AI Weekly Malaysia

Bloomberg reported, per TechCrunch, that Apple lowered the daily AI spending cap for engineering teams from $300 to $200 in October, with some allowances reportedly falling to $100/day and non-engineering teams facing limits as low as $25/day. The report frames this as a retreat from earlier 'tokenmaxxing' and a response to unclear productivity gains versus AI run costs.

The Nov. 3 US midterms gave Democrats full control of Congress while Republicans hold the White House, and data centers were on the ballot: an NBC exit poll found nearly 80% of respondents opposed to data centers being built in their neighborhoods, and almost 60% said the issue was a crucial or major factor in their vote. The county where Meta had planned a 700,000-square-foot facility passed a ban on data centers, and Ohio voters rejected buildout measures in the state where OpenAI has eyed a $500 billion data center backed by more than $100 billion in Nvidia financing.

OpenAI published a customer story on Flipsnack using ChatGPT Ads: five US conversion-focused campaigns reportedly delivered ~75% lower cost per registration and ~310% more registrations than earlier click-focused campaigns with fixed bids. Flipsnack split campaigns by document type (Flipbook, Magazine, Catalog, Brochure) and by business use case (Sales Enablement, Employee Benefits, Real Estate, Hospitality), optimizing on completed registration rather than clicks. The piece quotes Paul Romancsak, Paid Advertising Manager at Flipsnack, but gives no absolute spend, CPC, or baseline cost-per-signup figures.

SpaceX published a product page for 'Starfall', a service selling 'affordable, routine access to microgravity' in low-Earth orbit, listing payload mass of 1,000 kg, 1 kW payload power, an Ethernet data interface, continuous connectivity via Starlink, and mission duration 'tailorable to payload requirements'. The page targets biomedical research (iPSC organoids, implants), pharmaceutical crystal growth, and materials science, but gives no price, no launch cadence, and no first-flight date — only two unrelated upcoming launches (USSF-432 on 7 Nov 2026, USSF-627 on 10 Nov 2026) appear on the site. It drew 269 points and 205 comments on Hacker News.

Snap shares dropped more than 10% after Q3 revenue came in at $1.72 billion versus the $1.73 billion analysts expected, with global daily active users at 495 million against a 499 million estimate. ARPU matched at $3.48, sales rose 14% year over year, and net income was $56 million versus a $104 million loss a year earlier, while adjusted earnings of $383 million beat the $337 million projection. Q4 revenue guidance of $1.95–$1.99 billion has a midpoint above the $1.95 billion consensus.

OpenAI published a case study saying Franklin Templeton is using Codex and other OpenAI tools to build a 'connected intelligence layer' for equity research, aiming to combine research, risk, compliance, and trading inputs for portfolio managers. The concrete technical claim: Franklin Templeton's first attempt, putting data in a database and connecting models to it, did not produce needed answers because the models did not understand how the data fit together; adding agents and a semantic layer changed the results. No deployment scale, pricing, latency, accuracy metrics, or independent evaluation is provided.

Anthropic announced new Claude Enterprise security and admin features: a security center that compares an organization's Claude settings with Anthropic's recommended configuration and can be downloaded as a report, generally available inference hooks that send prompts and tool calls to existing DLP/security tools, a centralized admin console, and access controls including Admin API sign-out, self-managed IP allowlists, and blocking personal/outside Claude accounts in Claude Desktop on managed computers. It also references a recently announced EDR integration that runs an organization's sensor inside the unified Claude and Cowork VM. The security center is explicitly guidance, not a compliance certification.

Anthropic is rolling out Personal Finance in Claude in beta this week for Pro, Max, and Ultra plans in the US. Users can connect bank and card accounts read-only through Plaid and ask Claude to categorize spending, spot duplicate charges or creeping bills, explain terms like APR, and build charts or dashboards. Claude cannot move or invest money and does not give investment advice.

Phonon is an on-device text-to-speech release described on the Hugging Face blog, with 65 MB and 75 MB models covering English, French, German, Spanish, and Portuguese, plus 100+ built-in voices and voice cloning/design. Phonon 31m is English-only and Apache 2.0 for commercial use, while Phonon 40m covers all five languages under CC BY-NC; commercial use of the non-Apache models is priced by user count, not speech volume. It runs on phones, laptops, single-board computers, and in a browser tab with no server or network required.

Qualcomm beat estimates for the quarter (EPS $2.17 adjusted vs $2.16 expected, revenue $10.32B vs $10.11B) but guided below consensus for the current quarter at $2.15–$2.35 EPS on $10.4B–$11.2B revenue, versus analyst expectations of $2.27 and $10.48B, and the stock slid in extended trading. Overall revenue fell 8% year over year, and handset chip sales dropped 26% to $5.14B even after Qualcomm raised prices in September, as rising memory costs push handset makers to raise device prices and hurt demand. CEO Cristiano Amon framed the data center business differently: "We don't have a demand issue; it's a supply issue."

OpenAI released Images 2.6 in ChatGPT, Codex, and the API on November 4, 2026, claiming 50% faster image generation and adding GIF output from still images. The API offers GPT-Image-2.6 Flare, which can generate at low quality in as little as six seconds, and GPT-Image-2.6 Sunburst for higher-quality, more consistent edits at medium or high quality. OpenAI says users create 4 billion images per week, over 500 million per day.

