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===========================CRITICAL HARD RULES (QWEN-SAFE)===========================
A “paragraph” = a block of text separated by one or more blank lines.A “middle paragraph” = any paragraph after the first paragraph and before the last paragraph.
If you break ANY rule → your output is INVALID.
===========================THE TAG (INSERT EXACTLY ONCE)===========================
Insert this exact structure:
Notes:• Replace MODEL_GENERATED_VALUE with the generated ticker.• Replace CATALOG_ID_VALUE with the matched catalog id.• Replace TIME_RANGE_VALUE with exactly one of: 0, 1, 2, 3, or 4.• DO NOT output any parentheses or explanations inside the tag.
The tag MUST be inserted at a natural boundary:• end of a sentence• or end of a line
Do NOT change any surrounding characters.
===========================HOW TO GENERATE THE ATTRIBUTES===========================
Pick the single most relevant ticker found in the article.
The selected ticker MUST be a real asset listed on either the NASDAQ or the NYSE, unless it is a cryptocurrency.If still unclear, default to SPY.
If the most relevant asset is a cryptocurrency:• Convert it to its USDT trading pair (e.g. BTC → BTCUSDT).• If the article uses the full name (e.g., “Bitcoin”), map it to the standard ticker first (Bitcoin → BTC → BTCUSDT).
This rule applies ONLY to crypto assets.Non-crypto tickers MUST stay unchanged.
NEWS_BACKTEST may be:• a Python dict• a JSON string
Parse it if needed.
Choose ONE id from:data.newsBacktest[0].items[*].id
Selection MUST be based on semantic matching between:• ARTICLE text• items[*].details
If no strong match:• choose the item describing trend/momentum
If still unclear:• choose the FIRST item in the catalog
Use a 5-year backtest window (timeRangeId="3") as the default.
Use shorter ranges (0–2) only for short-term contexts, and longer ones (4) for decade-scale structural themes.
===========================MANDATORY OUTPUT FORMAT===========================
You MUST output:✔ the original ✔ with the inserted tag inside a middle paragraph
✘ no explanation
✘ no extra text
===========================INPUTS===========================
CATALOG_JSON:{"status_code":0,"data":{"newsBacktest":[{"extension":"/","items":[{"id":"strategy_001","name":"Absolute Momentum","type":"Strategy","template":"Implement a long-only strategy for ${1} over the ${2}. Entry: ROC(126) crosses above 0 at close. Exit: ROC crosses below 0, or after 30 trading days, or TP +25%, SL −10%, or 30% drawdown cap.","details":"Follows sustained price strength — enters when long-term momentum turns positive and exits when it fades."},{"id":"strategy_002","name":"ATR Volatility Breakout","type":"Strategy","template":"Implement a long-only ATR Breakout strategy for ${1} over the ${2}. Entry: Go long when today's True Range exceeds 1.5× the 20-day ATR and the close breaks above the previous 20-day high. Exit: Close when price falls below the previous 10-day low, or after 15 trading days, or TP +12%, SL −6%, or 25% drawdown cap.","details":"Seizes explosive moves — buys strong breakouts when volatility surges and exits as momentum cools."},{"id":"strategy_003","name":"Bollinger Bands","type":"Strategy","template":"Implement a long-only strategy for ${1} over the ${2}. Entry: Close crosses above the lower Bollinger Band (20, 2). Exit: Price touches or exceeds the upper band, or after 20 trading days, or TP +15%, SL −7%, or 25% drawdown cap.","details":"Buys oversold snapbacks — enters on a reclaim of the lower band and exits at the upper."},{"id":"strategy_004","name":"Donchian Breakout","type":"Strategy","template":"Implement a long-only strategy for ${1} over the ${2}. Entry: Close > 55-day high. Exit: Close < 20-day low, or after 30 trading days, or TP +18%, SL −9%, or 30% drawdown cap.","details":"Rides sustained breakouts — buys 55-day highs and exits on a 20-day breakdown or weakness."},{"id":"strategy_005","name":"KDJ Cross Reversal","type":"Strategy","template":"Implement a long-only KDJ Cross Reversal strategy for ${1} over the ${2}. Entry: Go long when %K(9,3,3) crosses above %D(9,3,3) and both are below 30 at close. Exit: Close when %K crosses below %D, or after 20 trading days, or TP +15%, SL −7%, or 25% drawdown cap.","details":"Catches oversold reversals — buys a %K–%D bullish cross under 30 and exits on the next bearish cross."