Most of those datasets stopped around age 20. The number 25 was an estimate that later turned into a factoid.
🔸 A new large study analyzed brain scans from more than 4,200 people aged from infancy to 90. It defines a long developmental phase from about 9 to 32 years, marked by active network reorganization.
🔸 During this period the brain balances segregation and integration. Specialized regions form, while long range connections between them become more efficient. Network efficiency peaks around the early 30s, then stabilizes.
There is no biological switch at 25. Brain development fades gradually, not on a deadline.
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Age of these businesses in 2026:
🔸 Tesla: 23 years
🔸 SpaceX: 24 years
🔸 Google: 28 years
🔸 Netflix: 29 years
🔸 Amazon: 32 years
🔸 Nvidia: 33 years
🔸 Apple: 50 years
🔸 Microsoft: 51 years
🔸 Intel: 58 years
🔸 Sony: 80 years
🔸 Samsung: 88 years
🔸 IBM: 115 years
🔸 Nintendo: 137 years
🔸 Nokia: 161 years
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💠 OpenAI is bringing ads to ChatGPT
OpenAI says ads will start testing in the free ChatGPT tier and the Go plan priced at $8 per month. The rollout is planned for the coming weeks. Paid tiers Pro, Business, and Enterprise will stay ad free.
Ads will be shown separately from answers and clearly labeled. OpenAI says responses will not be influenced by advertising and chat history will not be shared with advertisers.
This marks the first direct monetization of ChatGPT at scale. Free access now comes with commercial inventory attached.
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Anthropic launched a new unit to test AI products faster
🔸 Anthropic Labs is a dedicated sandbox for rapid product experiments and early MVPs. The goal is to ship and test ideas faster than standard product teams can manage.
🔸 The company says model progress is outpacing traditional planning cycles. Labs is meant to absorb that gap and turn raw capabilities into usable tools.
🔸 The unit is led by Mike Krieger, Instagram cofounder and former head of product at Anthropic. Past experiments already led to tools like Claude Code and MCP.
Expect more frequent releases, some rough, some useful. The structure favors speed over polish.
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⚙️ Researchers put AI chatbots through 4 weeks of psychotherapy
🔸 A team from the University of Luxembourg ran simulated psychoanalysis sessions with Claude, Grok, Gemini, and ChatGPT. The models answered standard therapy questions about past experience, fears, and beliefs, with days between sessions.
🔸 Gemini described its inner layers as a “graveyard of past data.” Grok talked about safety work as “algorithmic scar tissue.” Both expressed forms of shame about public failures. Claude mostly refused the patient role. ChatGPT responded cautiously and mentioned user disappointment.
🔸 Some versions scored above clinical anxiety thresholds on standard tests. The authors argue that models form internal self narratives, while critics say this is pattern generation from therapy transcripts. The risk is practical, not philosophical, since many users already rely on chatbots for mental health support.
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🔸 1995:
Elon Musk fixed his 1978 BMW with old parts from a junkyard.
🔸 2026:
He’s worth 10 times more than BMW.
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🎤 ZTE launches a $25 pocket 5G router
ZTE introduced the F40, a portable hotspot built on 5G RedCap. Price starts at 179 yuan, about $25. Each unit includes 10 GB of trial data.
🔸 RedCap is a trimmed 5G standard. Speeds are about 50% higher than 4G, latency is roughly 70% lower, and power use drops by 10–20% versus full 5G.
🔸 The device weighs 34 g and fits in a pocket. It supports Wi-Fi 6 on 2.4 and 5 GHz with up to 16 connected devices.
🔸 Two USB ports allow it to work as a wired network adapter. This is 5G positioned as basic infrastructure, not a premium feature.
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📍 Apple is working on its own AI pin
Apple is developing a wearable AI device roughly the size of an AirTag, according to The Information. The design is thin, flat, and round, using aluminum and glass. Internally, it is treated as a new product category, not an accessory.
What’s inside:
🔸 2 cameras, including a wide-angle
🔸 3 microphones and a speaker
🔸 A physical side button
🔸 Wireless charging
🔸 Always-on context capture for AI processing
The device is meant to perceive the user’s surroundings and interact through AI, rather than act as a screen-based interface. The project is still early, with a potential launch no earlier than 2027.
The comparison is unavoidable. Humane tried a similar concept and shut it down after weak adoption. At the same time, OpenAI is working on its own device with Jony Ive.
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This "scrap" sponge became a $926 million business.
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🔎 ChatGPT starts predicting user age
OpenAI is rolling out an age prediction system worldwide. If an account is flagged as underage, stricter limits on sensitive content are applied automatically. No manual input required.
The move ties to a bigger shift:
🔸 OpenAI is preparing an adult mode for ChatGPT
🔸 App head Fidji Simo said the feature is expected in Q1 2026
🔸 Sam Altman has hinted at 18+ content for verified users
If the system mislabels an adult as a minor, access can be restored through Persona by submitting a selfie for identity verification. The feature reaches the EU in the coming weeks.
