← COMPANIES · STORYLINES

Storylines that may come to a head within 1–5 trading days

A model reads our news feed for the 50 tracked companies: which headlines are about which company, which of them report one event, and which events add up to a storyline — a deal, a lawsuit, a launch, a regulator’s decision. Every evening at 22:00 UTC it sees only what had arrived by then and judges what is pending. Assessments as of 07.10 18:00 New York time.

Headline groups212,39702.09–07.10

About the 50 companies15,484direct link only

Events (facts)8,5775,480 opinion pieces aside

Storylines1,7546,139 evening assessments

Assessed on the latest evening

Ordered by the chance of a decisive step within 5 trading days times the size of the move it would bring. The chance is the model’s own estimate; how such estimates matched what happened next is shown below.

Company Storyline and what is pending Within 5 days If it comes Latest event

META Allegations Meta knowingly runs AI deepfake scam ads Next: Regulatory investigation announced 70% ▼ fall size: large · priced in: partly 06.10 17:38 · 1 ev.Mark Cuban says Facebook knowingly runs AI deepfake scam ads as Meta docs reveal $16 billion in fraud-linked revenue

META AMD promises Meta shares in deal Next: Formal agreement or confirmation of the share transfer from AMD to Meta 60% ▲ rise size: large · priced in: little 05.10 06:24 · 1 ev.AMD Has Promised OpenAI and Meta Up to 320 Million Shares for a Penny Each. Here's What That Does to the Share Count.

META Meta's electricity demands for data centers Next: Official statement or filing from Meta or Entergy regarding the electricity demands 80% • unclear size: medium · priced in: little 07.10 13:36 · 1 ev.Entergy Louisiana CEO lets it slip on Meta's electricity demands

META Meta's $27B financing of Hyperion AI data center Next: official announcement or filing detailing the financing terms 50% • unclear size: medium · priced in: little 07.10 10:32 · 1 ev.Inside Wall Street's $27B financing of Meta's Hyperion AI data center

META Meta launches Muse for Small Business Next: Meta announces specific monetization pricing or a formal launch of Muse on AI glasses or Windows 40% ▲ rise size: medium · priced in: partly 07.10 13:36 · 22 ev.Microsoft Executive: Meta's Muse is coming to Windows; Copilot features powered by hybrid intelligence rolling out over the coming months — Event $MSFT $META

META Florida seeks injunction against Meta over teen safety on Facebook/Instagram Next: Court ruling on the temporary injunction 40% ▼ fall size: medium · priced in: little 07.10 11:11 · 1 ev.Florida AG James Uthmeier Files For Temporary Injunction Against $Meta

META Meta execs to testify at NYC Council hearing on AI risks Next: the actual NYC Council hearing where Meta executives testify and possibly face questions or decisions 30% ▼ fall size: medium · priced in: mostly 05.10 04:05 · 1 ev.AI Whistleblowers, Google, OpenAI, Meta to Face New York City Council

META Meta joins Biohub AI biology data investment with US government and Google Next: Formalization of the partnership or specific investment terms (e.g., funding amount, project scope) 30% • unclear size: medium · priced in: little 07.10 09:02 · 1 ev.US GOVERNMENT, GOOGLE, META TO JOIN BIOHUB IN AI BIOLOGY DATA INVESTMENT- BIOHUB

META New Mexico seeks $40B from Meta over Cambridge Analytica scandal Next: ruling on the motion 20% • unclear size: large · priced in: partly 05.10 11:38 · 1 ev.New Mexico Asks Judge to Order Meta to Pay $40 Billion Over Cambridge Analytica Scandal

META Meta poaches public company CEO for new initiative Next: Launch of the new initiative or official CEO start date 20% • unclear size: medium · priced in: little 05.10 08:19 · 1 ev.Meta Just Poached a Public Company CEO. Here’s What It’s Really Building

META Lawsuits threaten Meta's AI plans 20% ▼ fall size: medium · priced in: partly 05.10 10:32 · 1 ev.Meta AI Plans Could Be Crippled By Lawsuits

META Meta challenges UK online safety regulations Next: a court ruling or Ofcom decision on the challenge 20% ▼ fall size: medium · priced in: partly 06.10 03:48 · 2 ev.Ofcom investigates $Meta’s compliance with UK online safety laws.

META Norway bans Meta glasses in public Next: Norway's decision on permanent ban 20% • unclear size: medium · priced in: little 05.10 13:50 · 1 ev.Norway temporarily banning meta glasses in public

META Cisco integrates WhatsApp into Webex 20% • unclear size: medium · priced in: partly 06.10 07:17 · 1 ev.Cisco System’s $4.30 Billion Collaboration Unit Adds WhatsApp to Webex

META Meta $37 million scheme leads to prison sentences 15% • unclear size: medium · priced in: partly 07.10 13:52 · 1 ev.A $37 million Meta scheme and five deputies earn a 'Godfather' 78 months in prison

META Meta reduces reliance on Anthropic's Claude 20% • unclear size: small · priced in: partly 05.10 14:15 · 1 ev.$META $MSFT | Meta and Microsoft Work to Wean Staff Off Anthropic’s Claude — @TheInformation

META Meta signs White House AI safety accord 10% ▼ fall size: medium · priced in: partly 05.10 11:26 · 4 ev.White House Reveals Voluntary AI Safety Pledge Signed by OpenAI, Nvidia, Alphabet and Meta

META Movie about Mark Zuckerberg may hurt Meta momentum Next: release of the movie or a major promotional event 10% ▼ fall size: medium · priced in: partly 06.10 16:11 · 1 ev.Meta Stock Up 21% in One Month: New Movie About ‘Antihero’ Mark Zuckerberg Could Hurt Momentum

META Meta backs billion-dollar solar project with Zelestra 0% • unclear size: small · priced in: mostly 05.10 07:14 · 1 ev.A billion-dollar Meta project that isn’t a data center

META Meta and Sierra announce personal agent protocol with Walmart 0% • unclear size: small · priced in: mostly 07.10 09:44 · 2 ev.Meta Joins Industry Alliance to Launch Personal AI Agent Standard

How the evening estimates matched what came next

Evenings 03.09–30.09: 4,843 assessments with five sessions of prices after them. A large move is a day beyond the market of at least two typical days (2σ) in the next five sessions; a new event is a new fact of the same storyline within five trading days.

Model’s chance within 5 days Assessments Large move followed New event followed

0–19%2,08926%16%

20–39%1,56828%19%

40–59%61227%23%

60–100%57431%35%

All assessments4,84328%20%

Direction: where the model named up or down and the stock moved at least one typical day beyond the market over the next five sessions, the sign matched in 687 of 1481 cases.

Assessments of one storyline on neighbouring evenings overlap, and a large move may come from other news; this is a first reading over five weeks, not a proof.

How it is built

Which company: every first headline of a group of reprints goes to Qwen3.6-27B with thinking off; the rare doubtful ones go to DeepSeek V4.1 Flash, which may read the article. Only a direct link counts: the company, its product, unit or executive is the subject or a party of the news.
One event: headlines of a company close in meaning over 72 hours are compared by Qwen3.6-27B; every merge it proposes is checked by DeepSeek V4 Flash with thinking. Opinion pieces without a new fact are set aside.
Storyline: DeepSeek V4 Flash with thinking decides whether a new event continues one of the company’s storylines of the last 14 days, starts a new one or is a one-off.
Evening assessment: at 22:00 UTC the same model sees the storyline’s chronology up to that moment and the stock’s daily moves beyond the market, and answers what is pending, the chance within 5 trading days, direction, size and how much is already in the price.