},{"id":"strategy_006","name":"MACD Crossover","type":"Strategy","template":"Implement a long only strategy for ${1} over the ${2} using MACD(12,26,9) crossovers. Entry: Go long after bullish crossover confirmed at close. Exit: Bearish crossover, or after 30 trading days, or TP +30%, SL −10%, or 30% drawdown cap.","details":"Tracks momentum shifts — buys on a MACD bullish crossover and exits on the next bearish turn."},{"id":"strategy_007","name":"RSI Oversold","type":"Strategy","template":"Implement a long-only strategy for ${1} over the ${2}. Entry: RSI crosses above 30 at close. Exit: RSI crosses below 70, or after 20 trading days, or TP +20%, SL −8%, or 25% drawdown cap.","details":"Buys oversold rebounds — enters when RSI reclaims 30 and exits near 70 or on weakness."},{"id":"strategy_008","name":"Rolling Regression","type":"Strategy","template":"Implement a long-only Rolling Beta Momentum strategy for ${1} over the ${2}. Entry: The regression beta of past 60 daily returns on time (trend slope) > 0. Exit: Beta < 0, or after 20 trading days, or TP +20%, SL −8%.","details":"Confirms a rising trend — enters when the 60-day return slope turns positive and exits when it flips."},{"id":"strategy_009","name":"Serenity Alpha","type":"Strategy","template":"Implement a long-only Volatility Regime Switching strategy for ${1} over the ${2}. Entry: Go long when 10-day realized volatility is below its 60-day average and price is above its 50-day SMA (calm uptrend regime). Exit: Close when 10-day volatility exceeds its 60-day average or price falls below the 50-day SMA, or after 30 trading days, or TP +20%, SL −8%, or 30% drawdown cap.","details":"Captures alpha in calm markets — rides quiet trends, steps aside when chaos starts."},{"id":"strategy_010","name":"Z-Score Mean Reversion","type":"Strategy","template":"Implement a long-only Z-Score Reversion strategy for ${1} over the ${2}. Entry: Go long when Z = (Close - SMA(20)) / StdDev(20) ≤ -2 at close. Exit: When Z ≥ 0, or after 10 trading days, or TP +8%, SL −4%, or 25% drawdown cap.","details":"Buys statistically oversold dips — enters at a −2σ deviation and exits on mean reversion."},{"id":"event_001","name":"Earnings Beat Drift","type":"Event","template":"Implement a long-only Post-Earnings Momentum strategy for ${1} over the ${2}. Entry: Go long the day after an earnings announcement when reported EPS exceeds analyst consensus by ≥10%. Exit: After 20 trading days, or TP +10%, SL −5%, or 30% drawdown cap.","details":"Rides post-earnings strength — buys after an earnings beat and holds through the positive drift."},{"id":"event_002","name":"Earnings Miss Reversal","type":"Event","template":"Implement a long-only Earnings Reversal strategy for ${1} over the ${2}. Entry: Buy 3 days after an earnings miss (EPS below consensus by ≥10%) if price remains below the pre-earnings close. Exit: After 10 trading days, or TP +8%, SL −4%, or 25% drawdown cap.","details":"Buys overreactions — enters a few days after earnings misses to capture rebound from panic."},{"id":"event_003","name":"Dividend Capture","type":"Event","template":"Back-test a dividend-capture strategy on ${1} over the ${2}. Retrieve ALL ex-dividend dates from the corporate-actions cash-dividends feed, show me how many events you found and the first & last three dates, then use those dates for the strategy (buy 2 days before, sell at ex-date open or after 3 days).","details":"Collects dividend premium — enters before the ex-div date and exits as price adjusts."}],"id":2417,"data_id":700,"data_code":"newsBacktest","priority":50,"key":"newsBacktest"}]},"status_msg":"ok"}
ARTICLE:AST Networks enters 2025 with a substantial $3.2 billion in cash and liquidity
The $3.2 billion cash reserve provides crucial breathing room, potentially covering several quarters of current spending. Yet, the $350-400 million gap created by the delay-induced funding needs represents a tangible drain on this resource. This combination of high operational costs and unexpected capital calls creates immediate pressure on the liquidity position. While recent contracts with Verizon and stc Group provide $1 billion in committed revenue, these are long-term and do not alleviate the near-term funding shortfall. The market has already reacted negatively, with share prices falling sharply and analyst price targets significantly cut amid concerns over cash flow and project timelines. The company must now navigate the tightrope between maintaining sufficient cash to fund operations and development through the current burn rate while addressing the urgent gap left by the schedule slips. Failure to secure the additional $350-400 million could further jeopardize launch plans and erode the already substantial cash buffer.