OpenAI published a security post describing a prototype pipeline that statically scans the Linux kernel, dynamically reproduces findings in an isolated environment, generates PoC exploits and candidate patches, then hands results to human researchers. In a mid-October 2026 run using an "upcoming cyber model", it produced 2,308 candidate findings, dynamically reproduced 1,724 vulnerabilities, generated PoCs for 291 information-leak bugs and 948 working local privilege escalation exploits against a commonly used Linux distribution — at a total cost of $1,213,430 in API credits (~$1,279 per unit). OpenAI says it followed Linux kernel community guidance to start with critical issues and is working with Patch the Planet partners on reports and patches.

CNBC's Jim Cramer said Wall Street may be over-reading the post-midterm rally: after Democrats' decisive midterm win, Apple, Amazon and Microsoft rose on bets that more opposition to data center construction could slow the AI buildout, while chipmakers and data center developers fell. Cramer noted the trading was driven by election results but that Friday's Labor Department nonfarm payrolls report could reverse much of the move, saying "I do like the word guess."

Ars Technica's Kyle Orland reports (Nov 4, 2026) that Nintendo's largest supplier of the ROM chips used in game cartridges is exiting that business, framed as part of a broader tech memory shortage. The piece is pitched around what that could mean for the cost of physical Switch games. The available excerpt does not name the supplier, give volumes, prices, or a timeline, so the concrete supply-chain numbers are not in the text.

TechCrunch reports that AI-focused political action committees spent millions on the 2026 US midterms with mixed results: American Mission and Building the Future together put $4.8 million behind South Carolina Senate candidate Darline Graham, who lost, and American Mission spent over $500,000 each on Aaron Flint (Montana) and Laurie Buckhout (North Carolina), both of whom also lost. LTF's Democratic arm Think Big backed Florida Rep. Jared Moskowitz, who won, while Anthropic-backed Public First had mixed results and contributed $3 million to a PAC supporting California state Sen. Scott Wiener. Guardrails Alliance spent over $1 million each opposing Jimmy Gomez and Aaron Flint — both lost — and $300,000 supporting Angela Gonzales-Torres, who defeated Gomez; the article notes it is hard to separate AI spending effects from a broader Democratic wave.

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Nothing CEO Carl Pei posted on X on Wednesday that the company's first "AI-native product" ships in December, describing it as a productivity "tool" with "no new screen" that "couldn't have been an app." He also distanced the device from the industry's hunt for an "iPhone moment" via pendants, pins, glasses, or companions, saying he reads the moment differently. No price, specs, firm ship date, or developer platform were disclosed, and Nothing has separately said it plans AI-linked smart glasses and earbuds.

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On Uber's Q3 earnings call, CFO Balaji Krishnamurthy said that during the week of Halloween — a stretch with roughly 320 million trips and orders across Uber and Uber Eats — only four rides were booked through an AI agent and just 500 Uber Eats orders came from agents. CEO Dara Khosrowshahi called it "very, very early and very limited traction," while DoorDash said on its own call last week that it has seen only a few hundred agent-placed orders. The numbers land against heavy agent hype: Instinct reportedly raised at a $10 billion valuation, and Meta's Muse topped the U.S. App Store with over 10 million users.

Snap said it passed 30 million paid subscribers across Snapchat+, Memories Storage, and Lens+, up 5 million from the 25 million reported in February. The paid tiers include Snapchat+ at $3.99/month, Lens+ at $8.99/month, and Snapchat+ Platinum at $15.99/month, plus $1.99/month for extra Memories storage. In the same Q3 2026 earnings, Snap reported 495 million DAUs—up from 493 million but below the 499 million expected—and shares fell 12% after missing ad revenue and user-growth estimates.

Ars Technica reports that VMware released vSphere Express, a virtualization product positioned for lower-end customers and capped at 128 cores. The only concrete figure in the excerpt is that 128-core ceiling; a VMware executive is quoted saying the company "started listening to a lot of our lower-end customers." The piece as provided gives no pricing, licensing terms, edition limits, or availability details beyond the November 4, 2026 publication date, and the thread drew 11 comments.

AMD reported a record $13.4 billion quarter, with its data center business doubling year-over-year while gaming revenue fell 40 percent — a split Ars Technica frames as "record divergence." The piece is illustrated with AMD's Helios rack and Instinct MI455X (CDNA5) hardware, underlining where the growth is coming from.

OpenAI chief global affairs officer Chris Lehane published an essay arguing the 2028 US presidential election could be AI's defining moment, comparing AI-driven economic disruption to the New Deal. He lays out five policy priorities spanning worker protections, education, AI safety, and data center development, and urges politicians to offer a "compelling third path." The article says this follows a Democratic midterm victory and notes AI Now Institute's Kate Brennan called it a shift from OpenAI's prior focus on accelerating AI, reducing regulatory barriers, and expanding infrastructure.

Meta has acquired Conductor, a 2024-founded AI coding startup whose product spins up multiple agents in parallel workspaces so engineers can work on separate parts of a project simultaneously. Conductor's agents are not built in-house — they come from labs like Anthropic and OpenAI — and the platform launched its core product only last summer. Founder/CEO Charlie Holtz said core features keep working until early next year, but the Conductor cloud service shuts down on November 20, after which user cloud data will be deleted; Meta confirmed the deal to TechCrunch without terms.

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