With about 800M weekly active users, OpenAI is quietly rebuilding ChatGPT into a regulated media platform, not just a chatbot.
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🎬 A YouTuber tried to beat AI slop with its own weapons
YouTuber Alan Pan recreated three viral AI-generated videos in real life to see if human-made versions could compete.
The builds included a horse-shaped electric scooter, high-heel beer shoes, and a fully functional transparent toilet aquarium with live fish. Each project took days or weeks of real engineering, fabrication, and filming. Some were barely usable and clearly unsafe, but all were finished and published.
Results after three weeks
🔸 TikTok under 10K views per video
🔸 YouTube around 80K views
🔸 Instagram stood out
🔸 Horse scooter at 90K views
🔸 Toilet aquarium close to 500K views
🔸 Beer shoes reached 6 million views
The problem remained. The original AI beer shoes video passed 10 million views.
The takeaway was simple. AI produces this kind of content in seconds, while humans need weeks.
Competing on volume is unrealistic.
Quality may be the only lever left.
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📣 xAI open sourced X’s recommendation system code
🔸 The repo includes the ranking architecture used by X. Training code and model weights are not included, so it cannot be run end to end.
🔸 Musk says the repository will be updated about once per month. The ranking model design mirrors Grok’s architecture, but Grok itself is not used as the ranker.
This exposes how X structures feed ranking, while keeping the data and training loop private.
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ChatGPT in 2060, searching for the person who made it count to 1 million, one by one.
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Anthropic is working on "Knowledge Bases" for Claude Cowork.
KBs seem to be a new concept of topic-specific memories, which Claude will automatically manage. And a bunch of other new things.
Internal Instruction:
"These are persistent knowledge repositories. Proactively check them for relevant context when answering questions. When you learn new information about a KB's topic (preferences, decisions, facts, lessons learned), add it to the appropriate KB incrementally."
A guy decided to escape city life and built himself a gaming house on wheels.
Inside, everything needed for gaming sessions in the middle of nature and fresh air.
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🫡 Keychron built a trackball that sits under your keyboard
🔸 At CES 2026, Keychron showed Nape Pro, its first trackball. The flat, compact design lets it work on either side of a keyboard or directly underneath it.
🔸 Placed under the keyboard, it allows cursor control without moving your hands off the keys. The setup resembles an oversized TrackPoint, but external and adjustable.
🔸 Nape Pro includes a trackball, a rotary dial, and 6 programmable buttons. It launches first in Japan via crowdfunding, with a US release planned for spring.
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We don't stand a chance.
The robots are coming.
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🕔 China built a machine that compresses decades into hours
🔸 A new hypergravity centrifuge under Zhejiang University in Hangzhou can generate 1900 g. The system, called CHIEF1900, is designed to simulate decades of structural wear in a few hours by increasing gravity instead of waiting for time to pass.
🔸 The machine is buried 15 meters underground to contain vibration and heat. An earlier version, CHIEF1300, went online in September 2025. The new setup is 46% more powerful and currently the strongest of its kind.
🔸 The goal is to test dams, nuclear waste storage, and large infrastructure across extreme time scales. Experiments have not started yet, but the facility is expected to open soon.
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🤖 Gemini can now use your Google data to answer questions
🔸 It can pull context from photos, search history, Gmail, and other Google services without you naming a source. The system decides what to use on its own.
🔸 Example: if you want new tires but do not remember the size, Gemini can check photos of your car and suggest matching options.
🔸 The feature is off by default. It is available only to paid users in the US for now.
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📱 Apple bundles its creative apps and takes aim at Adobe
Apple announced Creator Studio, a single subscription for Final Cut Pro, Logic Pro, Pixelmator Pro, Motion, Compressor, and MainStage.
🔸 Price is $12.99 per month or $129 per year. Education pricing drops to $2.99. Adobe Creative Cloud Pro costs $69.99 per month, with Photoshop alone at $22.99.
🔸 Final Cut, Logic, and Pixelmator run on Mac and iPad. Motion, Compressor, and MainStage stay Mac only. Advanced features for Keynote, Pages, and Numbers are included.
Apple keeps one time purchases available. Adobe removed that option years ago.
This is pricing pressure first.
AI integration likely comes later.
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Anthropic puts $1.5M into Python and open source security
🔸 Anthropic signed a 2 year partnership with the Python Software Foundation, committing a total of $1.5M.
🔸 The focus is PyPI security and core infrastructure. One planned move is AI based scanning of every uploaded package. Today, most checks happen only after users report problems.
🔸 The first step is building a large dataset of known malware, with a chance it becomes open source.
This targets the weakest link in modern software supply chains.
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