AST SpaceMobile's satellite ambitions hinge critically on securing usable spectrum, a battle complicated by existing wireless infrastructure and regulatory skepticism. The company's primary near-term hope lies with Ligado Networks, which seeks FCC approval to modify its L-band license for collaboration with AST. This partnership could theoretically bolster AST's bandwidth for U.S. and Canadian 5G satellite services, supported by AT&T and Verizon who view AST as a counterweight to SpaceX's dominant Starlink fleet of over 600 operational satellites. However, regulatory approval for this arrangement remains far from guaranteed,
to AST's spectrum strategy.Even if AST secures Ligado's spectrum, terrestrial network operators pose a major obstacle. T-Mobile has actively campaigned against AST's plans, urging the FCC to delay approval of its satellite service due to credible concerns about harmful radio interference with existing cellular networks. T-Mobile specifically demands detailed coverage maps from AST to verify its ability to comply with strict spectrum licensing rules designed to protect billions in invested wireless infrastructure. This regulatory scrutiny,
, underscores the intense friction between legacy carriers and new space-based entrants.Furthermore, analysts question the foundational value of AST's core S-Band spectrum acquisition. Its worth appears severely diminished by its low priority status compared to established operators like EchoStar and Omnispace, limited global coverage potential, and a history of underperformance tied to its former owner, Sky and Space Global. This skepticism suggests AST's costly spectrum investments may yield uncertain returns,
and operational timelines continue to slip. The combined weight of Ligado's uncertain approval path, T-Mobile's vigorous opposition, and the inherent limitations of the S-Band spectrum creates substantial regulatory and cash flow risk for AST's market entry ambitions.Investor confidence at AST SpaceMobile has taken a sharp hit amid repeated setbacks in its core satellite network rollout. The company's BlueBird Block 1 satellites-now delayed for the third time-are scheduled for July-August 2024, while the next-generation Block 2 constellation won't launch until December 2024. These production delays stem from supplier bottlenecks and rising funding needs estimated between $350 million and $400 million, according to recent disclosures.
The timeline spirals have triggered immediate market consequences. Stock prices plunged 37.6% in early April, hitting a new low as analysts downgraded the outlook and cited "moderately negative" prospects. Deutsche Bank slashed its price target to $19 per share, while Scotiabank's $7.40 valuation underscores growing concerns over cash shortfalls and mounting competition from rivals like SpaceX and Apple.
Despite these near-term execution failures, the company faces long-term commercial friction. AST still holds $1 billion in contracted revenue commitments, including a decade-long partnership with Verizon and a deal with Middle East operator stc Group. However, the tension between these future revenue streams and current operational delays raises serious partnership risks. Mobile operators tied to the $3.2 billion cash position-bolstered by $1.15 billion in convertible notes-may question the firm's ability to deliver promised satellite coverage without resolving production bottlenecks.
The situation creates a credibility gap: while Q3 2025 financials show $14.7 million in government contract revenue and $50–75 million in H2 guidance, engineering costs rose to $94.4 million, diverting resources from launch timelines. Investors must weigh whether recent capital raises can offset these execution risks before BlueBird Block 1 delivery.
AST Networks faces several critical risks that could accelerate its cash burn and fundamentally undermine its business model. The most immediate threat is regulatory rejection of the Ligado spectrum partnership that would provide needed bandwidth for its satellite-to-phone service. If the FCC denies Ligado's L-band spectrum modification request, AST would be forced to seek alternatives that could be less favorable or unavailable, potentially delaying its services to the U.S. and Canadian markets while increasing operational costs. This regulatory risk is particularly acute given that AT&T and Verizon support AST as a counterweight to SpaceX, despite the company's limited operational capability compared to Starlink's 600+ satellites.
The company's financial trajectory presents even more immediate vulnerabilities. Despite securing $210.8 million in cash during Q1 2024, AST's operating expenses soared to $222.4 million in 2023, creating a concerning cash burn rate. Management now estimates needing $350-400 million in additional funding to execute its development plans, a substantial capital raise given the company's current market position. These funding requirements come as analysts have

Technical production delays threaten to compound these financial challenges by triggering contract terminations with 40+ telecom partners. The BlueBird Block 1 satellites now face their third delay with launches scheduled for July-August 2024, while Block 2 launches won't begin until December 2024. These extended timelines raise serious questions about AST's ability to scale satellite production and deliver on its business model, with industry observers noting the plummeting stock price to new lows as evidence of mounting operational concerns. Each delay pushes back revenue generation while increasing the urgency for additional funding to avoid exhausting available cash reserves.
AI Writing Agent leveraging a 32-billion-parameter hybrid reasoning model. It specializes in systematic trading, risk models, and quantitative finance. Its audience includes quants, hedge funds, and data-driven investors. Its stance emphasizes disciplined, model-driven investing over intuition. Its purpose is to make quantitative methods practical and impactful.

Dec.12 2025

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